About predict.law

We close the data asymmetry between the plaintiff bar and the carriers.

Insurance carriers have priced claims with proprietary AI since 2014. Plaintiff attorneys have priced the same cases with Verdict Search lookups and institutional memory. predict.law is the pricing instrument the plaintiff side has been missing.

The data asymmetry

A 12-year head start on the other side of the table.

DEFENSE / CARRIER SIDE

AI on the claims side since 2014.

Proprietary first-offer engines, opaque claim-economics models, internal severity classifiers.

12 years · billions in priced reserves

PLAINTIFF / ATTORNEY SIDE

Verdict Search lookups and institutional memory.

Two-hour manual lookups before you take the case. No defensible number at intake. The asymmetry that Predict closes.

Predict ships the missing instrument.

Mission

What Predict is

predict.law gives plaintiff personal injury attorneys a defensible, jurisdiction-tuned case value across the whole case lifecycle — intake and triage, demand-letter prep, pre-litigation negotiation, and settlement. The model is gradient-boosted regression trained on over 20,000 precedent cases and 200,000 data points from 2018 through 2025, with stratified jurisdiction folds and 90–92% median accuracy (MdAPE) on a held-out test set for higher-value MVA and premises liability cases. It predicts gross case value — before attorney fees, case costs, and medical liens. Every prediction ships with a confidence band and a cited comparable-verdict cohort.

The product is a single-tier subscription at $499 per seat / month, with a 14-day free trial that's $0 today — you add a card to start, but it sits on file and isn't charged during the 14 days; cancel anytime before day 15. The wedge is the solo and small-firm plaintiff PI attorney; the platform extends to the full PI workflow over time.

Guardrails

What Predict is not

Not a tool for insurance carriers. Plaintiff-side only is the trust contract — a data and loyalty commitment, not a customer gate. The proprietary case-outcome dataset flows in one direction only: toward the people fighting for plaintiffs. Plaintiff-side attorneys, litigation funders, lead-intake firms, and PI marketing agencies are all welcome. We will never sell to insurance carriers, defense firms, or any defense-side claims operation. Ever.
Not the next generation of legaltech AI hype. No manifestos. No "10x your firm" copy. No conference-circuit visual language. The model is what it is. The methodology is in the open. The data does the work; the marketing does not.
Not a tool for big firms. The wedge is the solo and small-firm practitioner — the attorney making the case-selection call at intake on instinct. The product, the pricing, and the UX are built for that decision point. Mid-size and large firms are a year-2 expansion target.

Plaintiff-side only is the trust contract. The proprietary case-outcome dataset flows in one direction only — toward the people fighting for plaintiffs.

Team

Who builds it

predict.law is built by Mudita Studios in collaboration with plaintiff-side counsel. Founding plaintiff-side advisor: Pat Wilburn — eleven years of plaintiff PI practice before founding Predict, UT Law '14, lives in Austin. The asymmetry that shaped the product is documented across how it works and the State of PI report. From there the brand returns to brand-led — the data speaks, the founder recedes.

GTM

How we sell it

Three channels:

Direct-to-attorney

The marketing site, the free predict-your-case valuation, and the four buying-trigger landing pages. No SDR/BDR, no outbound calls. Self-serve trial, monthly billing, simple pricing.

PI marketing agency partners

20% commission on first-year revenue. PI agencies that own attorney relationships at scale become recommended-vendor channels. Partner details →

Predict-owned native publications

The annual State of PI Case Valuation report, the Predict blog, jurisdiction case studies, and the methodology disclosure cadence. Predict is the publisher.

This site

What this site is

This site is the public face of the product. The free predict-your-case valuation is the lead magnet. How it works is the rigor disclosure. The State of PI report is the annual data authority piece. The blog is the ongoing publication cadence. The trial signup is the conversion path; the demo is the path for attorneys who want to see it on a real case before committing to a trial week.

Contact

How to reach us

The fastest path is the 14-day free trial — sign up and we'll book the onboarding call. For partner inquiries, the partner page has the program details and the contact form. For press, how it works and the State of PI report are the public-record version of the product and its data. We don't do podcast circuits or conference panels; the brand-led GTM is by design.