A lawyer cannot act on a paraphrase. They need the exact clause, section, or holding — quoted, attributed, and pulled only from documents they are permitted to see. We build citation-grade retrieval-augmented generation across case files, contracts, and precedent that returns the controlling text with attribution, privilege-aware and deployable on-prem.
Legal work is unforgiving about sourcing. The answer to a question lives in a specific clause of a specific contract version, a paragraph of a pleading, or a holding in a particular case — and a near-miss is worse than no answer. A general-purpose vector search over a document management system retrieves something adjacent and the model smooths over the gap, which is exactly the failure a lawyer cannot accept.
We engineer the retrieval layer for citation-grade precision: chunking that preserves clause, section, and paragraph boundaries, hybrid retrieval with reranking across near-duplicate contract versions and large matter sets, and grounding that constrains the model to quote and cite the controlling passage. Retrieval is scoped to each user's matter and ethical-wall entitlements, and the whole pipeline runs inside your environment, so privileged and confidential client material never leaves your control.
A retrieval layer engineered around clause-level precision, privilege, and the attribution legal work demands.
Value concentrates wherever the controlling text already exists but is too slow, too scattered, or too risky to retrieve by hand:
Retrieval is scoped to a user's matter and ethical-wall entitlements, so a query can only surface documents the user is permitted to see. The pipeline runs inside your environment — on-prem or in your controlled tenant — so privileged and confidential client material never reaches a third-party service, and every query and its sources are logged for an audit trail.
We chunk contracts, case files, and precedent so clause, section, and paragraph boundaries are preserved, and the model is constrained to answer only from retrieved passages with a citation to the document, section, and version. The result is citation-grade output — the controlling clause or holding quoted and attributed — so a lawyer can verify it against the source rather than trust a summary.
Bring a set of contracts or a matter file and the questions your teams ask daily. In thirty minutes we will show how privilege-aware, citation-grade retrieval answers them on infrastructure you control. Response inside 24 hours.
As an enterprise AI agency, eeko systems delivers production AI systems remote-first across the United States and internationally — including these markets: