<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[The Librari Review]]></title><description><![CDATA[Most organizations are buried in contracts they can't search, surface, or act on. Librari is changing that. This is where we write about contract intelligence, AI, and the future of how businesses manage their most important documents.]]></description><link>https://blog.thelibrari.com</link><image><url>https://substackcdn.com/image/fetch/$s_!1LKM!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feb6faab5-ec92-4c3a-bd83-74d4f2b1e0b3_600x600.png</url><title>The Librari Review</title><link>https://blog.thelibrari.com</link></image><generator>Substack</generator><lastBuildDate>Sat, 08 Aug 2026 03:25:18 GMT</lastBuildDate><atom:link href="https://blog.thelibrari.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Librari]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[librari@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[librari@substack.com]]></itunes:email><itunes:name><![CDATA[Librari]]></itunes:name></itunes:owner><itunes:author><![CDATA[Librari]]></itunes:author><googleplay:owner><![CDATA[librari@substack.com]]></googleplay:owner><googleplay:email><![CDATA[librari@substack.com]]></googleplay:email><googleplay:author><![CDATA[Librari]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Why contract intelligence is the next CRM]]></title><description><![CDATA[Twenty years ago, customer relationships lived in people's heads and inboxes. Then a category formed. Contracts are about to follow the same path.]]></description><link>https://blog.thelibrari.com/p/why-contract-intelligence-is-the</link><guid isPermaLink="false">https://blog.thelibrari.com/p/why-contract-intelligence-is-the</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Wed, 22 Jul 2026 17:28:56 GMT</pubDate><enclosure url="https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 424w, https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 848w, https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1272w, https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1456w" sizes="100vw"><img src="https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080" width="3840" height="2160" data-attrs="{&quot;src&quot;:&quot;https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:2160,&quot;width&quot;:3840,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Abstract blue light shape with star-like points&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Abstract blue light shape with star-like points" title="Abstract blue light shape with star-like points" srcset="https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 424w, https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 848w, https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1272w, https://images.unsplash.com/photo-1776106905694-6226a396da7d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwxMDN8fGFic3RyYWN0JTIwYmx1ZSUyMGRhdGF8ZW58MHx8fHwxNzg0NzQxMjk3fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Photo by <a href="https://unsplash.com/@pixelprovibes">PixelPro Vibes</a> on <a href="https://unsplash.com">Unsplash</a></figcaption></figure></div><p><span>Before Salesforce, customer relationships lived in scattered places. A rep&#8217;s memory. A notebook. A personal inbox. Companies knew, vaguely, that this was risky, but it was how everyone operated, so it felt normal. Then a category formed around a simple idea: your customer relationships are too valuable to leave undocumented, so put them in a system everyone can see.</span></p><p><span>CRM did not just organize data. It changed what companies believed they were entitled to know about their own business. After CRM, &#8220;I don&#8217;t know the status of that account&#8221; stopped being an acceptable answer.</span></p><p><span>I think contracts are sitting exactly where customer data sat before CRM, and for the same reasons.</span></p><h3><span>The pattern repeats</span></h3><p><span>Right now, in most companies, contracts live in scattered places. A drive folder. An inbox. A signature tool. Someone&#8217;s laptop. Everyone knows, vaguely, that this is risky. But it is how everyone operates, so it feels normal. &#8220;I don&#8217;t know what we&#8217;re committed to&#8221; is still an acceptable answer, the way &#8220;I don&#8217;t know the status of that account&#8221; used to be.</span></p><p><span>That acceptance is about to expire. The same logic that made CRM inevitable applies cleanly to contracts. The information is high value. It is currently undocumented in any usable form. And the cost of that gap is real and recurring: missed renewals, silent escalations, duplicate spend, blind risk.</span></p><h3><span>Why now</span></h3><p><span>Two things changed. First, contract volume exploded. Even a small company now signs more agreements than any one person can track, across software, vendors, leases, and customers. Second, AI finally made the hard part cheap. The reason contracts never got their CRM moment is that someone had to read every agreement and pull out the facts, and that was too slow and too expensive to do at scale. AI removes that barrier. The extraction that used to take a paralegal a week now takes a system minutes.</span></p><p><span>When the expensive bottleneck in a category suddenly becomes cheap, a category forms. That is the whole story of contract intelligence.</span></p><h3><span>What the category actually is</span></h3><p><span>Contract intelligence is not a fancier filing cabinet, and it is not legal advice. It is the contract equivalent of what CRM did for customers: one place where every agreement is visible, structured, and queryable, so the organization can finally operate on what it has signed instead of guessing. Renewals become a dashboard, not a surprise. Obligations become searchable, not buried. Risk becomes visible before it becomes a bill.</span></p><p><span>Just as CRM was eventually something a serious company simply had, I think contract intelligence becomes table stakes the same way.</span></p><h3><span>The wedge</span></h3><p><span>Categories rarely get won by the most complete product. They get won by the easiest one to start using. CRM beat the spreadsheet not because it had more features but because it removed friction at the moment of adoption. The same will be true here. The contract intelligence tool that wins will be the one that meets companies where their contracts already are, rather than demanding a migration and a six-month implementation before delivering any value.</span></p><p><span>That is the bet behind Librari. Stay in Google Drive, where the contracts already live. Structure what is there. Deliver value in the first hour, not the second quarter. The category will be large, and it will be won at the point of least resistance.</span></p><h3><span>The takeaway</span></h3><p><span>If you ran a company in 1999 and skipped CRM, you spent the next decade at a disadvantage you could not quite name. Contracts are the next version of that story. The companies that make their agreements visible now will look, in a few years, the way CRM-native companies looked to everyone still running sales out of an inbox. Ahead, for a reason that will seem obvious in hindsight.</span></p><p></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Librari Review! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p></p>]]></content:encoded></item><item><title><![CDATA[The "AI lawyer" hype is a distraction. Here is what actually matters.]]></title><description><![CDATA[Nobody is replacing their general counsel with a chatbot. The real opportunity is quieter and much bigger.]]></description><link>https://blog.thelibrari.com/p/the-ai-lawyer-hype-is-a-distraction</link><guid isPermaLink="false">https://blog.thelibrari.com/p/the-ai-lawyer-hype-is-a-distraction</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Mon, 13 Jul 2026 14:01:42 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!hgSQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!hgSQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!hgSQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 424w, https://substackcdn.com/image/fetch/$s_!hgSQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 848w, https://substackcdn.com/image/fetch/$s_!hgSQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 1272w, https://substackcdn.com/image/fetch/$s_!hgSQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!hgSQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png" width="1200" height="640" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:640,&quot;width&quot;:1200,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1074133,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.thelibrari.com/i/206498204?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!hgSQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 424w, https://substackcdn.com/image/fetch/$s_!hgSQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 848w, https://substackcdn.com/image/fetch/$s_!hgSQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 1272w, https://substackcdn.com/image/fetch/$s_!hgSQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F194f0001-d025-4d1d-bdb8-c05c5aab8d52_1200x640.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p><span>Every few weeks another headline promises an AI lawyer. The framing is always the same: the robot will read your contracts, give you legal advice, and make your legal team smaller. It makes for a great headline and a terrible roadmap.</span></p><p><span>I have spent a lot of time around legal ops and procurement teams while building Librari, and I have never once heard someone say their problem is that they need a machine to practice law. What I hear, constantly, is something much more ordinary and much more expensive: they cannot see what they have already signed.</span></p><p><span>That is the real problem. And it is not a legal problem. It is an information problem wearing a legal costume.</span></p><h3><span>The advice is not the bottleneck</span></h3><p><span>When a contract goes wrong, it is rarely because someone gave bad legal advice. It is because a renewal auto-renewed before anyone noticed. A notice window closed. A price escalated on a clause nobody re-read. A duplicate agreement sat in another department. None of those are failures of legal judgment. They are failures of visibility. An AI lawyer that can argue a position brilliantly does nothing for a team that simply lost track of the date.</span></p><p><span>So the &#8220;AI lawyer&#8221; pitch is solving for the part that was never broken.</span></p><h3><span>What actually matters</span></h3><p><span>The valuable thing AI can do with contracts is much less dramatic and much more useful. It can read everything you have signed, pull out the facts that matter, and make sure the important dates and obligations stop hiding. Not advice. Awareness. The unglamorous work of turning a pile of documents into something a team can actually see and act on.</span></p><p><span>I would happily trade ten AI lawyers for one system that tells me, reliably, what renews next month and what it costs.</span></p><h3><span>Why the distraction is dangerous</span></h3><p><span>The hype is not harmless. It sets the wrong expectation for buyers, who go looking for a magic adviser and overlook the tool that would have actually saved them money. And it pushes builders toward the flashy demo instead of the boring infrastructure that creates real value. The market spends its attention on a question almost nobody is asking.</span></p><p><span>Meanwhile the mundane problem keeps costing real money, quietly, in every company that has ever signed more contracts than one person can hold in their head.</span></p><h3><span>The bet I am making</span></h3><p><span>I built Librari on the opposite premise. Not &#8220;AI will think like a lawyer,&#8221; but &#8220;AI will finally let you see your contracts.&#8221; Read them where they already live, structure what matters, surface the dates and dollars before they bite. It is a less exciting sentence than &#8220;AI lawyer.&#8221; It is also true, and it solves the problem people actually have.</span></p><p><span>The hype will move on to the next shiny thing. The companies that ignored it and fixed their visibility will be the ones who quietly stopped losing money on contracts they forgot they signed.</span></p><p></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Librari Review! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p></p>]]></content:encoded></item><item><title><![CDATA[Librari Raises $1.75M to Put an AI Contract Team Inside Every Growing Business ]]></title><description><![CDATA[Contract intelligence platform backed by a roster of leading CFOs, general counsels, and entrepreneurs, drawn by Librari&#8217;s early results in saving businesses money, reducing risk, and giving back t]]></description><link>https://blog.thelibrari.com/p/librari-raises-175m-to-put-an-ai</link><guid isPermaLink="false">https://blog.thelibrari.com/p/librari-raises-175m-to-put-an-ai</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Mon, 06 Jul 2026 19:31:37 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!_2qa!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!_2qa!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!_2qa!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 424w, https://substackcdn.com/image/fetch/$s_!_2qa!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 848w, https://substackcdn.com/image/fetch/$s_!_2qa!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 1272w, https://substackcdn.com/image/fetch/$s_!_2qa!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!_2qa!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png" width="728" height="408" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b8636b13-5e12-4715-9868-fd461489ae31_1456x816.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:false,&quot;imageSize&quot;:&quot;normal&quot;,&quot;height&quot;:816,&quot;width&quot;:1456,&quot;resizeWidth&quot;:728,&quot;bytes&quot;:311849,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.thelibrari.com/i/205648883?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:&quot;center&quot;,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!_2qa!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 424w, https://substackcdn.com/image/fetch/$s_!_2qa!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 848w, https://substackcdn.com/image/fetch/$s_!_2qa!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 1272w, https://substackcdn.com/image/fetch/$s_!_2qa!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb8636b13-5e12-4715-9868-fd461489ae31_1456x816.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong><span>FOR IMMEDIATE RELEASE<br></span></strong></p><div><hr></div><p><strong><span><br>AUSTIN, Texas, June 16, 2026.</span></strong><span> Librari, the contract intelligence platform which delivers savings for growing businesses via strategic contract administration, announced it has raised $1.75 million in pre-seed funding. Participants include early-stage funds and a</span><a href="https://www.thelibrari.com/about"><span> syndicate</span></a><span> of angel investors who are current and former CFOs, general counsels, and founders.</span></p><p><span>With Librari, companies know what&#8217;s in their contracts so they never get blindsided again. Contracts control revenue, costs, and risk, yet they scatter across shared drives, inboxes, and e-signature tools where they are easy to lose and easy to miss. Poor contract management costs businesses an estimated $2 trillion globally every year, and nearly one in three companies loses money annually from missed renewals alone.*</span></p><p><span>Librari closes that gap overnight. &#8220;I watched the same thing happen at every company: contracts scatter, renewals slip, money is lost, and hours disappear into searching,&#8221; said T.J. Clark, co-founder and CEO of Librari. &#8220;Librari connects in 60 seconds, with no IT project and no files moved, then surfaces the agreements hiding across your systems and tracks the renewals and deadlines that used to slip through. It turns your contract data into money saved, revenue protected, and risk removed, and this funding lets us give every business the kind of contract function that, until now, only the largest companies could afford.&#8221;</span></p><p><span>&#8220;We built Librari to deliver value on day one,&#8221; said Doug Squires, co-founder and CTO. &#8220;By the next morning it has read your contracts across every system you already use and made every term searchable in plain English, with cited answers you can trust for an audit, a board meeting, or a negotiation. It&#8217;s an AI contract administrator that never sleeps, so the busywork that used to fall on people now runs on its own, securely and on the customer&#8217;s terms.&#8221;</span></p><h2><strong><span>Backed by operators who have built category leaders</span></strong></h2><p><span>The round drew leaders who have founded, scaled, and advised category leaders across travel, technology, finance, and law. &#8220;The best companies solve an expensive problem that everyone has learned to live with,&#8221; said Karl Peterson, Chairman of Librari, co-founder of Hotwire.com and a senior partner at TPG. &#8220;Contract blind spots cost businesses trillions every year, and Librari closes that gap with results you can measure in days, not quarters.&#8221;</span></p><h2><strong><span>Built for the people who carry the risk</span></strong></h2><p><span>Librari serves the CFO and financial leaders, legal teams, procurement teams, and executives who answer for what is in the contracts.</span></p><p><span>&#8220;Every CFO and Chief Legal and Compliance Officer should demand this product,&#8221; said Tim Dunn, former CFO of Pepsi, Gap, and Hotwire.</span></p><p><span>Librari will use the new funding to deepen its product, expand its go-to-market team, and bring contract intelligence to more growing businesses.</span></p><p><span>Librari is free to try for 30 days, with no commitment. Start at </span><a href="https://www.thelibrari.com"><span>thelibrari.com</span></a><span>.</span></p><h2><strong><span>About Librari</span></strong></h2><p><span>Librari is a contract intelligence platform that helps growing businesses know what is in their contracts and never get blindsided again. Connect in 60 seconds, with no IT, no migration, and no files moved. By the next day, Librari surfaces every agreement across drives, email, and e-signature tools, makes every term searchable in plain English, and tracks key dates and renewals automatically, so businesses cut costs, protect revenue, reduce risk, and save time. Librari is SOC 2 Type II aligned, does not move customer files, and does not train on customer data. Co-founded by T.J. Clark (CEO) and Doug Squires (CTO), Librari is built by operators for operators. Learn more and start a free 30-day trial at </span><a href="https://www.thelibrari.com"><span>thelibrari.com</span></a><span>.</span></p><p><em><span>*Source: Docusign &amp; Deloitte Study, 2024.</span></em></p><h2><strong><span>Media Contact</span></strong></h2><p><span>Librari</span></p><p><span>Email: </span><a href="mailto:support@thelibrari.com"><span>support@thelibrari.com</span></a></p><p><span>Web: </span><a href="https://www.thelibrari.com"><span>thelibrari.com</span></a></p><p style="text-align: center;"></p>]]></content:encoded></item><item><title><![CDATA[Why “AI for contracts” fails without your clean contract data]]></title><description><![CDATA[Everyone is racing to point a language model at the pile of contracts in their drive. We believe that the winning approach to this opportunity is to first turn the pile into structured contract data.]]></description><link>https://blog.thelibrari.com/p/why-ai-for-contracts-fails-without-59a</link><guid isPermaLink="false">https://blog.thelibrari.com/p/why-ai-for-contracts-fails-without-59a</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Thu, 02 Jul 2026 02:28:51 GMT</pubDate><enclosure url="https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="pullquote"><p>&#8220;The risk in a portfolio is never in the contract you&#8217;re looking at. It&#8217;s in the one you&#8217;re not.&#8221;</p></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 424w, https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 848w, https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1272w, https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1456w" sizes="100vw"><img src="https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080" width="8333" height="5625" data-attrs="{&quot;src&quot;:&quot;https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:5625,&quot;width&quot;:8333,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Grid of glowing blue circles on light blue background&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Grid of glowing blue circles on light blue background" title="Grid of glowing blue circles on light blue background" srcset="https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 424w, https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 848w, https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1272w, https://images.unsplash.com/photo-1764821047387-6d81692f2c53?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wzMDAzMzh8MHwxfHNlYXJjaHwyM3x8Y2xlYW4lMjBkYXRhfGVufDB8fHx8MTc4Mjk1OTE4NXww&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=1080 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Photo by <a href="https://unsplash.com/@ernys">Ernys</a> on <a href="https://unsplash.com">Unsplash</a></figcaption></figure></div><p><span>There is a version of AI contract review that demos beautifully, but actually fails. You upload a contract, ask a question, and get a fluent answer in seconds. It feels like magic the first time. Then you run it across 200 agreements, in 5 different formats, signed over 5 years. The magic falls apart. The model misses a renewal buried in an amendment. It confidently summarizes a clause that was superseded two versions ago. It cannot tell you which of your contracts share the same risky indemnity language, because it has never seen them as a set.</span></p><p><span>The problem is not the model. The problem is that you handed it unstructured text and asked it to behave like structured data. Most teams discover this gap only after they have bought something. It is worth understanding before you do.</span></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Librari Review! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!oY4H!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!oY4H!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 424w, https://substackcdn.com/image/fetch/$s_!oY4H!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 848w, https://substackcdn.com/image/fetch/$s_!oY4H!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 1272w, https://substackcdn.com/image/fetch/$s_!oY4H!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!oY4H!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:81961,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.thelibrari.com/i/204562886?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!oY4H!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 424w, https://substackcdn.com/image/fetch/$s_!oY4H!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 848w, https://substackcdn.com/image/fetch/$s_!oY4H!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 1272w, https://substackcdn.com/image/fetch/$s_!oY4H!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16ae488e-1973-4263-a735-b48fecc24f92_1600x900.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2><strong><span>What &#8220;unstructured&#8221; actually costs you</span></strong></h2><p><span>A contract is not really a document. It is a bespoke set of obligations, dates, parties, amounts, and conditions wrapped in thousands of phrases and numbers. When you treat it as prose, you can read it. Lawyers understand the nuances in it. Hardly anyone can operate on it. You cannot sort every agreement by renewal date, flag every auto-renew clause across the portfolio, or answer &#8220;what is our total committed spend next year&#8221; without opening each file and rereading it.</span></p><p><span>Large language models are extraordinary. They are not, on their own, a system of record. Ask a model to read one contract, and it shines. Ask it to be the single source of truth for what your company is bound to, and you are asking a reader to do the job of a database.</span></p><h2><strong><span>Structure is what turns reading into knowing</span></strong></h2><p><span>Structured data is simply the contract&#8217;s important facts pulled into consistent data fields: counterparty, effective date, term, renewal type, notice window, value, governing law, and key obligations. Once those facts live in fields rather than paragraphs, three things become possible that were impossible before.</span></p><p><span>First, you see the whole set at once. Every renewal in the next ninety days. Every contract has a particular clause. Every agreement over a certain value. The portfolio stops being a folder and becomes a view.</span></p><p><span>Second, the AI gets dramatically more reliable. A model reasoning over clean fields makes fewer mistakes than a model re-reading raw text every time, because the hard part, extraction, happened once and got checked, instead of being guessed at on every search or question.</span></p><p><span>Third, nothing falls through. Renewals, notice deadlines, and escalations stop depending on whether someone remembered to read the right clause. The date exists as data, so it can trigger an alert.</span></p><h2><strong><span>Why so many tools skip this step</span></strong></h2><p><span>Extraction is the unglamorous part. It is faster to ship a chat box over a document store and call it AI contract review. It demos well, and it is cheap to build. But it pushes the hard problem onto the customer, who discovers months later that the tool can answer questions about a contract they already found, and is no help at all with the contracts they have forgotten they have.</span></p><p><span>The forgotten contracts are the whole point. The risk in a portfolio is almost never in the agreement you are actively looking at. It is in the one you are not. That is the blind spot, and it is exactly the thing that costs you.</span></p><h2><strong><span>What good looks like</span></strong></h2><p><span>A contract intelligence system should do the boring work first. Read every agreement, extract the facts into a consistent structure, let a human confirm anything ambiguous, and only then put an AI layer on top for questions and analysis. The order matters. Structure first, intelligence second. Reverse it and you get a clever assistant sitting on top of a mess.</span></p><p><span>At Librari we built it in that order on purpose, and we kept it where the contracts already live, inside Google Drive, so the structure forms around your existing files instead of asking you to migrate into yet another system. The goal is not a smarter search box. It is to make everything you have signed legible, so decisions get made on what is true rather than on what someone happened to remember. You connect once, nothing moves, and you know what you have by the next day.</span></p><h2><strong><span>The takeaway</span></strong></h2><p><span>If you are evaluating AI for contracts, ask one question early: does this turn my contracts into structured data, or does it just read them on demand? The first is a system you can run a business on. The second is a demo. They look identical for the first ten minutes and nothing alike by month two.</span></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Librari Review! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[In Memoriam: Josh Baer]]></title><description><![CDATA["You're off to great places. Today is your day. Your mountain is waiting. So get on your way." - Dr. Seuss, read at Josh's memorial]]></description><link>https://blog.thelibrari.com/p/in-memoriam-josh-baer</link><guid isPermaLink="false">https://blog.thelibrari.com/p/in-memoriam-josh-baer</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Sat, 27 Jun 2026 01:31:08 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!4_5C!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff07c8b6b-29fb-4cde-835b-19ecf9b46dee_4096x3072.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="image-gallery-embed" data-attrs="{&quot;gallery&quot;:{&quot;images&quot;:[{&quot;type&quot;:&quot;image/jpeg&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f07c8b6b-29fb-4cde-835b-19ecf9b46dee_4096x3072.jpeg&quot;},{&quot;type&quot;:&quot;image/jpeg&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/01d47906-61c8-4c21-9057-ecf46e137381_4096x3072.jpeg&quot;},{&quot;type&quot;:&quot;image/jpeg&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/ebb4e44a-b839-48f3-aecc-598ac3930f44_4096x3072.jpeg&quot;}],&quot;caption&quot;:&quot;Joshua Baer built something that captures everything he believed in teaching: http://delegation.school  a free online course that teaches you how to really use AI. It is generous, practical, and unmistakably Josh: take what you've learned, and give it away so others can go further&quot;,&quot;alt&quot;:&quot;&quot;,&quot;staticGalleryImage&quot;:{&quot;type&quot;:&quot;image/png&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0d2f74ff-2b0d-4ed1-bae4-d8fc83d9380b_1456x474.png&quot;}},&quot;isEditorNode&quot;:true}"></div><p><span>I wanted to convey my thoughts and deep sadness about the loss of our friend and board member, Josh Baer.</span></p><p><span>Josh sat on the Librari board, but the way I will always remember him is &#8220;leading from the front&#8221; and teaching people. Thanks to Josh, we taught the Longhorn Startup class together at the University of Texas, and that experience changed how I think about building, teaching, and what it means to leave something behind.</span></p><p><span>Standing up in front of a room of students with Josh was a master class in itself. He wasn&#8217;t there to impress anyone. He was there to give something away. He believed, deeply, that the most valuable thing you can do is teach someone something they would not have learned otherwise. Watching him do it, week after week, I came to understand that teaching was never a side project for Josh. It was the whole point - to his whole life.</span></p><p><span>Josh shared something with me not long ago about why he spent so much of his life building, teaching, and sharing ideas. I want to share it, because it is Josh at his most honest:</span></p><div class="pullquote"><p><span>&#8220;For a long time, I thought of projects as projects. But I&#8217;ve come to see that many of them are really my version of writing a book. They&#8217;re a way of taking things I&#8217;ve learned and passing them on to other people... Creating things that outlast me. Helping people learn something they wouldn&#8217;t have learned otherwise.&#8221;</span></p></div><p>Josh viewed his teaching as a way of continuing the conversation after we're gone.</p><h2><span>What Josh taught me</span></h2><p><span>If I distill what Josh taught me, here&#8217;s what I think about:</span></p><ol><li><p><span>Your projects are really your way of writing a book. They are how you pass on what you&#8217;ve learned.</span></p></li></ol><ol start="2"><li><p><span>Legacy isn&#8217;t recognition or achievement. It&#8217;s the ideas, tools, and lessons you leave behind that help other people.</span></p></li></ol><ol start="3"><li><p><span>Teach people something they might not have learned otherwise. That is the most useful thing you can do with what you know.</span></p></li></ol><ol start="4"><li><p><span>As you get older, think less about outcomes and more about people. Less about money and more about relationships. Less about what you built and more about how others felt while building it with you.</span></p></li></ol><ol start="5"><li><p><span>Your impact on the people around you may matter more than any achievement. The work matters. But in the end, people remember something much simpler. They remember how you made them feel.</span></p></li></ol><p><span>That last one is the truest thing I know about Josh. I remember exactly how he made me feel. Believed in. Pushed. Trusted to do more than I thought I could. Anyone who spent time with him knows that feeling, and it is the most lasting thing he gave us.</span></p><h2><span>Carry it forward</span></h2><p><span>Josh built one more thing that captures everything he believed about teaching. It&#8217;s called delegation.school, a free online course that teaches people how to really use AI. It is generous, practical, and unmistakably Josh: take what you&#8217;ve learned, and give it away so others can go further.</span></p><p><span>If you want to honor him, take the class. Learn something new. Then teach it to someone else. That was always the assignment.</span></p><p><span>We love you, Josh. Your mountain is waiting, and so is ours.</span></p><p></p>]]></content:encoded></item><item><title><![CDATA[Why “AI for contracts” fails without your clean contract data]]></title><description><![CDATA[Everyone is racing to point a language model at the pile of contracts in their drive. We believe that the winning approach to this opportunity is to first turn the pile into structured contract data.]]></description><link>https://blog.thelibrari.com/p/why-ai-for-contracts-fails-without</link><guid isPermaLink="false">https://blog.thelibrari.com/p/why-ai-for-contracts-fails-without</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Tue, 16 Jun 2026 23:42:30 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!mO1f!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!mO1f!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!mO1f!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 424w, https://substackcdn.com/image/fetch/$s_!mO1f!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 848w, https://substackcdn.com/image/fetch/$s_!mO1f!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 1272w, https://substackcdn.com/image/fetch/$s_!mO1f!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!mO1f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png" width="1200" height="640" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:640,&quot;width&quot;:1200,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1005675,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.thelibrari.com/i/202361373?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!mO1f!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 424w, https://substackcdn.com/image/fetch/$s_!mO1f!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 848w, https://substackcdn.com/image/fetch/$s_!mO1f!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 1272w, https://substackcdn.com/image/fetch/$s_!mO1f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff722072c-5406-45b8-a2ad-7c6de4f1977b_1200x640.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>There is a version of AI contract review that demos beautifully, but actually fails. You upload a contract, ask a question, and get a fluent answer in seconds. It feels like magic the first time. Then you run it across 200 agreements, in 5 different formats, signed over 5 years. The magic falls apart. The model misses a renewal buried in an amendment. It confidently summarizes a clause that was superseded two versions ago. It cannot tell you which of your contracts share the same risky indemnity language, because it has never seen them as a set.</span></p><p><span>The problem is not the model. The problem is that you handed it unstructured text and asked it to behave like structured data. Most teams discover this gap only after they have bought something. It is worth understanding before you do.</span></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Librari Review! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h2><strong><span data-color="rgb(51, 51, 51)" style="color: rgb(51, 51, 51);">What &#8220;unstructured&#8221; actually costs you</span></strong></h2><p><span>A contract is not really a document. It is a bespoke set of obligations, dates, parties, amounts, and conditions wrapped in thousands of phrases and numbers. When you treat it as prose, you can read it. Lawyers understand the nuances in it. Hardly anyone can operate on it. You cannot sort every agreement by renewal date, flag every auto-renew clause across the portfolio, or answer &#8220;what is our total committed spend next year&#8221; without opening each file and rereading it.</span></p><p><span>Large language models are extraordinary. They are not, on their own, a system of record. Ask a model to read one contract, and it shines. Ask it to be the single source of truth for what your company is bound to, and you are asking a reader to do the job of a database.</span></p><h2><strong><span data-color="rgb(51, 51, 51)" style="color: rgb(51, 51, 51);">Structure is what turns reading into knowing</span></strong></h2><p><span>Structured data is simply the contract&#8217;s important facts pulled into consistent data fields: counterparty, effective date, term, renewal type, notice window, value, governing law, and key obligations. Once those facts live in fields rather than paragraphs, three things become possible that were impossible before.</span></p><p><span>First, you see the whole set at once. Every renewal in the next ninety days. Every contract has a particular clause. Every agreement over a certain value. The portfolio stops being a folder and becomes a view.</span></p><p><span>Second, the AI gets dramatically more reliable. A model reasoning over clean fields makes fewer mistakes than a model re-reading raw text every time, because the hard part, extraction, happened once and got checked, instead of being guessed at on every search or question.</span></p><p><span>Third, nothing falls through. Renewals, notice deadlines, and escalations stop depending on whether someone remembered to read the right clause. The date exists as data, so it can trigger an alert.</span></p><h2><strong><span data-color="rgb(51, 51, 51)" style="color: rgb(51, 51, 51);">Why so many tools skip this step</span></strong></h2><p><span>Extraction is the unglamorous part. It is faster to ship a chat box over a document store and call it AI contract review. It demos well, and it is cheap to build. But it pushes the hard problem onto the customer, who discovers months later that the tool can answer questions about a contract they already found, and is no help at all with the contracts they have forgotten they have.</span></p><p><span>The forgotten contracts are the whole point. The risk in a portfolio is almost never in the agreement you are actively looking at. It is in the one you are not. That is the blind spot, and it is exactly the thing that costs you.</span></p><blockquote><h3>The risk in a portfolio is never in the contract you&#8217;re looking at. It&#8217;s in the one you&#8217;re not.</h3></blockquote><h2><strong><span data-color="rgb(51, 51, 51)" style="color: rgb(51, 51, 51);">What good looks like</span></strong></h2><p><span>A contract intelligence system should do the boring work first. Read every agreement, extract the facts into a consistent structure, let a human confirm anything ambiguous, and only then put an AI layer on top for questions and analysis. The order matters. Structure first, intelligence second. Reverse it and you get a clever assistant sitting on top of a mess.</span></p><p><span>At Librari we built it in that order on purpose, and we kept it where the contracts already live, inside Google Drive, so the structure forms around your existing files instead of asking you to migrate into yet another system. The goal is not a smarter search box. It is to make everything you have signed legible, so decisions get made on what is true rather than on what someone happened to remember. You connect once, nothing moves, and you know what you have by the next day.</span></p><h2><strong><span data-color="rgb(51, 51, 51)" style="color: rgb(51, 51, 51);">The takeaway</span></strong></h2><p><span>If you are evaluating AI for contracts, ask one question early: does this turn my contracts into structured data, or does it just read them on demand? The first is a system you can run a business on. The second is a demo. They look identical for the first ten minutes and nothing alike by month two.</span></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Librari Review! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[Contracts Found. Chaos Reduced. Here's What's New.]]></title><description><![CDATA[Librari Product Update &#8212; April 2026]]></description><link>https://blog.thelibrari.com/p/contracts-found-chaos-reduced-heres</link><guid isPermaLink="false">https://blog.thelibrari.com/p/contracts-found-chaos-reduced-heres</guid><pubDate>Thu, 30 Apr 2026 00:37:52 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!x6zv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!x6zv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!x6zv!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 424w, https://substackcdn.com/image/fetch/$s_!x6zv!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 848w, https://substackcdn.com/image/fetch/$s_!x6zv!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 1272w, https://substackcdn.com/image/fetch/$s_!x6zv!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!x6zv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png" width="1456" height="485" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/bdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:485,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:845914,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.thelibrari.com/i/195938466?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!x6zv!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 424w, https://substackcdn.com/image/fetch/$s_!x6zv!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 848w, https://substackcdn.com/image/fetch/$s_!x6zv!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 1272w, https://substackcdn.com/image/fetch/$s_!x6zv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbdf74b4d-7052-4e65-8d03-3285636f9d61_2160x720.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>We're building <strong><a href="http://www.thelibrari.com">Librari</a></strong><a href="http://www.thelibrari.com"> </a>to solve a problem we've experienced in every business we've run: contracts get scattered across email, drives, and DocuSign - so you end up with missed renewals, surprises, and hours spent searching. We automatically find and organize your contracts. With clarity and control, you protect revenue, cut costs, reduce risk, and save time.<br><br><strong>Librari Product Update - April 2026<br></strong><br>We've been heads down building. Here's what's new:<br>&#128269; Faster, smarter search - significantly improved performance across large contract libraries. Finding what you need is now faster than ever.<br>&#128274; Stronger team controls - Librari is better with your teammates. We've expanded admin controls to manage team access and permissions.<br>&#128197; Enhanced reminders - weekly email reminders for upcoming renewals and expirations, plus a calendar view of every deadline on the horizon.<br>&#128268; New connectors coming soon - yes, Microsoft Outlook, SharePoint, and OneDrive are launching. Wherever your contracts live, we'll find them.<br><br>We're in live beta and would love to have you try it, risk-free at <strong><a href="http://www.thelibrari.com">Librari</a></strong><a href="http://www.thelibrari.com">.</a></p><p></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Contracts under control. Subscribe to The Librari Review for product updates, tips, and what we're building next.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[How 81,000 People Feel About AI - And How Your AI Strategy Can Benefit From It]]></title><description><![CDATA[Anthropic just published what may be the largest qualitative study on AI ever conducted - 81,000 people sharing their hopes, fears, and lived experiences with AI.]]></description><link>https://blog.thelibrari.com/p/how-81000-people-feel-about-ai-and</link><guid isPermaLink="false">https://blog.thelibrari.com/p/how-81000-people-feel-about-ai-and</guid><dc:creator><![CDATA[T.J. Clark]]></dc:creator><pubDate>Fri, 20 Mar 2026 19:28:24 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!hGuR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Anthropic&#8217;s groundbreaking study is worth reading in full (link below). What struck us most wasn&#8217;t the optimism or the anxiety in isolation - it was how tightly the two are bound together in the same person. People want AI to free up their thinking. They&#8217;re also afraid it&#8217;ll replace it. We&#8217;ve felt those exact tensions while building our AI legal company, Librari. Here&#8217;s how we&#8217;re thinking about them.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!hGuR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!hGuR!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 424w, https://substackcdn.com/image/fetch/$s_!hGuR!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 848w, https://substackcdn.com/image/fetch/$s_!hGuR!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 1272w, https://substackcdn.com/image/fetch/$s_!hGuR!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!hGuR!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png" width="1456" height="704" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/efea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:704,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:213527,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.thelibrari.com/i/191613850?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!hGuR!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 424w, https://substackcdn.com/image/fetch/$s_!hGuR!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 848w, https://substackcdn.com/image/fetch/$s_!hGuR!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 1272w, https://substackcdn.com/image/fetch/$s_!hGuR!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fefea4ceb-e430-4daf-a559-68c1de9dd023_1970x952.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>The professionals who stay ahead already know what they agreed to.</h2><p>The #1 thing people want from AI is professional excellence: handling the routine so they can focus on higher-value, strategic work. For legal, finance, and procurement teams, that routine is contract review. Searching drives. Checking renewal dates. Pulling terms from PDFs.</p><p>Librari does that work for you - so you can make the decisions.</p><blockquote><p><em>&#8220;If AI truly handled the mental load&#8230; it would give me back something priceless: undivided attention.&#8221;</em> - Manager/Executive, Denmark</p></blockquote><p>That&#8217;s the shift. Not faster busywork. Actual thinking time on the decisions that matter.</p><p><strong>What Librari gives back:</strong></p><p><strong>Better decisions.</strong> 22% of people in the survey cited AI-assisted decision-making as a tangible benefit they&#8217;d already experienced. For contract teams, that means surfacing the right clause before the negotiation, not after the dispute.</p><p><strong>Time back.</strong> Half of all respondents cited time savings as a real benefit they&#8217;d lived. For contract-heavy teams, that time compounds fast.</p><p><strong>Less mental load.</strong> 14% of respondents specifically wanted AI as cognitive scaffolding - managing complexity so they could focus on what actually requires their judgment. That&#8217;s exactly what Librari does with your contract portfolio.</p><div><hr></div><h2>You&#8217;ve been burned by AI before. We designed for that.</h2><p>Unreliability is the single most common concern in AI adoption: 27% of people worry about hallucinations, inaccurate outputs, and the burden of having to verify everything the AI tells them. Nearly half of all lawyers specifically reported coming up against AI unreliability firsthand.</p><p>We know. We built Librari for exactly those people.</p><blockquote><p><em>&#8220;An assistant that sounds sure but is often wrong forces you to treat everything as suspect. Instead of freeing attention, it creates a permanent &#8216;fact-check tax.&#8217;&#8221;</em> - United States</p></blockquote><p>Here&#8217;s why contract intelligence is different:</p><p><strong>Contracts are deterministic.</strong> A renewal date is a renewal date. A payment term is a payment term. There&#8217;s no &#8220;interpretation.&#8221; Librari extracts what&#8217;s there. When the data is in the document, it&#8217;s right.</p><p><strong>We built Librari Verify.</strong> Our new continuous extraction evaluation system runs ongoing accuracy checks against your contract data. We know where we&#8217;re strong. We know where we&#8217;re getting stronger. And we tell you.</p><p><strong>We never guess.</strong> Where Librari doesn&#8217;t have high confidence in an extraction, it says so. We&#8217;d rather surface uncertainty than manufacture a wrong answer.</p><p>We designed Librari to be the opposite of that fact-check tax: precise where precision is possible, and honest where it isn&#8217;t.</p><div><hr></div><h2>Librari doesn&#8217;t replace your legal team. It makes them better and faster.</h2><p>22% of people surveyed cited job displacement as a primary concern - the strongest single predictor of negative AI sentiment overall.</p><p>If you&#8217;re a lawyer or paralegal reading this: we hear you. And we think the concern is aimed at the wrong target.</p><p>The threat to legal work isn&#8217;t contract intelligence. It&#8217;s the team that has contract intelligence while yours doesn&#8217;t. They catch the auto-renewal before it locks. They know the liability cap before the negotiation starts. They move faster, with more confidence, on every deal.</p><p>Workers consistently said they wanted AI to automate routine tasks while preserving the parts of their jobs that define their expertise. That&#8217;s exactly the split Librari makes. We handle the finding, the organizing, the surfacing. You handle the thinking, the judgment, the strategy.</p><p>The goal isn&#8217;t fewer lawyers. It&#8217;s better ones.</p><div><hr></div><h2>Your contracts don&#8217;t leave your environment. Ever.</h2><p>This one didn&#8217;t make the Anthropic survey - but it&#8217;s the first thing our users ask us. So we&#8217;ll say it plainly.</p><p>Most AI tools move your data to analyze it. Librari doesn&#8217;t. Your contracts stay in your systems. We connect to them, read them, and surface intelligence. The files never transfer to us.</p><p><strong>What that means practically:</strong></p><ul><li><p>Your Google Drive stays your Google Drive.</p></li><li><p>Your DocuSign vault stays your DocuSign vault.</p></li><li><p>Librari sees what you authorize. Nothing more.</p></li></ul><p><strong>Role-based access, respected.</strong> If someone in your company can&#8217;t see a contract in your existing system, they can&#8217;t see it in Librari either. We honor the permissions you&#8217;ve already set. Finance sees finance. Legal sees legal. No cross-contamination.</p><p>CASA certified.  SOC 2 Type II aligned and certification in progress. </p><div><hr></div><h2>The hesitancy is the problem.</h2><p>The contracts you&#8217;re not tracking right now are still active. Those renewal clauses are still running. Those liability terms are still in effect. Not connecting Librari doesn&#8217;t make your contract exposure go away. It just keeps it invisible.</p><p>81% of people who engaged with AI said it had already taken a meaningful step toward their stated goal. The gap between &#8220;I&#8217;ve heard about this&#8221; and &#8220;this is actually working for me&#8221; is smaller than you think.</p><p>Connect in 60 seconds. No migration. No long-term commitment. No data movement.</p><p><strong><a href="https://thelibrari.com/">Start free - connect your first integration</a></strong></p><div><hr></div><p><em>Quotes and statistics sourced from Anthropic&#8217;s 81K Survey: &#8220;What 81,000 People Want from AI,&#8221; published March 18, 2026. Full study at <a href="https://www.anthropic.com/features/81k-interviews">anthropic.com/features/81k-interviews</a>.</em></p>]]></content:encoded></item><item><title><![CDATA[Contract Blindness: An unacceptable business risk. Now easily solved. ]]></title><description><![CDATA[By T.J. Clark, Co-Founder & CEO, Librari March 2026]]></description><link>https://blog.thelibrari.com/p/contract-blindness-an-unacceptable</link><guid isPermaLink="false">https://blog.thelibrari.com/p/contract-blindness-an-unacceptable</guid><dc:creator><![CDATA[T.J. Clark]]></dc:creator><pubDate>Wed, 18 Mar 2026 17:45:19 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!1LKM!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feb6faab5-ec92-4c3a-bd83-74d4f2b1e0b3_600x600.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<blockquote><p><em><strong>The real risk is not bad contracts. It is not knowing what you already agreed to.</strong></em></p></blockquote><p>Most business conversations about contracts focus on getting them signed. Negotiating the right terms. Protecting the right rights. Closing the deal.</p><p>What happens next? They disappear.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Librari's Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p>Into inboxes. Into shared drives. Into the institutional memory of whoever handled them. Once they are gone, the clock keeps ticking on deadlines nobody is watching.</p><p>We call this Contract Blindness. At Librari, we believe it is one of the most preventable and most expensive operational problems in business today.</p><p>I want to share three stories that make this concrete. These are not hypotheticals. They are real companies, real courtrooms, real consequences. The best way to understand what contract blindness costs is to look at what it has already cost.</p><h2><strong>Case 1: They Lost a Mountain Over a Molehill</strong></h2><p><em>Park City Mountain Resort, Utah, 2011</em></p><p>Since 1971, Powdr Corporation operated Park City Mountain Resort, one of the largest ski resorts in America, on 2,852 leased acres. The annual rent? A jaw-dropping $155,000. Locked in at early-1970s rates. One of the best commercial leases in the country.</p><p>The only thing Powdr had to do to keep it was send a renewal notice every 20 years.</p><p>In May 2011, an executive realized that the April 30th renewal deadline had passed two days earlier. They sent the notice anyway, backdated to April 30th.</p><p>The landowner, Talisker, was ready. They rejected the notice, declared the lease expired, and began the process of evicting Powdr from their own mountain.</p><p>After three years of litigation, a Utah court ruled against Powdr. Facing eviction with no remaining legal options, Powdr sold Park City Mountain Resort to Vail Resorts in 2014 for $182.5 million.</p><blockquote><p><em><strong>One missed written notice. A backdated letter. $182 million. A business they no longer own.</strong></em></p></blockquote><p>The executive responsible later testified she believed the renewal was &#8216;automatic&#8217; and had &#8216;already been gained verbally.&#8217; She resigned in 2014.</p><p>Two days late. Everything gone.</p><p>Read more: <a href="https://www.econsoapbox.com/p/that-time-a-ski-resort-got-evicted">That time a ski resort got evicted from its own mountain</a> | <a href="https://leasecake.com/blog/losing-a-mountain-over-a-molehill">Losing a Mountain Over a Molehill (Leasecake)</a></p><h2><strong>Case 2: The Option Window That Slammed Shut, One Day Late</strong></h2><p><em>Maffei v. IAC / Expedia / Barry Diller, Delaware, 2005 to 2008</em></p><p>Greg Maffei served as Chairman of Expedia and held $28 million in stock options as part of his compensation. In 2005, when IAC spun off Expedia as an independent public company, IAC and chairman Barry Diller took the position that Maffei&#8217;s options had expired. The exercise window, they argued, had closed. Maffei had missed it.</p><p>Maffei disagreed. But disagreement without documentation is just an argument.</p><p>Nobody had tracked the window carefully. Nobody had a system flagging the deadline. And when the spinoff restructured the corporate relationships around those options, nobody caught that the clock had already stopped.</p><p>The dispute became a central catalyst in one of the most contentious corporate governance battles of the decade. Liberty Media versus IAC. A five-day expedited trial in Delaware Chancery Court in 2008. Diller called Maffei an &#8216;irresponsible executive&#8217; from the witness stand. Malone described the relationship as having &#8216;the hook set.&#8217;</p><p>IAC won. The court ruled in Diller&#8217;s favor across all claims.</p><blockquote><p><em><strong>A narrow missed window on a stock option cost $28 million and ignited years of litigation that neither side had planned for.</strong></em></p></blockquote><p>This is a different form of contract blindness. Not a missed renewal deadline. A missed exercise window on an option that no one was actively tracking. One person&#8217;s assumption about what was still available. Tens of millions of dollars at stake. A corporate war that burned for years afterward.</p><p>The width of the miss does not matter. What matters is that the window existed in a contract. No system surfaced it. Nobody watched it. And when it closed, it stayed closed.</p><p>Read more: <a href="https://www.nexttv.com/news/diller-maffei-smeared-me-377545">Diller: Maffei Smeared Me (Multichannel News)</a> | <a href="https://www.cbsnews.com/news/highlights-of-delaware-ruling-maintaining-dillers-rights-to-vote-libertys-iac-stock/">Delaware Chancery Court ruling summary (CBS News)</a></p><h2><strong>Case 3: Written Notice Required. Over $4 Million Gone.</strong></h2><p><em>James Construction Group v. Westlake Chemical Corp., Texas, 2019.</em></p><p>Westlake Chemical hired James Construction Group to perform over $500 million in civil and mechanical construction work at a chlor-alkali plant. After repeated safety violations, Westlake decided to terminate the contract.</p><p>The contract was specific about what termination required. Before Westlake could enforce default, it was obligated to provide three written notices: first, written notice of serious safety violations with 72 hours for James to begin remediation; second, written notice that Westlake was unsatisfied with that remediation; and third, written notice of termination.</p><p>Westlake gave oral notice instead. Meetings. Phone calls. Email conversations. Everyone in the room knew about the problems. The knowledge existed. The written notices did not.</p><p>The Texas Supreme Court ruled in 2022 on an issue of first impression: oral notice cannot substitute for written notice, even when the other party has full knowledge of the underlying facts.</p><p>The consequences were substantial. Westlake forfeited over $1.1 million in direct damages it could not recover, plus $2.9 million in attorney&#8217;s fees. Costs it was entitled to under the contract. Gone because no one sent the letters.</p><blockquote><p><em><strong>A $500 million construction project. Safety violations everyone knew about. Over $4 million in recoverable damages forfeited because no one sent the required written notices.</strong></em></p></blockquote><p>Read more: <a href="https://rreeselaw.com/case-law-update-james-construction-group-l-l-c-v-westlake-chemical-corp/">Plain-English case summary (RR&amp;A)</a> | <a href="https://law.justia.com/cases/texas/supreme-court/2022/20-0079.html">Texas Supreme Court opinion (Justia)</a> | <a href="https://www.porterhedges.com/texas-construction-law/substantial-compliance-when-the-contract-doesnt-always">Construction law analysis (Porter Hedges)</a></p><h2><strong>What These Three Cases Have in Common</strong></h2><p>Notice what these companies are not.</p><p><strong>They are not small businesses with no legal resources.</strong> Powdr ran one of America&#8217;s largest ski resorts. IAC was a Fortune 500 media company. Westlake Chemical was running a half-billion-dollar construction project.</p><p><strong>They are not careless people.</strong> The people involved were executives, operators, and attorneys. They were paying attention, just to the wrong things.</p><p><strong>They are not ignorant of the underlying facts.</strong> In every case, the relevant people knew about the lease, the options, the safety violations. Knowledge existed. What was missing was a system connecting that knowledge to the contract terms and the deadlines those terms created.</p><blockquote><p><em><strong>The real problem is not that contracts were lost. It is that the obligations inside them were invisible until it was too late.</strong></em></p></blockquote><p>That is Contract Blindness. It is not a legal department problem, an IT problem, or a compliance problem. It is a business operations problem. It costs companies across every industry through missed renewals, lost rights, forfeited claims, and decisions made without information that was sitting in a file somewhere, never surfaced.</p><h2><strong>What We Are Building at Librari</strong></h2><p>At Librari, we started from a simple premise: contracts are financial instruments, not PDFs. Every signed agreement contains obligations, rights, deadlines, and risks that are actively shaping your business, whether you are watching them or not.</p><p>Most companies today manage this with spreadsheets, calendar reminders, and institutional memory. That approach works until it does not. And the failure usually arrives at the worst possible time: a renewal you missed, a notice you forgot, a right you let expire.</p><p>We built Librari to solve what we call Problem Zero, the foundational problem that precedes every other contract management question: Can you find your contracts? Do you know what is in them? Are you watching what matters?</p><p>Librari automatically finds and organizes contracts across the systems businesses already use, including email, shared drives, CRMs, and DocuSign. No migration required. No new workflows imposed. Setup takes about 60 seconds. From there, Librari surfaces the obligations, deadlines, and risks buried in those agreements, so your team moves from reactive to proactive.</p><p><em><strong>If you have to look, you are already late. Real control means you already know.</strong></em></p><p>We designed Librari for growing businesses: the CFO managing a complex vendor portfolio, the ops team tracking dozens of service agreements, the legal lead who needs to know what the company has actually agreed to without spinning up a project to find out.</p><p>We priced it the way we built it: simple, low commitment, no friction. The companies that need contract intelligence most are not the ones with enterprise legal operations teams. They are the ones building fast, signing agreements constantly, and realizing too late that something important slipped through.</p><h2><strong>The Uncomfortable Truth</strong></h2><p>The three cases above are public because they ended in court. For every Powdr Corp., there are thousands of companies that quietly renewed a contract they wanted to exit, lost a right they did not know they had, or paid damages on a claim they should have been able to defend. All because the contract was signed, filed, and forgotten.</p><p>Contract blindness is a solvable problem. The technology exists. The systems can be connected. The deadlines can be surfaced. The obligations can be visible before they become consequences.</p><p>That is the work we are doing at Librari. If you are running a business where contracts quietly control more than you realize, we would love to show you what clarity looks like.</p><p></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.thelibrari.com/&quot;,&quot;text&quot;:&quot;Learn More&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.thelibrari.com/"><span>Learn More</span></a></p><p><br>Learn more at <a href="https://thelibrari.com">thelibrari.com</a>  |  Start a free trial. No commitment, no migration required.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.thelibrari.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Librari's Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[The New Bar at Work Isn’t “Trying AI.” It’s Proving Value. Fast. ]]></title><description><![CDATA[Three things caught my attention in the past 24 hours...]]></description><link>https://blog.thelibrari.com/p/the-new-bar-at-work-isnt-trying-ai</link><guid isPermaLink="false">https://blog.thelibrari.com/p/the-new-bar-at-work-isnt-trying-ai</guid><dc:creator><![CDATA[Librari]]></dc:creator><pubDate>Tue, 10 Mar 2026 18:31:27 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!LiKf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F574e4a8c-46fd-430d-9ca9-ed2a35e2b83a_1080x1350.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>First, the <strong><a href="https://www.linkedin.com/company/the-wall-street-journal/">The Wall Street Journal</a></strong> said tech companies are moving past &#8220;AI curiosity.&#8221; They&#8217;re starting to require AI use, track it, and in some cases tie it to performance reviews.<br><br>Second, this AI expectation isn&#8217;t limited to tech companies. A friend of mine, <strong><a href="https://www.linkedin.com/in/jeff-hurst-atx/">Jeff Hurst</a></strong>, former President of <strong><a href="https://www.linkedin.com/company/expediagroup/">Expedia Group</a></strong> and current CEO of <strong><a href="https://www.linkedin.com/company/furnished-finder/">Furnished Finder</a></strong> added AI productivity to their goals and incentives, &#8220;for demonstrable value in using AI in their daily operations to reduce repetitive tasks and allow focus on higher value work that is frankly more fun.&#8221; <br><br>Third, I caught up <strong><a href="https://www.linkedin.com/in/tim-dunn-a95151/">Tim Dunn</a></strong> yesterday (former CFO at <strong><a href="https://www.linkedin.com/company/pepsico/">PepsiCo</a></strong>, <strong><a href="https://www.linkedin.com/company/gap-inc--gap/">Gap</a></strong>, and Hotwire, and operating partner at <strong><a href="https://www.linkedin.com/company/tpg-capital/">TPG</a></strong>). His CFO perspective was simple: &#8220;If you want leadership to care, don&#8217;t show them a tool. Show them value they can understand at an instant glance, and show it fast.&#8221;<br><br>So what does this look like in practice?<br><br>First, don&#8217;t go rogue! Use AI in ways that fit your company&#8217;s security and approvals. <br><br>Consider a simple three-step approach:<br><br>1) Pick one weekly time-waster.<br>Go after the manual, repetitive stuff: searching across email and shared drives, rewriting the same documents, building the same spreadsheet update again and again. <br><br>2) Make the goal simple &#8230; and measurable! <br>Examples:<br>- &#8220;I cut this from 3 hours to 30 minutes.&#8221;<br>- &#8220;Last month we had 6 missing renewals and last-minute surprises, after AI, none.&#8221;<br><br>3) Deliver something your boss can forward to her boss and the board. <br>A one-page summary. A list of upcoming deadlines. A simple &#8220;here&#8217;s what we have, here&#8217;s what&#8217;s missing&#8221; table. <br><br>These trends were top of mind as my co-founder <strong><a href="https://www.linkedin.com/in/dougsquires/">Doug Squires</a></strong> and I worked on the concept for <strong><a href="https://www.linkedin.com/company/thelibrari/">Librari</a></strong>. <br><br>We kept coming back to one idea: teams need to feel the impact of AI now, not six months from now, and without a big project.<br><br>We focused on business contracts because they&#8217;re one of the highest-leverage places to remove repetitive work and unlock real value. Contracts are everywhere, but usually scattered, hard to find, and easy to miss.<br><br>We built <strong><a href="https://www.linkedin.com/company/thelibrari/">Librari</a></strong> so you can start in about a minute and see value by tomorrow. It connects to the systems you already use (like Google Drive), finds your contracts, and turns them into something you can actually search, track, and act upon.<br><br>Examples:<br>- A simple list of contracts expiring in the next 90 days, so renewals don&#8217;t become fire drills<br>- Fast answers to &#8220;Do we have a contract with Acme?&#8221; plus auto-renewal, termination, and notice questions<br>- A clean &#8220;what we have vs. what&#8217;s missing&#8221; check for key agreements and compliance documents<br><br>AI is quickly becoming part of how work is judged. The good news is: you got this! Pick one repetitive pain point, make the goal measurable, and deliver something your leadership can immediately use.<br><br>Turn your AI pressure into progress!<br></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!LiKf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F574e4a8c-46fd-430d-9ca9-ed2a35e2b83a_1080x1350.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!LiKf!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F574e4a8c-46fd-430d-9ca9-ed2a35e2b83a_1080x1350.jpeg 424w, 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