ABOUT

We build case intelligence for personal injury law firms

Valryn exists because plaintiff firms deserve better than generic legal AI. We built a case intelligence platform specifically for personal injury work — grounded in real verdicts, tuned to your firm's jurisdictions, and honest about what AI can and can't do.

What we believe

Four principles shape how we build the product — from how the scoring engine works to how we write documentation.

Real data over synthetic confidence

Most legal AI tools confidently produce nothing useful. We ground every scoring decision in actual personal injury verdicts — 1,767 cases indexed across eight states, with county-level resolution on 1,382 of them. If the data doesn't support a recommendation, Valryn says so.

County-level, not state-level

Plaintiff attorneys already know that county matters. Our scoring, damage estimates, and comparable-verdict search all operate at the county level — because a Philadelphia slip-and-fall and a rural Pennsylvania slip-and-fall are different cases with different values.

Firm-specific, not one-size-fits-all

Your firm knows which carriers settle and which counties trend defense. Valryn's scoring modifier layer lets you encode that institutional knowledge into the AI — so recommendations reflect your venue, not a national average.

Attorney judgment, augmented

We don't replace attorney judgment. We surface the right signals at the right time — SOL deadlines, liability red flags, damage benchmarks — so your team triages faster and reviews with better context.

The technology

Valryn is engineered end-to-end by a team that ships production systems. We use the tools that work, and we're opinionated about which ones actually do.

PostgreSQL + pgvector

Verdict data indexed with HNSW for fast semantic similarity search. Cases stay in your tenant via row-level security at the database layer.

Hybrid search

Semantic search (OpenAI embeddings) runs in parallel with keyword search (CourtListener integration) for every case evaluation.

AI intake via Retell

Voice AI handles intake calls with multilingual support — English, Spanish, Mandarin — with consent-based recording and real-time transcription.

County resolution

City + state → county lookup happens automatically at intake so every case is compared to verdicts from the venue where it would actually be tried.

How we handle your data

Client data is privileged material. We treat it that way — architecturally, not just in policy.

Who Valryn is for

Personal injury plaintiff firms of every size — from solo practices to multi-state organizations with dedicated intake teams. Our pricing scales from $347/month (solo practice) to custom Enterprise agreements; the scoring engine behaves the same across all plans, just with different feature depth.

We work with firms practicing medical malpractice, auto accidents, slip and fall, wrongful death, product liability, workplace injury, and related PI verticals. If your practice is volume-focused and jurisdiction-specific, Valryn is built for you.

Want to work with us?

Book a demo and we'll walk through how Valryn fits into your intake operation — using real data from your practice area and jurisdiction.

Request Demo