Nir Gazit
2.1K posts

Nir Gazit
@nir_ga
founder of @traceloopdev (acquired by ServiceNow), ex-@Google, ex-chief architect @Fiverr. Tweets mostly in Hebrew

Microsoft just turned an $11 billion startup into a Word feature. Harvey raised $200M at an $11B valuation in March on the bet that legal AI is its own surface. The numbers held that up. $190M ARR per TechCrunch's December reporting. 100,000 lawyers across 1,300 organizations including the majority of the AmLaw 100. Around $1,200 per lawyer per month per Sacra. Big firms paid because Harvey was the only tool in the category that worked. Brad just stapled a legal agent directly inside Microsoft Word, shipping in the $30 per seat Copilot subscription every law firm already pays for. Same surface every lawyer drafts in. Same .docx that gets sent and redlined. No second login, no procurement cycle, no migration. The price gap is roughly 40x. The interesting tell: Microsoft built the agent with legal engineers, many of them from Robin AI, a legal AI startup that recently went under, per Artificial Lawyer's reporting. The talent that knew how to make legal AI work for lawyers landed at Microsoft after their startup couldn't survive standalone. That's the legal AI category in one sentence. Distribution was always the constraint here. Lawyers don't switch tools. Word is where contracts get drafted, redlined, and tracked. Whichever AI lives inside that .docx wins the default workflow, and Microsoft just walked through the door uncontested. Harvey's surviving moat is the AmLaw 100 partner workflow. Domain training, agentic litigation prep, deep integrations with iManage and NetDocuments. Real moat for $1,500-an-hour partners running M&A and complex litigation. It does not extend to the millions of lawyers globally drafting NDAs, redlining vendor contracts, and updating templates. That layer is exactly what Word Legal Agent goes after, and Microsoft can ship it as a feature inside a $360-a-year subscription. The $11B valuation pays out only if legal AI work stays its own surface. Microsoft just absorbed the surface.


The structure of the deal is pretty interesting here. I think what’s happening is: 1. xAI is having trouble training a SOTA coding model (hence cofounder departures), bunch of idle GPUs 2. Cursor doesn’t have capital to blow on a $5B training run to compete with Codex/Claude 3. xAI says to Cursor: use all the GPUs you want at cost and get to a SOTA coding model, as long as we have an option to buy you 4. Cursor also gets a free option: train a model better than Opus and get bought out for $60B, or get $10B that pays for all the GPUs you rented Win win


“We’re aiming to build the next Palo Alto Networks or CrowdStrike.” Working with companies like Anthropic and OpenAI, @Irregular was named as Israel’s most promising startup in Calcalist and CTech’s annual Top 50 list. calcalistech.com/ctechnews/arti…


קלוד משחררת את התוסף שלה לוורד. אם לשפוט לפי התוספים לאקסל או פאורפוינט זה יהיה מאוד מוצלח (אני מאוד ממליץ). כמובן שזה מעלה שאלה אחת גדולה: איפה מיקרוסופט בכל המירוץ הזה? איך אנטרופיק עשו את זה לפניהם? וגם, האם העתיד הוא תוכנות מורכבות עם תוספי AI לצידן?



1/5 קשה היה להחמיץ את השפה הלא-דיפלומטית שבה מנהיגי אירופה דחו ביממה האחרונה את הבקשה האמריקאית לסיוע במצר הורמוז. אירופה היא מומחית בהצהרות מעורפלות, אומנית בדחייה לעתיד, אבל במקרה הנוכחי, מנהיגי אירופה אפילו מתגאים בכך שהם לא משתתפים - ולא ישתתפו - באבטחת המצרים.










