The engineer teaching law firms to trust their own history
James Ding runs Draftwise, a legal-AI company that lives inside the tools lawyers already use. Its bet is simple and unfashionable: the best AI for a law firm is not a generic model, but one grounded in that firm's own contracts, precedents, and hard-won institutional knowledge.
On any given day, an associate at a large law firm opens Microsoft Word to redline a contract and reaches, over and over, for language the firm has already written a hundred times before. Ding's company exists to close that gap. Draftwise surfaces a firm's precedents, deal history, and client preferences at the moment of drafting, then helps review and mark up new agreements against the firm's own standards. Ding likes to describe the ambition in plain terms: an "Iron Man suit for lawyers," powered by a firm's collective data and expertise.
That framing is deliberate. Ding is not selling a robot that replaces lawyers. He is selling an amplifier - one that takes the knowledge trapped in a firm's filing system and hands it to every attorney in real time. "Contracts are the lifeblood of the legal profession," he has said, "yet their potential has been constrained by the risk of human error and limited access to data at the time of drafting."
"I want DraftWise to be the software people open every day when they start work. Like a Microsoft Outlook or Excel."
The daily-habit goal is telling. It is not the language of a founder chasing a demo or a headline. It is the language of someone who wants to be infrastructure - unglamorous, dependable, and impossible to remove. That instinct traces back to where Ding spent the decade before Draftwise: Palantir Technologies, where he worked as an engineering lead building large-scale data, security, and enterprise systems. It was a place that taught him to ship software people rely on when the stakes are high.
He didn't set out to build legal tech
Draftwise did not begin with contracts. When Ding and his co-founders left the comfort of established engineering careers in 2020, they started with a method rather than a market. They interviewed roughly 100 lawyers, not to pitch anything, but to listen. The pattern that came back was consistent: grueling hours, repetitive work, and tools that got in the way more than they helped.
Ding's read on that pattern became the company's founding logic. "Where there's pain and there's no technology, there's an opportunity," he has said. "We didn't think we were going to start in legal tech. It wasn't the first space we looked into." The choice was made by the evidence, not by a prior thesis.
"Instead of asking for opinions, we ask for facts about real experiences. We don't just rely on interviews; we sit next to our users, observing how they work."
That user-obsession shaped the founding team as much as the product. Draftwise's origin tagline captures the mix: "Two Palantir engineers and one Vault 50 lawyer teamed up to solve the daily and repetitive pains their lawyer friends faced." Ding leads as CEO. Emre Ozen, a fellow ex-Palantir engineer who started his career in finance at Deutsche Bank and Barclays, serves as CTO. Ozan Yalti, a Stanford Law graduate who practiced for roughly a decade at global firms including Clifford Chance, rounds out the trio as Chief Strategy Officer - the lawyer who keeps the engineers honest about how law actually gets practiced.
From medical research to Palantir to founder
Earned a B.S. in Computer Science, with time in Robotics, the Entrepreneur and Venture Management group, and the Culinary Club.
Worked in computational medical research and a range of early engineering positions before moving into large-scale enterprise software.
Spent roughly a decade as an engineering lead building big-data, security, and enterprise systems. Draftwise materials also describe him as a former Palantir and Google engineer.
Co-founded Draftwise with Emre Ozen and Ozan Yalti; joined Y Combinator.
Raised a $5M seed round led by Earlybird Venture Capital, with law firm Orrick as a strategic investor.
Closed a $20M Series A led by Index Ventures (partner Martin Mignot).
Launched Markup by Draftwise, an AI contract-review and redlining tool inside Microsoft Word.
Skeptical by design
For a founder in the middle of an AI boom, Ding is notably measured about it. He is wary of the idea that a startup can win the entire legal industry at once. "I'm skeptical of startups that think they can sell to all of the legal industry out of the gate," he has said, noting that the incentives of a law firm and an in-house legal team pull in different directions. Draftwise's answer has been to go narrow and deep with elite firms rather than wide and shallow.
He is equally blunt about the limits of off-the-shelf AI. Generic models, in his telling, do not understand the nuance of a specific firm's contracts and cannot be trusted to redline or suggest revisions the way a firm expects. That conviction is why Draftwise leans so heavily on a firm's own data. "We're not just participating in the AI revolution," Ding has said of the company's Markup product, "but establishing a category standard for truly effective enterprise Legal AI."
Facts over opinions
Ding prioritizes what users actually do over what they say they want, sitting alongside lawyers to watch their real workflows.
Infrastructure, not spectacle
The goal is daily, habitual use - to become as routine and dependable as the email client already open on the screen.
Firm-specific by default
A law firm's own precedents and deal history are treated as the most valuable training data it owns.
Deliberate, athlete's discipline
Ding and his leadership team share a competitive-athlete background he credits for patience and a process-driven mindset.
James Ding on video
Quotes worth keeping
"Starting a company was a way to take control of my destiny. To choose the problems I wanted to solve, and how to solve them."
"I wanted to see more of a direct impact of technology on people and why exactly my work mattered."
"Where there's pain and there's no technology, there's an opportunity."
"Contracts are the lifeblood of the legal profession, yet their potential has been constrained by the risk of human error."
Frequently asked
Who is James Ding?
The co-founder and CEO of Draftwise, a New York-based legal AI company building contract drafting, review, and negotiation software for law firms. He was previously an engineering lead at Palantir.
What is Draftwise?
An AI contract intelligence platform that integrates with Microsoft Word and Outlook to help lawyers draft, review, and negotiate contracts using their firm's own precedents and deal data.
How much has Draftwise raised?
More than $25M in total, including a $5M seed in 2023 (led by Earlybird) and a $20M Series A in 2024 led by Index Ventures.
What did he do before Draftwise?
He spent roughly a decade as an engineering lead at Palantir and holds a computer science degree from Emory University. Draftwise materials also describe him as a former Palantir and Google engineer.
Who are his co-founders?
Emre Ozen (CTO, also ex-Palantir) and Ozan Yalti (Chief Strategy Officer), a Stanford Law graduate who practiced at Clifford Chance.