Case Studies

Plaintiff med-mal firms
using MedLegal AI

Case studies from firms that switched from manual records review to AI-augmented workflows.

Pilot Program — Q3 2026 launch

Be one of our first published case studies

We're launching named-firm case studies in Q3 2026. Pilot firms get featured (with permission) and receive 6 months free in exchange for sharing their results.

6 mo
Firm-tier subscription, free during the pilot window
Named
Firm name + attorney quote featured (with permission)
Q3 '26
Public publish date — pilot cohort closes when 5 firms confirmed
Apply to be a pilot firm

What our case study program covers

Each published case study will document a single firm's before-and-after switch to MedLegal AI — with real numbers, not vendor marketing language. Here's what every study will show:

Firm name, size, case mix

Named firm (with permission), attorney + paralegal headcount, practice areas, typical case complexity.

Pre-MedLegal AI workflow

How records review, chronology build, and expert prep worked before. Avg hours per case + dollar cost (LNC fees, attorney time).

Post-MedLegal AI workflow

Same metrics, after the switch. Specific tools used (timeline-builder, daubert-challenge, etc.) and how they replaced or augmented existing steps.

Specific savings

Dollars, hours, and cycle-time deltas. Per-case + annualized. Calculated from the firm's own data, not modeled estimates.

Quote from named attorney

On-record statement from the lead attorney — what changed in their day-to-day, what they'd tell a peer firm considering the switch.

Outcome metric

Case won, settlement amount, or time-to-resolution. Anonymized at the client level as needed; never fabricated, never modeled.

While we build our customer case studies

In the meantime, here's what good plaintiff-PI AI case studies look like — and where the industry-wide numbers currently sit.

Reference benchmark: EvenUp's customers page hosts ~30+ named-firm case studies — the most comprehensive public library in plaintiff-PI AI to date. We're building toward that standard of transparency: real firm names, real numbers, real attorney quotes. Once our Q3 cohort closes, our case studies will live on this page.
$3,500 / case
Median LNC cost per med-mal case
Source: AALNC career resources + 2024 LNC consulting rate surveys ($150–$200/hr, avg 18–24 hr/case for med-mal record review).
40–60 hr
Median chronology build time, 1,000-page med-mal record set
Source: AALNC + plaintiff-bar practice guides (manual chronology = ~12–15 pages/hr; complex multi-provider records add 30–40%).
~12 %
Med-mal expert testimony challenged under Daubert / FRE 702
Source: PwC Daubert challenges study + FRE 702 2023 amendment commentary — challenge frequency rising post-amendment.