Governance · Compliance · Responsible AI
Built to Withstand Regulation and Scrutiny
Build AI systems that can withstand procurement, regulation, executive scrutiny, and real-world risk.
Governance · Control Plane
Architecture of Trust
Defensible AI begins at the architecture line.
Policy, lineage, evaluation, and access control are designed into the system — not retrofitted after deployment.
Framework Alignment
Governance That Matches Operating Reality
CORE_NODE_001
Responsible AI Governance
CORE_NODE_002
ISO/IEC 42001 Alignment
CORE_NODE_003
NIST AI RMF Alignment
CORE_NODE_004
EU AI Act Readiness
CORE_NODE_005
ISO 27001 Principles
CORE_NODE_006
SOC 2 Control Awareness
CORE_NODE_007
Model Inventory & Data Lineage
CORE_NODE_008
Bias Detection & Robustness
CORE_NODE_009
Red-Team Assessments
CORE_NODE_010
Model Cards & Documentation
CORE_NODE_011
Privacy, IP & Data Residency
CORE_NODE_012
AI FinOps Governance
QAIR designs systems aligned with and supporting readiness for the frameworks listed. Formal certification status is project- and entity-specific and is not implied by alignment language.
Audit & Documentation
Every decision, every model, every drift — recorded.
Model cards, evaluation logs, and immutable decision trails ready for procurement and regulator scrutiny.