Discovery and document-review triage for litigation
A document-review triage system designed to read a discovery set, flag likely-relevant and potentially privileged documents, and route the ones worth an associate's eyes, so the team reviews the fraction that matters instead of billing hours across everything.
An illustrative example of a system we can build, not a client engagement, and with no measured results.
The challenge
In a manual review, associates read 100% of a document set to find the 10% that actually matters, and privilege calls get made under deadline pressure across thousands of files. It is slow, expensive, inconsistent between reviewers, and hard to defend when a privileged document slips through.
How we'd build it
- We'd build a triage pipeline that reads each document and scores it for relevance to the matter's issues, with the reasoning attached
- We'd add a privilege-flagging layer that surfaces potentially privileged material for a lawyer to confirm, never auto-withholds on its own
- We'd route documents into review tiers by confidence, so associate time goes to the borderline and high-signal set first
- We'd deploy it on your own infrastructure, connected to your review platform, so privileged material never leaves the firm
What it's designed to deliver
- Designed to surface the documents worth reviewing instead of forcing an eyes-on pass over the entire set
- Built to make privilege and relevance flags consistent across a matter, not dependent on which associate drew the batch
- Intended to keep every flag traceable to the passage and logic behind it, so review decisions are defensible
- Handed over as 100% of the code, deployed on infrastructure you own, client confidences stay inside the firm
And like everything we build, you'd own it
What to expect
No. This is an illustrative example of a system Plenaura can build, not a delivered client engagement, and it carries no measured client results. We're a pre-launch studio building our first projects, and we won't present invented case studies as real.
Yes. Like everything we build, you own 100% of the code, models, and infrastructure, deployed under your control, no vendor lock-in and no platform fees.
It's scoped per project on a timeline agreed in writing before any work starts. A single focused capability ships faster than a fully connected system; we lock scope and timeline up front so there's no open-ended drift.
Want a system like this? Let's scope it.
Tell us the problem. We'll map the system and scope it with you, or give an honest no.