AI agents for New York firms.
New York runs on documents that carry liability — agreements, filings, claims, disclosure. We build production AI agents that do the first pass, with a human on every decision that matters. One is live with a New York law firm today.
Where New York firms lose the most hours.
The city’s highest-billing people spend their day reading. Legal, insurance and financial services all run on document review that a well-built agent can take the first pass on.
- Contract review and drafting — for mid-market and in-house legal teams — the agreements, leases and NDAs where fee-earners spend hours reading instead of advising
- Discovery and disclosure — for litigation practices — sifting bundles for what is relevant and privileged, at volumes that make manual first-pass review uneconomic
- Claims and underwriting — for New York carriers, brokers and MGAs — first notice of loss, coverage checks and submission review still moving by email and PDF
- Client intake and matter management — for firms where the admin around the work quietly consumes the margin on the work itself
Dona Legal — the operating system for the modern law firm — is a live build for a New York firm, named with their permission. Drafting, review, research and matter intake, running in production rather than in a pilot deck.
Vertical agents for New York workflows.
One production agent, one high-value workflow — benchmarked against your own people before it touches live work. These are the ones New York firms ask about most.
Contract review & discovery
For New York firms and in-house counsel. The agent reads agreements and disclosure bundles against your own playbook, surfaces the clauses that matter, and flags the risk — so fee-earners spend their hours advising, not turning pages.
Contract review automationClaims processing
For New York carriers, MGAs and brokers. The agent reads the first notice of loss, verifies coverage, and drafts the settlement — moving routine adjudication off your adjusters and onto an evaluation-gated agent your team approves.
Insurance claims automationTitle & closing
For New York title agencies and real-estate practices. The agent runs the search, reads the chain of title, and assembles the commitment with every exception cited — compressing a multi-day file into a same-day package.
Title automationUnderwriting & origination
For New York lenders and commercial finance teams. The agent spreads statements, checks policy and affordability, and assembles the credit file — turning a multi-day queue into a same-day decision package.
Origination automationProduction AI that survives an audit.
New York firms answer to the Bar’s confidentiality duties and, in financial services, to one of the most demanding cybersecurity regulations in the United States. We build to that from day one.
NYDFS Part 500 sets explicit cybersecurity requirements for regulated financial institutions, and professional-conduct rules make client confidentiality non-delegable for attorneys. An agent handling privileged or covered material has to be defensible on both counts before it touches live matters.
- Confidentiality-first architecture — privileged material processed under scoped access, never used to train models, never shared across clients
- NYDFS Part 500-aware controls — access control, encryption, logging and incident-response expectations built in for financial-services deployments
- Human-in-the-loop by design — the agent drafts and flags; the attorney or adjuster makes every call that carries professional liability
- Evaluation framework and audit trail — every output benchmarked against your own historical matters, cited, and logged for challenge
The New York firms that win with AI are the ones whose automation holds up in front of a general counsel or an examiner. We make governance the product, so your risk team can sign off instead of managing around it.
What we put in the contract.
Talk to us about New York.
Tell us the workflow eating your fee-earners’ hours — review, discovery, intake, claims. We come back with the volume, the cost, and where a production agent pays for itself.