Product · Verdict

The retrieval brain
shaped like a decision.

Verdict isn't a chat window — it's a five-lane retrieval engine wired into a constrained-output reasoning model, gated by your firm's compliance rules. Built to decide, not to chat.

Architecture

Five lanes, fused.

No single retrieval method handles every question. Verdict runs all five in parallel and lets the best result through.

Lane IVector
Lane IIBM25
Lane IIIMetadata
Lane IVTopic
Lane VGraph
Wealth advisor reviewing on screen
Three layers

Working in concert.

01 · Retrieval

Five lanes, fused

Vector finds meaning. BM25 finds exact phrases. Metadata respects recency & jurisdiction. Reciprocal-rank fusion picks the best of each. A cross-encoder reranks the final shortlist.

02 · Reasoning

JSON-shaped output

The model returns a structured object — answer, confidence, citations, required disclaimers. No free-text drift. Every response is validatable before it ever ships.

03 · Decision

Cited & logged

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

Engineer reviewing infrastructure logs

— A lead engineer reviews network logs · pilot week 1

Deployment

Where your data already lives.

Verdict installs into your VPC, your on-prem cluster, or fully air-gapped. Your hardware, your network, your monitoring tools.

100%
Of inference happens inside your perimeter
0
Outbound tokens · network-monitor verifiable
3 days
Median time from PDF ingest to live pilot
~$0.04
Per query · amortized · v0.1
Compliance

Built into the output, not after.

Required disclaimers, jurisdiction-specific phrasing, and policy-violation guards run inside the generation step — not as a post-hoc filter that can be bypassed by clever prompting.

LayerWhat it enforcesWhere it lives
Disclaimer injectionRequired FINRA / NAIC / state-specific language stitched in before output ships.Generation step
Citation requirementEvery claim names a source paragraph. No citation → no answer.JSON schema
Jurisdiction filterState, federal, and product-line rules respected by metadata lane.Retrieval
Audit logQuery, retrievals, model output, accepted answer, user — permanent.Post-decision
Compliance review queueLow-confidence answers route to a human before customer-facing release.Decision gate

See it on your documents.

Send five PDFs. We'll return ten cited answers and a 30-minute walkthrough.