Contract review
Issue spotting, risk extraction, and redline drafting with citation lineage to clauses.
in-house legal, and compliance teams
Contract review, due diligence, regulatory research, e-discovery, and matter intake - built with citation-grade evidence, privilege controls, and the conservative defaults that legal work actually needs.
A legal agent that hallucinates a case citation, drops a privilege flag, or misclassifies a confidentiality regime ends careers. The bar is high - and the demos that work in keynotes don't survive the first GC review.
We build for law firms, in-house teams, and compliance functions with citation-grade evidence on every output, privilege and confidentiality controls baked in, and conservative defaults that route to a human the moment certainty drops.
Built with citation-grade evidence, privilege controls, and conservative defaults.
Issue spotting, risk extraction, and redline drafting with citation lineage to clauses.
DD checklist execution and exception flagging across 10,000+ document data rooms.
Cite-checked research with authority weighting, jurisdiction awareness, and counter-arguments.
Privilege flagging, ethical-wall enforcement, and matter-bound access at every interaction.
Conflict checks, KYC, scoping, and engagement-letter drafting wired into the practice mgmt system.
Status updates, document help, and intake support with privilege-aware controls.
Regulatory change tracking with impact analysis and reviewer-ready remediation tasks.
Document review, privilege coding, and reviewer queue management at scale.
Contract review copilot deployed across 4 practice groups - issue-spotting, redline drafting, and citation lineage on every output. Hours-per-matter down 30% on transactional work.
What decision-makers ask before greenlighting an engagement.
Privilege and ethical-wall controls are first-class. Every matter has a bounded data perimeter; agents enforce confidentiality by default and route to a human the moment certainty drops on a privilege call.
Every legal-research output includes citation lineage to source authorities. Drafting outputs include lineage to underlying clauses or precedents. We treat citation-free output as a defect.
Yes - production integrations with iManage, NetDocuments, SharePoint, Litera, HighQ, Relativity, Reveal, Aderant, and Elite.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
An honest view of what your team has already vibe-coded and what it needs to survive production.
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
Reserve a 60-minute working session with a senior AI engineer and practice lead.
Tell us about the workflow - contract review, DD, research, intake. We'll come back with a fixed-scope plan and a privilege-controls checklist.