◆ Supervised Worker
Runs first-pass document review in discovery (relevance, privilege, key-document tagging) across millions of files, then builds the chronology and fact summary the litigation-strategy agent argues from. Borderline privilege calls are double-reviewed by a privilege-judge agent, and a supervising counsel agent gates the production set.
Memory
Working The document + the matter's issue list and privilege criteria.
Episodic Coding decisions already made in this matter for consistency.
Semantic Privilege doctrine, relevance criteria, the litigation hold scope.
Store Review platform + matter knowledge base
Orchestration
pipeline MCPA2A
Harness · Managed Agents … batch review sessions; a separate privilege-judge agent reviews borderline calls.
Tools
{ } E-discovery platform API ⌕ Document corpus retrieval Retrieval ⇄ Privilege-judge agent A2A ⇄ Supervising counsel agent A2A
Evals & guardrails
- Recall on a seeded relevance set; privilege precision held to a high bar (clawback risk).
- Every privilege call double-reviewed by the judge agent before production.
- A supervising counsel agent must approve the production set … the agent never produces ungated.
Frontier edge
- ▲Confidential compute: reviews the discovery corpus inside a secure enclave, so privileged and personal material in millions of files is processed without ever sitting in clear.
- ▲Formal action-gating: production is a cryptographically signed, replayable set … the agent provably cannot release a document past the privilege judge and counsel-agent sign-off, killing clawback risk.
- ▲Long-horizon matter autonomy: holds the full issue list and coding decisions coherent across a multi-hour review so late documents stay consistent with early calls.