Legal
Your legal AI agents forget. Make them remember.
Law firms run AI agents for research, drafting, and review — but agents forget matter context between sessions and hallucinate when they don’t. Awareness is the memory layer that fixes it: accurate recall, on-premise by default, and a provable record of work product.
What it does
Remembers accurately
Hybrid retrieval and structured knowledge cards surface the right matter context — 96% recall on LongMemEval — without an LLM in the loop, so the memory layer itself never hallucinates.
Keeps client data confidential
Zero server-side LLM and self-hosted deployment keep every memory inside your firm’s infrastructure — no client data or inference ever leaves your control.
Proves the work product
Every authorized memory state transition is committed via ERC-8350, giving you a signed, sequence-linked record of what was remembered, changed, and when.
What firms use it for
- Matter continuity — associate context and precedent stay linked across matters
- Contract review — clause positions and negotiation history persist across revisions
- Legal research — briefs, authorities, and reasoning chains remain queryable
- Conflict checking — prior-matter knowledge surfaces early, before it costs you
- Institutional memory — senior partners’ knowledge outlives their tenure
Built for confidentiality
Attorney-client privilege
data never leaves your infrastructure
Work-product doctrine
tamper-evident, attributable memory
GDPR
data residency and subject-rights tooling
ABA Model Rules
competence and confidentiality support
Frequently asked questions
How does this protect client confidentiality?
Self-hosted deployment runs entirely inside your firm’s VPC or air-gapped environment, and the zero-server-LLM architecture means no client data or inference leaves your infrastructure — ever.
Does the memory layer itself hallucinate?
No. Recall is zero-LLM — hybrid retrieval over structured knowledge cards — so what the memory layer returns is grounded in what your team actually recorded. It can’t invent case law or matter context that isn’t there.
How is work product attributable and auditable?
Awareness commits authorized memory state transitions via ERC-8350, an Ethereum standard for agent memory state. Each transition is signed and sequence-linked, giving a provable record of who recorded what and when.
Will matter knowledge survive associate turnover?
Yes. Memory persists across sessions, so associate context, precedent, and negotiation history stay queryable after team members leave.
Does it work with our existing legal AI tools?
Awareness is MCP-native and framework-agnostic. It plugs into Claude Code, Cursor, LangChain, CrewAI, and any OpenAI-compatible agent — no rewrite of your stack.
Give your legal agents a memory that holds up
Deploy on-premise, keep client data confidential, and prove what your agents remembered.