Our Story

Built by lawyers, for lawyers.

Clauseharbor was founded in Boston in 2022 by in-house counsel who had lived through the cost of missing a single clause in a 900-contract repository.

Margaret Sullivan, CEO and Co-Founder of Clauseharbor

Why we built Clauseharbor

In 2021, Margaret Sullivan was General Counsel at a mid-market technology company navigating a strategic acquisition. She had spent the previous seven years at Hargreave & Associates, a corporate law firm in Boston's financial district, before moving in-house. She understood M&A diligence from the outside counsel side. She thought she understood it from the buyer side too.

The deal team reviewed what they believed was the complete target contract repository — 900 agreements, organized by counterparty, worked through in order by priority. Contract number 847 was a vendor software agreement executed in 2019. It contained an auto-renewal provision requiring 90 days' written notice of non-renewal — a notice window that had already closed by the time the deal team reached it. The vendor invoked the renewal mid-diligence. The deal terms changed.

"We were not careless," Margaret says. "We reviewed hundreds of contracts under real time pressure and missed one. That's not a failure of effort — it's a failure of the process. No human team can hold 900 contracts in working memory at once. We were trying to do the impossible by hand."

In 2022, Margaret and co-founder David Okafor — who had spent four years building document intelligence infrastructure at Veridon Systems, a Boston-area legal document management platform — began building Clauseharbor. The premise was narrow and deliberate: scan an entire contract repository, flag the clauses that carry material legal risk, and let counsel do what only counsel can do.

Clauseharbor does not draft contracts, negotiate terms, or replace outside counsel. It reads the contracts you already have and tells you which ones need attention — across your entire repository, not just the one on your desk today.

"We had reviewed hundreds of contracts and missed one. Not because we weren't thorough — because we were human, and 900 contracts is too many for any human team to hold in working memory at once."
Margaret Sullivan
CEO & Co-Founder, Clauseharbor
The Team

The people behind Clauseharbor

Margaret Sullivan, CEO and Co-Founder of Clauseharbor
Margaret Sullivan
CEO & Co-Founder

Seven years as M&A and corporate counsel at Hargreave & Associates, then General Counsel at a mid-market technology company. She built Clauseharbor after the diligence experience that made the scale problem impossible to ignore.

VP Engineering at Clauseharbor
David Okafor
VP Engineering & Co-Founder

Four years building document ingestion and intelligence infrastructure at Veridon Systems, a legal DMS platform. Responsible for Clauseharbor's clause extraction pipeline, multi-format ingestion, and DMS integrations.

Head of Legal Product at Clauseharbor
Priya Menon
Head of Legal Product

Former in-house counsel at a growing financial services firm, where she managed a 400-contract vendor portfolio. Owns Clauseharbor's clause taxonomy, risk scoring logic, and the product workflows designed for how legal operations teams actually work — not how engineers assume they work.

Lead AI Scientist at Clauseharbor
James Wei
Lead AI Scientist

NLP researcher specializing in structured document understanding and information extraction from legal text. His work focuses on clause boundary detection, category classification accuracy, and reducing false-positive rates on context-dependent provisions — particularly indemnification and liability cap clauses where clause meaning depends on surrounding terms.

Our Values

What guides how we build

01

Precision over speed

Legal teams need to trust the output before they act on it. We'd rather surface fewer flags with high confidence than produce a flood of noise that undermines trust. A false negative is a product failure; a flood of false positives is a different kind of failure.

02

Counsel-first design

Clauseharbor is not a self-serve tool for business teams. It's built for in-house counsel and legal operations professionals who understand what they're reading. We don't oversimplify risk signals or gamify the interface — legal work is serious work.

03

Honest about AI's limits

Clauseharbor is a triage tool, not a legal opinion. We flag every output with the explicit recommendation that human review is required before taking action. We measure our clause identification accuracy on standard commercial agreements and we are transparent about where it drops — for highly negotiated agreements, non-standard structures, or multi-language contracts, the model is less reliable and we say so. We do not claim to replace outside counsel review. We claim to reduce the volume of contracts that require it.

Where We Are

Boston, Massachusetts

Clauseharbor office at 101 Federal Street in Boston's financial district

Clauseharbor is headquartered at 101 Federal Street in Boston's financial district — a block from some of the most established corporate law firms and financial institutions in New England. The address is deliberate.

Our customers are corporate legal teams at energy companies, financial services firms, and technology acquirers — the organizations that negotiate, execute, and manage hundreds of commercial contracts each year. Being in Boston, in close proximity to those teams, shapes how we build. We can walk downstairs and talk to the General Counsel of the kind of company we serve. That proximity matters when you're building a product for professionals who need to trust it before they use it.

Clauseharbor
101 Federal Street, Suite 1900
Boston, MA 02110
+1 (617) 226-0142
[email protected]