Spellbook (@SpellbookLegal)

Spellbook

@SpellbookLegal

Jul 1

Introducing Autonomous Contract Management (ACM), the first AI system that powers contracts end-to-end. From the moment a deal lands in your inbox to the day it renews years later, ACM helps with every step by doing real, routine work for you. Intake & Triage: When you sit down in the morning, ACM has already pulled in new deals, triaged your contract queue, and applied redlines against your standards. Continuous Sync: During negotiation, ACM works in the background to sync emails and versions of every agreement so your latest draft and deal context are accessible in a single spot. Repository: After signature, ACM stores agreements and makes them searchable for future questions, renewals, and risk review. Later this year, we’ll be releasing Radar, another autonomous feature that monitors your agreements for risk 24/7. Sign up for early access: spellbook.com/acm

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ben hylak

@benhylak

Jun 30

used by @Dropbox, @eBay and @LightspeedHQ. powered by raindrop

Scott Stevenson

@scottastevenson

Jun 30

Today we're launching @SpellbookLegal's biggest thing yet: Autonomous Contract Management It’s the first end-to-end AI infrastructure for contracts The world is speeding up. We are in one of the biggest investment cycles in decades. Behind every rocket launch, FIFA game, and datacenter, lies a web of hundreds of agreements. Agreements are the invisible threads that allow us to work together. We have infrastructure for finance (Stripe, Ramp), eCommerce (Shopify) and many business functions. But agreement infrastructure is lacking. This creates a painful bottleneck on our ability to work together. Online purchases take milliseconds. But agreements still take weeks. CLMs were supposed to be the answer, but were designed in a pre-AI era. AI fundamentally changed how computers can accelerate agreements. Spellbook is the most used AI contract review tool in the world, with ~5,000 customers in 80 countries Now we are expanding to deliver the first end-to-end, AI native stack for contracts. From the moment a deal lands in your inbox, to the day it renews years later, Spellbook’s AI supports teams every step of the way, across all business teams. It runs 24/7. While you sleep, it's reading the deals that came in overnight, flagging the parts that actually need a lawyer, and clearing the busywork that used to kill mornings. Nothing gets handed off between systems or slips after signature, and the intelligence stays with you for the life of the contract. AI for lawyers is great. There are 20 million lawyers in the world, and many are our users. But there are billions who touch contracts. We're excited to help everyone move faster and do more of what they love, by building the best AI-powered contract infrastructure in the world. Get early access: spellbook.com/acm

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Scott Stevenson

@scottastevenson

Jun 30

Today we're launching @SpellbookLegal's biggest thing yet: Autonomous Contract Management It’s the first end-to-end AI infrastructure for contracts The world is speeding up. We are in one of the biggest investment cycles in decades. Behind every rocket launch, FIFA game, and datacenter, lies a web of hundreds of agreements. Agreements are the invisible threads that allow us to work together. We have infrastructure for finance (Stripe, Ramp), eCommerce (Shopify) and many business functions. But agreement infrastructure is lacking. This creates a painful bottleneck on our ability to work together. Online purchases take milliseconds. But agreements still take weeks. CLMs were supposed to be the answer, but were designed in a pre-AI era. AI fundamentally changed how computers can accelerate agreements. Spellbook is the most used AI contract review tool in the world, with ~5,000 customers in 80 countries Now we are expanding to deliver the first end-to-end, AI native stack for contracts. From the moment a deal lands in your inbox, to the day it renews years later, Spellbook’s AI supports teams every step of the way, across all business teams. It runs 24/7. While you sleep, it's reading the deals that came in overnight, flagging the parts that actually need a lawyer, and clearing the busywork that used to kill mornings. Nothing gets handed off between systems or slips after signature, and the intelligence stays with you for the life of the contract. AI for lawyers is great. There are 20 million lawyers in the world, and many are our users. But there are billions who touch contracts. We're excited to help everyone move faster and do more of what they love, by building the best AI-powered contract infrastructure in the world. Get early access: spellbook.com/acm

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Scott Stevenson

@scottastevenson

Jun 25

Excited to share how @Dropbox's legal team adopted AI, and @SpellbookLegal. They’re one of the most forward-thinking in-house teams we’ve worked with. Dropbox serves more than 700M users worldwide. AI is enabling them to automate standard playbooks, keep more deals in-house, and move through agreements faster. Thanks for sharing your story:

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Scott Stevenson

@scottastevenson

Jun 24

Congrats to the top 10 public companies with the cleanest contracts from our study on defect rates in SEC-filed agreements: #1 @IBM #2 @JohnDeere #3 @LockheedMartin #4 @BankofAmerica #5 @UnitedHealthGrp #6 @GeneralMills #7 @Lowes #8 @Visa #9 @DollarGeneral #10 @EMR_Automation We used Spellbook's AI to analyze 60,000 pages of agreements, from 500 public companies over 22 years. We looked for objective issues like missing definitions, bad section references, typos and contradictory terms. These 10 companies topped the charts for contract cleanliness out of 500 public companies: (And don't worry, we're not publishing the names of the other 490 companies!)

Scott Stevenson

@scottastevenson

Jun 23

60% of contracts filed to the SEC contain mistakes. Spellbook Labs ran 60,000 pages of contracts from 500 public companies through AI to answer a question: How often do human lawyers hallucinate? Accidents from self-driving cars get headlines—and they should. But human drivers have a higher accident rate. We wondered if something similar might play out in contract drafting. Reviewing 100 page contracts line-by-line is inhuman. Mistakes are inevitable. AI is very good at spotting issues like missing definitions and broken section references. There are risks to using AI in law. But we also need to ask: what is the risk of *not* using AI review as a second set of eyes? In the full report we show: 1. Top 10 public companies with the cleanest contracts 2. Error rates across industries (Media and Telecom were highest) 3. Error rates over time (we're not getting better!) 4. Error rates by contract type and length ... and a bunch more. Congrats @IBM for having the cleanest agreements. 📌 Read the report here: spellbook.com/labs

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Scott Stevenson

@scottastevenson

Jun 23

60% of contracts filed to the SEC contain mistakes. Spellbook Labs ran 60,000 pages of contracts from 500 public companies through AI to answer a question: How often do human lawyers hallucinate? Accidents from self-driving cars get headlines—and they should. But human drivers have a higher accident rate. We wondered if something similar might play out in contract drafting. Reviewing 100 page contracts line-by-line is inhuman. Mistakes are inevitable. AI is very good at spotting issues like missing definitions and broken section references. There are risks to using AI in law. But we also need to ask: what is the risk of *not* using AI review as a second set of eyes? In the full report we show: 1. Top 10 public companies with the cleanest contracts 2. Error rates across industries (Media and Telecom were highest) 3. Error rates over time (we're not getting better!) 4. Error rates by contract type and length ... and a bunch more. Congrats @IBM for having the cleanest agreements. 📌 Read the report here: spellbook.com/labs

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Scott Stevenson

@scottastevenson

Jun 17

Which legal team should we highlight next? The world runs on contracts—it’s time to recognize the people behind them.

Scott Stevenson

@scottastevenson

Jun 16

Congrats to the Knicks' legal team! The world runs on contracts. It's time to recognize the people behind them. More billboards coming soon :)

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Spellbook

@SpellbookLegal

Jun 16

RT @scottastevenson: The world runs on contracts. Congrats to the Knicks' legal team.

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Scott Stevenson

@scottastevenson

Jun 14

Ok, we sponsor some athletes. Michael Noseworthy was our second employee and has been leading our platform engineering since the beginning. Congrats Mike on completing Ironman 70.3 Bolton last Saturday in 5 hours and 38 minutes! The second fastest Canadian in the race. I'm not sure how he juggles being incredibly fit, while riding the legal AI rocket, but we're lucky to have him.

Scott Stevenson

@scottastevenson

Jun 9

Some legal AI companies are sponsoring athletes. Others are sponsoring actors. Spellbook is sponsoring lawyers. We’re proud to launch Spellbook’s $1m Legal Fellowship Fund. We're supporting law students who want to work at the intersection of law, systems thinking and technology. My co-founder Daniel knew he wanted to change the practice of law early, but that seemed insurmountable until we found an angel investor. We want to pay it forward to the next generation of legal innovators. Please help us spread the word! Apply here: spellbook.com/fellowship Deadline for Fall 2026: July 15.

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Jean-Michel Lemieux

@jmwind

Jun 11

Spending too much time in contracts. This is the top "Elon" typo ever. Elon's comp package is supposed to be based on SpaceX market cap milestones... SEC filed document has a typo and it points to the Mars colony instead. Imagine being the junior associate: Good news, I found the broken cross reference. Bad news, it points to Mars!

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Scott Stevenson

@scottastevenson

Jun 10

Claude Fable 5 is now available in beta in Spellbook's Reviews. Internally, we tested head-to-head against Opus 4.6 and focused on the hard stuff. Dense, technical agreements where careful reasoning matters more than speed. Fable caught 55% more issues overall, and the biggest increase came in those flagged as important—nuanced substantive risks, not just typos. It was also more consistent. Across repeated runs of the same contract, Fable flagged the important issues more reliably. We'll be publishing a more detailed blog post on our findings shortly. For now, we're rolling it out to customers who explicitly opt in.

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Scott Stevenson

@scottastevenson

Jun 9

Some legal AI companies are sponsoring athletes. Others are sponsoring actors. Spellbook is sponsoring lawyers. We’re proud to launch Spellbook’s $1m Legal Fellowship Fund. We're supporting law students who want to work at the intersection of law, systems thinking and technology. My co-founder Daniel knew he wanted to change the practice of law early, but that seemed insurmountable until we found an angel investor. We want to pay it forward to the next generation of legal innovators. Please help us spread the word! Apply here: spellbook.com/fellowship Deadline for Fall 2026: July 15.

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Scott Stevenson

@scottastevenson

May 31

Toronto techweek panel at Spellbook's office. 🇨🇦🚀 @elizahvlediani - @chexymoney @a_shafik - @venncanada @jmwind - @SpellbookLegal @MattMayers1 - @SpellbookLegal

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Jean-Michel Lemieux

@jmwind

May 27

Very stoked about my next adventure. I’ve joined Spellbook, but not as CTO. I’m joining as an Executive IC. It probably means different things to different people. It means I'm here to build and be hands on in every part of the company. I've invested and been advising and getting to know @scottastevenson and the team for more than a year. At some point it became obvious the most useful thing I could do was stop talking about ideas and go work with the team. With AI making code cheap to copy, what's going to be hard to copy is the shape of a company. How a team learns, decides, and ships. That's what I want to work on. It's what I've spent the last three decades learning to do. Why Spellbook? The world has entered into one of the largest investment cycles in decades. Trillions of dollars are being deployed into energy, AI, manufacturing, transportation and the modernization of critical global systems. Despite this, progress still moves at the speed of contracts. Spellbook’s mission is to modernize the $1 trillion transactional legal market so the contract system can keep pace with the global economy. At the same time, every contract ever signed is becoming searchable, comparable, and weaponizable by counterparties, regulators, and plaintiffs' lawyers. You will be attacked. We're hiring. Slight bias toward Canada, but remote-friendly for great talent. DM me.

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Scott Stevenson

@scottastevenson

May 27

Thrilled to welcome @jmwind to the Spellbook team. JML is one of the top technical executives in the world, having worked with Shopify as CTO and Atlassian as VP Engineering, bringing them both to IPO back-to-back. Over the past year, I’ve been lucky to have him as a mentor and advisor. He is one of the most impressively “30,000 foot view” “in the weeds” people I’ve ever met. In the same hour he can code a prototype and deliver deep insight about how to scale our culture & process. This makes him uniquely suited for the role he is pioneering: Executive IC. AI enables people like JML to scale themselves 100x without getting bogged down in layers of management. We aim to write the playbooks for tomorrow, rather than to execute the playbooks of yesterday. We think that org charts will change radically in the next decade, and we want to get far ahead of it. JML will pioneer the systems that scale our AI-native org, will deliver product and technical insight from decades of experience and help grow myself and our executive team. I recommend following him if you are curious how AI-native orgs will operate–he is writing a playbook for the decade to come: @jmwind theglobeandmail.com/business…

Spellbook lands ex-Shopify CTO Jean-Michel Lemieux in new ‘executive skipper’ post

Lemieux and Spellbook chief executive Scott Stevenson believe new role is better suited to realities of building AI-native companies

theglobeandmail.com

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Scott Stevenson

@scottastevenson

May 26

Panasonic Automotive North America has selected Spellbook as its AI contracting platform. If you've tapped a touchscreen, adjusted your climate controls, or connected your phone to your car, there's a good chance Panasonic Automotive built the tech behind it. They supply infotainment, connectivity, and in-cabin systems to tens of millions of vehicles on the road today. Spellbook now supports their legal team across supplier agreements, technology licensing, and other commercial contracts. They're one of the fastest-moving teams we've worked with, rebuilding their entire RFP process with agents, cutting approval timelines from three weeks to four days. Welcome, Panasonic!

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Spellbook

@SpellbookLegal

May 20

That’s a wrap on CLOC (Corporate Legal Operations Consortium) 2026. Thanks to everyone who stopped by the booth or joined us at one of our events. See you next year!

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Grace Walker

@graceongrid

May 15

Spellbook Athletics, 2026

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Scott Stevenson

@scottastevenson

May 14

Proud to share that Texas A&M University has chosen Spellbook as its AI contracting platform. Texas A&M is one of the world’s top public research universities, with more than 80,000 students, a global alumni network of 540,000 , and nearly $1.4B in annual research expenditures. That scale means its team manages a high volume of contracts: research agreements, procurement, and other commercial matters. Spellbook now helps their team do that work with greater speed and precision. Welcome, Texas A&M!

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@SpellbookLegal

May 13

Introducing Proofread: a review mode built for final-pass contract cleanup. Proofread runs inside Word and catches the small stuff that’s easy to miss during long reviews: → Broken cross-references → Definitional inconsistencies → Placeholder text and square brackets → Internal markup and Note to Draft comments → Typos and grammar mistakes Run it on your next contract as a second set of eyes before signature.

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