GC AI Engineering built 38 projects in 12 hours with TypeSafe's Jev, a classification model. Director of Engineering @ChrisDzoba spent the day trying to break it.
Can Jev find one sentence in 30,000 tokens? Yes. Can it tell you what day of the week a date falls on? Wrong 4 times out of 5.
Also built: a citation checker that caught a summary turning “may” into “must” while the response streamed, and the team’s favorite, a Slack pet sloth named Jeventus. 🦥
Read what we learned and browse the full 38 project matrix: gc.ai/blog/what-we-learned-b…
Ask AI which contracts expire this year, and a standard search pulls 20 passages that may not include every match.
GC AI Software Engineer Chris Dzoba calls this the Exhaustive Query Problem.
Read how he solves it: gc.ai/blog/the-exhaustive-qu…
GC AI retweeted
Last week the GC AI eng team paused work for the day to do a hackathon seeing what we can build with @typesafeai Jev
38 projects and experiments later, here are some of the demos 🧵
Six months ago, Christine Yan left Big Law litigation to join GC AI as an R&D Attorney. She didn’t yet know what a pull request was.
Now she writes design docs, tests product behavior, and ships changes herself.
“I have moved from learning how legal AI gets built to helping build it.”
Read her blog post here:
gc.ai/blog/from-big-law-to-b…
GC AI’s codebase is nearing half a million lines of TypeScript. Our engineering team shipped over 1,000 pull requests last month.
“What helped us bring advisories down to zero after two months, is an agentic workflow we’ve built that automated what Dependabot left to humans."
Security Software Engineer George Bogdanov explains how the team built it: gc.ai/blog/beyond-dependabot…
GC AI is excited to participate in the launch of Astra for Law.
The GC AI ChatGPT Plugin has been a hit, enabling in-house legal teams to use GC AI’s legal intelligence within the tools they already use.
We will continue to innovate using the new Astra for Law model from @OpenAI to improve legal reasoning, research, and agentic workflows for our customers.
"Which of my vendor agreements expire in the next 90 days? Any that can raise prices on me?"
Cited answers across your entire portfolio. Built for in-house legal.
Join the Contract Intelligence waitlist at gc.ai/contract-intelligence-…
Launch week feature drop 3/5: Easy Edit.✏️
Open, edit, and redline Word (.docx) documents directly in GC AI’s web app, side by side with chat.
Ask for a revision → it comes back as a tracked redline you preview before you apply.
Draft clauses in place. Add comments. Ask questions about the live doc. You decide what lands.
Every edit saves automatically and downloads back as a Word file.
Learn more at gc.ai/easy-edit
"I'm paying outside counsel $800/hour to read vendor contracts."
"Which of our contracts does the new regulation affect?"
Your contracts already have the answers. On August 5th, you can start asking.
Follow along for every drop at gc.ai/launch-week. Plus, read FAQs answered by CEO Cecilia Ziniti.
PS - feature 2/5 drops tomorrow. GC AI, wherever your team already works. 👀
Level up your legal AI skills with GC AI Academy.
Every class and recording now lives inside the app, right where you already work.
Start here: gc.ai/academy
🚀 Announcing GC AI Launch Week. We’re shipping five of your most-requested features to level up your work as an in-house lawyer.
Stay tuned.
Across how many different places do you pull documents to do your job as an in-house lawyer?
0%1-5
0%5-10
100%10-20
0%20+ 🫣
2 votes • Final resultsAttending NAWL? We're hosting a private, all-women's dinner for GCs on Wednesday, July 22, at Henrietta in Chicago.
Henrietta is less than a mile away from the Hilton on South Michigan, so it's a perfect way to extend your evening.
Request your invite at gc.ai/chicago-dinner
As Chief Legal Officer, Corporate Secretary, and Chief Compliance Officer at MODE Global, Sharon Johnson runs a team of six lawyers across a $3 billion logistics business, with 100% AI adoption and KPIs to prove it.
Sharon took a winding path to the GC seat. Before law school, she worked in marketing, sales, project management, and contract management at Verizon, and she credits that experience with shaping how she leads legal today.
Her team was a finalist for Best Use of AI at the 2026 Legalweek Leaders in Tech Awards, alongside Meta, Uber, and DHL.
Listen to the latest episode of CZ and Friends wherever you get your podcasts at gc.ai/podcast 🎧