Legal
Your lawyers spend more time searching for documents than reading them.
Law firms generate and consume enormous volumes of documents, but that knowledge is locked in document management systems and case files that AI cannot reach out of the box. The result is lawyers manually searching three platforms before they start substantive work. We build production AI across your firm: connecting it to your DMS and case management system, enabling each practice area, and ensuring SRA-compliant governance you own and control.
Where it breaks down
The problems we solve.
AI is available but adoption is low across practice areas
Your associates use AI for general drafting. Nobody has built retrieval over litigation research, contract review, or due diligence workflows specific to your firm. Without practice-area enablement and use case mapping, AI remains a generic tool instead of a legal productivity multiplier.
Your DMS has no off-the-shelf connector
iManage and NetDocuments rarely ship with native AI connectors. The systems containing your most valuable institutional knowledge require custom integrations. Building those connectors requires understanding the DMS data model, matter-level permissions, and SRA confidentiality requirements. We build them on open standards like MCP so they remain yours.
Precedent knowledge lives in people, not systems
Your best partners carry decades of case strategy in their heads. When a junior associate needs to know if the firm has handled a similar dispute, they ask around. We structure your firm's precedent knowledge into a governed knowledge base so that institutional knowledge is searchable by any authorised lawyer.
Client confidentiality constrains every integration
SRA rules require strict matter-level access controls. An associate working on Matter A must never see documents from Matter B through the AI. We configure workspace permissions and integration access scoping to enforce matter-level confidentiality.
What we build
From pilot to production.
Semantic search across the document library
A custom integration for iManage or NetDocuments with structured retrieval tuned for legal text. Lawyers search by concept, not keyword. Results include source citations with links back to the original document in your DMS.
Precedent research from case management data
Custom integrations connecting Clio, PracticePanther, or your practice management system. The AI surfaces past matters with similar fact patterns, retrieves strategies used, and identifies which partners have relevant experience.
Contract review and clause extraction
The AI reads contracts from your DMS and extracts key clauses, obligations, deadlines, and risk flags. Cross-references against your firm's standard positions and regulatory requirements. Associates review flagged items instead of reading every page.
Systems we connect
We integrate with the tools you already run.
Compliance and governance
SRA Principles and Code of Conduct for client confidentiality, legal professional privilege protections, GDPR and UK DPA 2018 for personal data in case files, Lexcel requirements for practice management quality.
Start here
Book a call. We will show you what production AI looks like for your business.
Tell us where you are: stalled pilots, a platform you are evaluating, or teams you want building. We will map the highest-value use cases and show you a realistic path to production. No obligation, no slides.