01
Contract clause extraction & risk flagging
Identify indemnity, limitation of liability, termination, governing law, and arbitration clauses. Flag deviation from firm-standard positions. Surface unusual obligations.
Industry · Legal & Compliance
Research and review
over your own private corpus.
Legal work runs on confidentiality. Cloud AI cannot honour it. Marxen builds legal AI that operates over your private case files and template libraries — never outside them.
§ 01The problem
Privileged material does not belong on a foreign API.
A law firm's competitive asset is its case files, its drafting precedents, and its memory of how a partner thinks. Putting that material through a public LLM is, at best, a confidentiality risk and, at worst, a Bar Council problem.
Marxen builds legal AI that works inside a private corpus — your firm's templates, your client matter files, your judgement library — and never sends a token outside that boundary.
§ 02Use cases
Where AI earns its place. In legal.
Ten concrete workflows where Marxen has deployed — or can deploy — sovereign AI in legal institutions.
- 02
Template deviation detection
Compare a counter-party draft against the firm's master template. Track every change in plain language. Generate a redline summary for partner review.
- 03
Judgement & statute search over private corpus
Semantic search across your firm's curated judgements, briefs, and opinion notes. Answers cite the case and paragraph.
- 04
Due diligence in a data room
Ingest a deal data room, surface material contracts, change-of-control clauses, and red-flag obligations. Hand a partner a structured DD memo instead of a folder tree.
- 05
Compliance filing intelligence
Track MCA, SEBI, RBI, and IRDAI circulars. Map them to ongoing matters and to the clients they affect. Generate first-cut compliance memos.
- 06
Board meeting preparation
Assemble the board pack: prior minutes, regulatory updates, pending matters, action-taken reports. The company secretary reviews and finalises.
- 07
Litigation document review
Privilege logs, document categorisation, and relevance scoring across millions of pages — done on the firm's own servers.
- 08
Vernacular document translation & summarisation
Tamil, Hindi, Marathi, Bengali contracts and judgements summarised into English working notes — and the other way around for client communication.
- 09
Drafting assistance
First drafts of NDAs, MSAs, SOWs, and counter-comments grounded in the firm's own templates and recent precedents.
- 10
Knowledge management for the firm
Every memo, opinion, and pleading the firm has ever written, searchable in seconds — citing the matter and the partner.
§ 03The Marxen approach
How Nirnya runs in your firm. Confidentiality preserved by architecture.
Private deployment
On the firm's servers, in the firm's cloud tenancy, or in a Marxen-managed isolated environment — never on a shared API.
Matter-scoped access
RBAC mirrors firm's matter structure. Junior associates see their matters. Partners see theirs. Audit log on every retrieval.
Citation-first answers
Every output points to the document and paragraph it came from. No hallucinated case law. No fabricated citations.
Drafting in firm voice
Fine-tuned to your firm's templates and stylistic conventions. Output that the partner does not have to rewrite.
§ 04Compliance
Privileged. Auditable. Compliant.
Marxen's legal AI deployments respect Bar Council confidentiality obligations and align with the DPDP framework for client personal data. Every query, every retrieval, and every output is logged with user, matter, and timestamp.
Nothing is used to train a shared model. Nothing leaves the firm's environment. The architecture is the answer to the compliance question.
- Bar Council
- DPDP Act
- Privilege preserved
- Matter-level RBAC
- Audit-logged
§ 05Anchor product
Already built for legal. Already in production.
Start a legal conversation
Tell us your use case. We'll tell you honestly whether sovereign AI is the right move.
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