AI Governance Services
AI you can audit, explain, and stand behind.
Enterprise AI without governance isn't AI — it's liability. Compliance, explainability, and accountability built into every system from day one.
18 years of regulated industry delivery across healthcare, finance, and logistics. We understand what 'defensible AI' means in practice — EU AI Act, GDPR, HIPAA, SOC 2. Our clients don't get surprised by regulators.
The governance imperative
Regulation is here. Preparation is optional — compliance is not.
The EU AI Act is enforceable. GDPR penalties for AI decisions are escalating. Boards are asking questions about AI risk that most teams can't answer. Governance isn't a nice-to-have — it's the difference between an AI programme that scales and one that gets shut down.
Maximum EU AI Act penalty for non-compliance
EU AI Act Article 99
EU AI Act compliance
Risk classification, technical documentation, conformity assessment, and post-market monitoring for high-risk AI systems.
Explainability by design
Architecture decisions that make model behaviour interpretable — not a reporting layer bolted on after deployment.
Bias detection and mitigation
Structured evaluation pipelines that identify discriminatory patterns before they reach production users.
Audit-ready documentation
Complete records of data provenance, model decisions, and system behaviour that regulators can review.
The AurvikAI governance framework
Five phases that take you from unstructured AI usage to fully governed, compliant deployment.
Compliance landscape mapping
We identify every regulatory framework, internal policy, and stakeholder expectation that applies to your AI systems. Governance is designed to meet all of them simultaneously.
1-2 weeks
Explainability architecture
Explainability is an architecture decision, not a reporting layer. We select models and design pipelines that produce human-readable explanations for every material decision.
2-3 weeks
Audit trail and access control implementation
Every AI decision is logged — input, model version, output, and who acted on it. Access to model outputs and training data is controlled and auditable.
2-4 weeks
Bias testing and adversarial evaluation
Structured bias evaluations, adversarial tests, and edge case analysis before deployment. Governance is a body of evidence that the system behaves as intended.
2-3 weeks
Ongoing monitoring and review
A governance framework that isn't monitored is a document. We set up model performance monitoring, drift detection, and a regular review cadence.
Ongoing
Governance across every dimension
Comprehensive coverage from data ethics to model operations.
Navigating the regulatory landscape from EU AI Act to industry-specific requirements.
Risk classification, conformity assessment, and technical documentation for high-risk AI systems.
Automated decision-making disclosure, right to explanation, and data protection impact assessments.
HIPAA for healthcare AI, SOX for financial AI, and sector-specific guidelines.
Managing AI governance across jurisdictions with different regulatory requirements.
Built in — not bolted on
Governance designed into the architecture from sprint one.
Most governance failures happen because governance is treated as a documentation exercise that runs parallel to engineering. At AurvikAI, governance requirements are architectural constraints — they shape model selection, data pipeline design, and deployment infrastructure from the first decision.
A governance framework that isn't monitored is a document. We make governance a live practice, not a one-time audit.
Regulatory incidents across all deployments
Audit pass rate for governed AI systems
AurvikAI governance review session with a European financial services client
Common questions about AI governance
From organisations navigating the intersection of AI innovation and regulatory compliance.
If you deploy or use AI systems that affect EU citizens — regardless of where your organisation is based — the EU AI Act likely applies. The Act classifies AI systems by risk level, with high-risk systems facing the strictest requirements. We help you classify your systems and determine exactly what's required.
AI governance assessment
How prepared is your AI for regulatory scrutiny?
Our governance assessment evaluates your existing AI systems against EU AI Act requirements, GDPR obligations, and industry best practices. You'll receive a clear gap analysis and remediation roadmap.
INSIGHTS
Thinking worth reading
Ready to make your AI defensible?
Let's start with a conversation about your compliance requirements and governance challenges — we'll give you an honest assessment of where you stand.