Regulated verticals
need regulated AI.
Every "RAG + LLM" workflow in a regulated industry becomes QAG on the QGI stack — deterministic reasoning over the actual rules, contracts, and records that decide the outcome. Replayable. Signable. Defensible.
Financial Services is live today. Insurance, Healthcare, and Government are on the 2026 roadmap with open pilot intake through the contact form.
Anchor vertical · Live today
Financial Services
Mortgage compliance, credit underwriting, claims decisioning, AML/KYC, insurance, capital markets disclosure review.
Live focus areas
Mortgage compliance, credit, claims, AML/KYC, insurance, capital markets
Read the vertical →One live. Three opening.
Every vertical below is a place where probabilistic "RAG + LLM" is running today and failing an audit trail somewhere. QGI replaces it with QAG on a five-layer deterministic stack.
Vertical
LiveFinancial Services
Mortgage compliance, credit, claims, AML/KYC, insurance, capital markets
The anchor vertical for QGI. Every product in the stack ships into credit, claims, mortgage compliance, and regulated review workflows where decisions must be defended.
Vertical
Coming soonInsurance
Underwriting, claims adjudication, fraud investigation
Deterministic reasoning across policy language, coverage conditions, loss reports, and fraud typologies — so adjusters and underwriters get a ranked, explainable queue they can defend under examination.
Vertical
Coming soonHealthcare
Clinical decisioning, regulatory reasoning, payer-provider workflows
Regulated reasoning across clinical guidelines, coverage policy, and claims workflows. Every recommendation traces to the rule, the patient data, and the conflict — so clinicians and compliance teams can trust the chain.
Vertical
Coming soonGovernment
Audit-grade public-sector decisioning
Deterministic AI for eligibility, benefits, procurement, and regulatory adjudication — built for audit trails that survive FOIA, IG reviews, and legislative oversight.
Scoped pilot → QAG blueprint → production.
01 · Scope
A decision that has to be defended
We start from one regulated workflow — an adjudication, a compliance check, a disclosure review — with a clear audit surface. Not "plug an LLM into the company."
02 · Wire
The right QAG blueprint
An Enterprise Blueprint — usually a fork of NVIDIA's reference stack — wired to Q-Prime and the QAG Engine. The result is a pipeline that exposes conflicts before generation.
03 · Ship
Into the governance framework
Deployed inside your AI Governance framework with model cards, signal-level dashboards, replay tooling, and audit exports. See Trust for deployment models and data handling.
Bring us a decision you need to defend.
We run a small number of pilots per quarter across 4 verticals. If your workflow has an audit surface, a regulator, or an investor overlay, we'd like to hear it.