Legal teams live in documents where the exact sentence matters. Any AI that touches those documents must be auditable and source-anchored, or it is a liability rather than an asset. A knowledge base API with page-exact citations — not a general-purpose chatbot — is the right shape.
What legal workflows need
- Exact provenance on every returned passage: document, version, page, line range where possible.
- Strict access controls so confidential matters do not leak across teams.
- Audit logs that answer 'who queried what, when?'.
- Self-hosting or dedicated infrastructure for matters that cannot cross a third-party boundary.
- An API that internal drafting tools can call the same way they call other services.
How 3meel lines up
Every query returns page-level citations by default. Documents are encrypted in transit and at rest, and are never used for model training. Enterprise customers can run 3meel self-hosted with SSO, audit logs, and dedicated support. Per-key rate limits (60 requests per minute) and scoped API keys make it straightforward to separate practice areas inside one account.
Patterns that work for legal
- Clause lookup — 'What does our standard MSA say about audit rights?' — with the exact page returned.
- Policy checks — 'Does this contract contain a non-compete longer than two years?' — grounded in the actual text.
- Research memos — 'Find every internal memo that cites GDPR Article 32.'
What it does not replace
An API that returns citations is not legal advice. The value is in shrinking the distance between a question and the authoritative source so qualified humans can work faster, not in letting a model draft contracts unsupervised.
Talk to us about a legal deployment — self-hosted or managed, with audit logs on by default.
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