AI-Assisted First-Pass Review

Review at the
speed of AI

Full-corpus relevance and privilege coding at a fraction of contract attorney cost. Our AI does the volume work. Our attorneys handle the judgment calls. You get production-ready data.

Get a Quote $0.05 – $0.15 per document
5–10 day turnaround
Attorney QC included
Defensibility docs included

What's delivered

You receive production-ready coded data with everything you need for the next phase of review or immediate production.

Relevance Coding

Every document tagged as responsive, not responsive, or needs attorney review based on your issue taxonomy.

Privilege Flagging

Documents flagged as potentially privileged including attorney-client communications and work product.

Issue Tagging

Documents tagged to your specific issue taxonomy for targeted review and organization.

Statistical Validation

Recall, precision, and F1 scores with confidence intervals based on attorney-reviewed QC samples.

Export Ready

Standard load files (DAT, OPT, CSV) compatible with Relativity, Everlaw, Nuix, and other platforms.

Defensibility Package

Methodology documentation, model version logs, and QC review attestations for court challenges.

The Human-in-the-Loop Difference

AI Does the Volume

Our AI systems review every document in your corpus, applying consistent coding logic at machine speed. No fatigue, no variability.

Attorneys Handle Judgment

Statistical QC samples go to our attorney team — admitted to practice law — for blind review. Edge cases, privilege calls, and nuanced judgments get human expertise.

Expected Performance: 92–97% Recall, 88–94% Precision

Every engagement is validated against your matter-specific requirements. Typical performance ranges for frontier-model AI review:

  • 92–97% recall (finding responsive documents)
  • 88–94% precision (accuracy of coding decisions)
  • Validated per engagement with confidence intervals

Results vary by corpus characteristics. Final metrics provided with every engagement.

Transparent per-document pricing

You pay only for documents processed. No platform fees, no minimums, no surprises.

$0.05 – $0.15 per document

Rate varies by corpus characteristics and coding complexity

Basic relevance coding $0.05/doc
+ Issue tagging (up to 5 issues) $0.08/doc
+ Privilege flagging $0.10/doc
Full service (all coding) $0.15/doc

Example: 100,000 documents at full service = $15,000 total. vs. $150,000 at $1.50/doc contract attorney rates.

What's included

  • Document processing & normalization
  • De-duplication & email threading
  • AI relevance & responsiveness coding
  • AI privilege flagging
  • Attorney QC sampling & review
  • Statistical validation report
  • Defensibility documentation
  • Standard load file export

Privilege log generation available as add-on. Contact us for details.

Common questions

Ready to cut your review costs?

Request a quote and we'll scope your matter, confirm the approach, and send you a fixed-fee proposal — typically within one business day.

Mark your request "Urgent" and we'll prioritize your response within four business hours.