Govern AI with confidence. Deploy with proof.
Evaluation, guardrails, monitoring, and human oversight for regulated AI — in one enterprise platform. Define what your AI should do, prove that it does, and catch it when it doesn't.
Trusted by regulated enterprises worldwide
Platform
One platform for the entire AI governance lifecycle
Six integrated modules form a closed-loop governance flywheel — from defining scope and building golden references to evaluating, enforcing, monitoring, and continuously improving.
Explore the full platformOverview
Readiness scores, health metrics, and go/no-go deployment signals.
Governance
Scope boundaries, policy engine, knowledge management, and copilot.
Testing
Golden assets, evaluation suites, benchmarking, and release gates.
Operations
Violation monitor, 7-panel traces, review queue, and audit log.
Reports
KPI dashboards, audit reports, and compliance evidence.
Administration
Users, roles, API keys, domains, agents, and integrations.
Why Windmill QGP
Built for governance, not bolted on
Fail-Closed by Design
If the policy engine is unavailable, the system blocks responses rather than permitting unvetted outputs. Safety is the default, not an option.
Cite-First Enforcement
Every factual claim must include a source citation. Post-generation validation checks presence, fidelity, and coverage before any response reaches users.
Closed-Loop Flywheel
Production violations feed back into evaluation. SME corrections become golden references. Policies improve from real-world signals, continuously.
How It Works
The governed AI lifecycle
Five stages that take AI from undefined risk to auditable production — with proof at every step.
Define your domain
Configure your knowledge domains, upload source documents, and set scope boundaries that govern what your AI can and cannot address.
Build golden references
Curate expert-verified Q&A pairs that serve as the ground truth for evaluating AI response quality.
Evaluate before release
Run evaluation suites against your pipeline. Benchmark configurations. Enforce quality gates before any release.
Enforce in production
Policy enforcement, violation detection, and citation validation run in real time on every interaction.
Learn and improve
Production insights feed back into golden assets, policy refinement, and scope adjustments in a continuous improvement loop.
Solutions
AI governance for every regulated industry
From aviation safety to financial compliance, QGP adapts to your domain with configuration-driven governance — no code changes required.
Aviation & Transportation
Safety-critical compliance where incorrect AI guidance has legal and operational consequences. Governed responses for regulations, operational manuals, and hazardous materials.
Learn moreFinancial Services
Regulated AI advisory with policy-enforced boundaries, real-time compliance monitoring, and audit-ready evidence for wealth management and banking.
Learn moreHealthcare & Life Sciences
Citation-verified AI for clinical guidelines, drug interactions, and regulatory submissions — with strict scope boundaries to prevent unverified medical guidance.
Learn moreEnergy & Industrial
Operational intelligence for safety procedures, maintenance protocols, and regulatory compliance across engineering knowledge bases.
Learn moreReady to govern your AI with confidence?
See the platform in action with our interactive demo, or talk to our team about your governance requirements.