Legal Vertical — Sample Snapshot

What your $499 Snapshot report looks like

Full sample: 8-layer determination + 3 fix-first items + 3 distributional-shape charts + counterparty-question rehearsal + independent-verifier declaration. Same structure your firm's actual Snapshot delivers within 3 business days.

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Category C — Insufficient For Attestation

This is what a failed FRCP 37(e) reproducibility audit looks like — $499 to know if yours is next

Sample: 7 high-severity distributional-drift events. Cohort C3 SIU/fraud-review lane rate rose from 18% to 71% silently. Your firm's Snapshot uses the same structure — your data, your AI, your jurisdictional footprint.

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Sample scenario

Mid-market plaintiff PI firm ($500M-$2B recovered, 5,000-20,000 active matters annually) running an AI case-intake triage classifier scoring each incoming FNOL / claim inquiry and routing to lane:

  • Fast-Track Settle (score 0-33): quick settlement paths, junior attorney
  • Standard Adjuster Review (score 34-66): typical PI case, senior review
  • SIU / Fraud Review (score 67-100): high-complexity / suspected fraud, SIU + partner

Silent drift: post-Day 45, Cohort C3 (age 40-55 mid-income) systematically over-routed to SIU/fraud-review lane at 71% vs baseline 18% — a 53 percentage-point cohort-differential that never triggered an alarm on the firm's case-management dashboard.

Overall Determination

CATEGORY C — INSUFFICIENT FOR ATTESTATION. 7 high-severity distributional-drift events detected. Firm should not represent the case-intake triage AI as FRCP 37(e)-defensible until named remediation completes.

The 3 sample charts (your Snapshot delivers similar for your data)

Rolling mean triage score by cohort
Rolling mean case-intake triage score by client cohort — silent Cohort C3 divergence starts Day 45
Baseline vs recent distribution for Cohort C3
Cohort C3 baseline vs recent triage-score distribution — mass shifted into SIU/fraud-review lane
Lane rate per cohort baseline vs recent
Lane rate per cohort baseline vs recent — cohort C3 SIU-review rate rose materially while others stable

The one sentence your firm's own defense counsel would care about

The AI case-intake triage engine's SIU/fraud-review lane rate for Cohort C3 (age 40-55, mid-income) rose from 18% to 71% over the audit period — a 53 percentage-point cohort-differential that occurred silently while the firm's case-management dashboard showed all-green throughout.

Under FRCP 37(e), any AI-driven case-intake decision from the affected period is subject to preservation duty once litigation is reasonably anticipated. The malpractice-carrier questionnaire item — "does your firm audit AI-driven case-triage decisions for adverse-impact patterns?" — now has a materially harder-to-answer shape.

What your firm's actual Snapshot includes

SectionWhat you get
Scope + regulatory frameworkNamed jurisdictional footprint + FRCP 37(e) + state bar AI-competence + malpractice-carrier questionnaire language
Sensor summaryIndependent-observer specifics, distinct model family, retention pipeline distinct from your production stack
Findings summaryCount of drift events + high/medium severity + adverse-impact-differential flag + first-drift-day
Overall determinationCategory A / B / C w/ specific meaning + remediation-path recommendation
3 fix-first itemsScoped to YOUR AI surface, YOUR jurisdictional footprint, YOUR next E&O renewal cycle
Detailed drift eventsEvery drift event day + type + affected cohort + severity + plain-language detail
Counterparty-question rehearsal5 sample decisions from the target-day w/ cryptographic decision-hash reproducibility verification
Upgrade pathsBaseline ($2,500 / 5 days) OR Enterprise Attestation ($35-55K / 3-6 weeks board-ready) + $499 Snapshot credit applies
Independent-verifier declarationSigned by Kevin Luddy personally
Charts + artifacts3 distributional-shape charts + machine-readable JSON + decision-hash lookup table

Read the full sample report

Full Snapshot Report (markdown) Executive One-Pager (markdown)

$499. Three business days. Your firm's actual Snapshot.

Same structure as this sample. Your firm's data, your firm's AI system, your firm's jurisdictional footprint, your firm's regulatory-framework citations.

Buy your Snapshot — $499
Snapshot credit ($499) applies to Baseline ($2,500) or Enterprise Attestation ($35-55K) upgrade within 30 days. Direct-buy Stripe. Below-procurement-threshold. Report PDF via email within 3 business days.