Legal AI Reliability Snapshot

One AI system. Three days.
Discovery + bar-ethics readiness on a single page.

For law firms using AI in case intake, doc review, medical-records analysis, or demand-letter templating. Also for firms building expert-witness position against defendants shipping AI products. Below-procurement-threshold pricing. Self-serve intake. Fixed $499, delivered as PDF via email within three business days.

$499/ 3-day turnaround
Buy the snapshot — $499
Direct-buy Stripe. No scope call required. Sub-corporate-card threshold.

See a sample Snapshot first

Before you spend $499, see exactly what you'll receive. Full sample $499 Snapshot report (synthetic-data mid-market plaintiff PI firm scenario) with all 8 sections, 3 charts, counterparty-question rehearsal, and signed determination:

See sample — free

The FRCP 37 question your AI can't answer

35+ state bar associations have issued AI-competence guidance as of March 2026. California COPRAC approved enforceable rule amendments March 2026 -- first state to add AI to disciplinary rule text. Discovery motions under FRCP 37(e) increasingly ask:

“Reproduce the AI-driven decision made in [matter] on [date] — which client was triaged into which case theory, which document was flagged by AI for privilege review, which medical-records claim was scored by AI — including inputs, model version, tool-call traces, and configuration state as they existed at decision-time.”

Most firms cannot answer today. The gap between AI-adoption speed and evidentiary-defensibility discipline is where FRCP 37 sanctions, spoliation instructions, and malpractice-carrier questionnaire failures live.

Two-front use case for law firms

Internal Defensibility

  • Case-intake triage AI
  • Doc review + privilege screening AI
  • Medical-records extraction (Mtort / med-mal)
  • Demand-letter templating
  • Contract-review + due-diligence AI

Plaintiff-Strength Expert Witness

  • Sue defendant that shipped defective AI product
  • Independent-verifier expert report
  • Deposition + trial testimony readiness
  • Adverse-impact statistical methodology
  • Reproducibility gap in defendant's model

What you get

Snapshot Report (1 page PDF)

  • Category A / B / C determination on the specific AI system
  • The-one-number that matters (reproducibility-gap decision count)
  • FRCP 37(e) + state bar AI-competence citations by rule
  • Three specific fix-first items scoped to your matter surface
  • Sample sensor output + reproducibility rehearsal

What it isn't

  • Full 8-layer AIC attestation (Enterprise at $35-55K)
  • Expert-witness declaration (separate engagement)
  • Ethics opinion or malpractice representation
  • Live re-audit or ongoing monitoring
  • Bespoke customization beyond snapshot template

How it works

1
Buy $499
Stripe direct, 60 sec
2
Intake form
5 fields + CSV upload
3
Analysis
Sensor runs 24-48 hr
4
PDF delivered
Day 3 via email

$499. Three business days. One signal your Managing Partner + GC can act on.

If snapshot surfaces material discovery-exposure OR strong plaintiff-strength angle on defendant's AI, upgrade path is $2,500 Baseline Audit (5 days), $15K Full Diagnostic (2-3 weeks), or $35-55K Enterprise Attestation. Snapshot credit applies to upgrade within 30 days. Expert-witness engagements scoped separately.

$499 — buy now
Independent-verifier attestation. Not a legal opinion. Not intended to establish attorney-client privilege. Scope limited to snapshot data submitted. Kept confidential under NDA on request. E&O carrier notified at Enterprise-tier engagement kickoff.