Deploy one operating layer for policies, behaviour analytics, and document forensics so every LLM, agent, and workflow stays compliant before it executes.
QARK–Govern fuses policy orchestration, behavioural telemetry, and document forensics. Every policy change is simulated, enforced, and evidenced before a single prompt is answered.
Detects anomalous agent usage, rogue approvals, or insider pivots in seconds using sequence-aware baselines.
OCR + vision pipelines flag forged IDs, tampered PDFs, or deepfake assets before they enter downstream workflows.
Continuously maps EU AI Act, NIST, GDPR, and sector-specific controls to live evidence, generating signed audit packs on demand.
Model: Legal Assistant v5
HR Intake • biometric mismatch
Ready • 14 controls signed
Deploy modular layers or the full stack to secure policy, data, and accountability in the same plane.
Author guardrails in natural language, simulate impact on historical prompts, then push signed policies to every inference surface.
Continuously collects behavioural, document, and infrastructure proofs so audits are a query, not a fire drill.
Immutable ledger tracks who approved a model, what data it saw, and how deviations were handled.
QARK–Govern gives boards and regulators proof, not promises.
Pre-built export formats for FCA, EBA, and SSB inspections.
Multi-sig sign-off enforced through hardware keys (FIDO2, HSM, smart card) tied to named risk owners.
Global enterprises deploy QARK–Govern to make approval workflows, regulated data access, and model inventories auditable from day one.
Loan-underwriting copilots and trading assistants run only with signed prompts, PII redaction, and instant FCA/EBA evidence packs.
Grid, aviation, and telco operators map every agent interaction to OT assets, locking down rogue actions before they propagate.
Clinical documentation bots tag PHI flows, enforce HIPAA/EMA controls, and record every exception for compliance teams.
Plug QARK–Govern into LLM gateways, vector stores, ticketing, and HRIS in under two weeks via pre-built connectors.
Replay six months of prompts and approvals to expose policy drift before enforcement, without touching production.
Push guardrails, attest evidence, and route escalations automatically. Keeping legal, risk, and engineering on a single timeline.