Verdict v0.1 · Spark · in pilot

The answer is in your docs.
Verdict gets there first.

The retrieval brain your firm already wishes it had — locally-hosted, fully cited, and built for the regulated work cloud AI can't touch.

Pilot claims adjuster

"Eight minutes became ninety seconds. Same answer, fully sourced."

Anonymized · Claims AdjusterMid-market P&C carrier
▌ In limited pilot · 8 firms · 6 industries FINRA-aware HIPAA-compatible SOC 2 path Air-gap deployable
How it works

Three steps. One cited answer.

Verdict turns a customer question into a cited, compliant answer your rep can read aloud — without anything ever leaving your network.

01 · Retrieve

Five lanes search in parallel.

Vector finds meaning. BM25 finds exact phrases. Metadata respects recency and jurisdiction. Topic clusters by your taxonomy. Graph follows cross-references. Reciprocal-rank fusion picks the best of each.

02 · Reason

Constrained, not creative.

The model returns a structured object — answer, confidence, citations, required disclaimers. JSON-shaped. No free-text drift. Validated before it ever ships to the rep.

03 · Decide

Cited and logged, forever.

Every accepted answer carries the source paragraph, the confidence score, and the user who accepted it — kept in your firm's permanent, searchable memory.

A typical Tuesday

2:03 pm.
Margaret needs an answer.

She inherited a Roth from her late husband and wants to roll it into her own. Her advisor doesn't want to put her on hold. Verdict closes the gap.

Pilot wealth advisor at her desk
Pilot Wealth Advisor · 14 yrs · anonymized"My misroute rate was 18%. Verdict cut it in half — and gave me the citation when compliance asked."
TimeEvent
:03Margaret asks if she can roll her inherited Roth into her own.
:04Verdict in 1.2s: No. RMD fixed. Cited IRS Pub 590-B + KB §4.3.
:08Advisor confirms, sends form. Compliance log auto-stamped.
:10Margaret off the phone. Saved: 7 minutes, one misroute.
Industries

Built for the firms cloud AI can't legally serve.

Eight verticals, each indexed against the rules and document conventions specific to your work.

Voices from the pilot

The people holding the phone.

Verdict was built with — and for — practitioners. Three of them, in their own words.

"It gave me the citation before compliance even asked for it."

Anonymized · Wealth Advisor14 years · Northeast US

"Eight minutes became ninety seconds. Same answer, fully sourced."

Anonymized · Claims AdjusterMid-market P&C carrier

"Procurement signed because nothing leaves our perimeter."

Anonymized · Compliance DirectorRegional health system
Why on-prem

The model runs where your data lives.

Cloud AI is a non-starter for FINRA-, HIPAA-, and state-bar-regulated work. Verdict deploys into your VPC, your on-prem cluster, or fully air-gapped. Your hardware, your network, your monitoring.

100%
Of inference happens inside your perimeter
0
Outbound tokens · network-monitor verifiable
3 days
Median time from PDF ingest to live pilot
Decisions retained · permanent firm memory
Prashant Sahni, founder
From the founder

Built by people who held the phone.

"I joined Fidelity in 2020. Series 7, Series 66, on the advisor desk. By 2023 I was watching senior colleagues lose clients to 'let me put you on hold while I check' — even when the answer had been written down, internally, four years before. Cloud AI was a non-starter. The on-prem options were retrieval theater. So I left and built Verdict."

— Prashant Sahni, Boston · 2026

Get started

Stop searching.
Start knowing.

No "platform tour." No marketing deck. We index your documents privately, run your hardest questions through Verdict, and walk you through the citations live. 30 minutes.