Legal eDiscovery Agent
Privilege review, responsiveness coding, redaction — at human-quality, machine-speed.

The problem
being solved
eDiscovery is the most expensive line item in modern litigation. Document review costs scale linearly with corpus size, and reviewer fatigue degrades quality past hour four. Current 'AI-assisted review' tools generate work for reviewers rather than reducing it — every classification still gets human-validated.
How this
agent works
We build an eDiscovery agent tuned to your matter type that codes documents for responsiveness and privilege at near-attorney quality, with calibrated confidence so the human review pile is the small uncertain tail. Automated redaction for PII, privileged terms, and protective-order categories. Audit trail per document, defensible for production.
Custom-trained per matter family. Typical deployment: 8 weeks for first matter, then 1-2 weeks per subsequent matter family.
A litigation team running a multi-million-document review pipes the corpus through the agent before reviewer assignment. High-confidence non-responsive and clearly privileged documents are auto-coded with audit logs; the uncertain middle goes to attorneys. The reviewer team works on a fraction of the original volume with the same defensibility posture.
| Metric | Before | After |
|---|---|---|
| Documents requiring attorney review | 100% of corpus | The uncertain tail (typically 10-25%) |
| Privilege miss rate vs. attorney baseline | Reviewer fatigue dependent | Calibrated, monitored, defensible |
| Redaction turnaround for production sets | Manual, multi-pass | Automated with attorney spot-check |
- 01
Domain-trained
Tuned on your team's specifics, not a generic out-of-the-box model.
- 02
Audit-ready
Every output cites its sources, every decision logs its inputs.
- 03
Senior-built
Architected and shipped by senior engineers; no juniors learning on your matter.
- 04
Integrated, not bolted on
Plugs into your existing review platform (Relativity, etc.), not a parallel tool.
Build this agent
for your workflow.
We custom-build each agent to fit your data, your rules, and your existing systems.
Free 30-min scoping call