Asenion AI Control System: Operational AI Compliance Controls
Built for organizations with established GRC teams and systems that are ready to take on AI system risk and compliance head-on. Asenion AI Control System transforms regulatory and organizational intent into context-aware, machine-executable controls that can be assessed throughout the AI lifecycle, verified before deployment, and governed at runtime.
Assess. Verify. Witness.
From requirements to reusable controls.
AI compliance goes far beyond the EU AI Act, ISO/IEC 42001, and NIST AI RMF. Organizations must address regulatory obligations, industry standards, security and privacy requirements, contracts, internal policies, and bespoke business requirements.
Asenion Policy Packs™ normalize these requirements into reusable control objectives and controls. Asenion ControlGen™ then contextualizes them for your use case, jurisdiction, risk profile and intent, so they can be verified and evidenced across the AI lifecycle.
One Control Objective. Three Points of Control.
Asenion Policy Packs™ normalize compliance requirements into reusable control objectives and controls. Asenion ControlGen™ contextualizes them for your organization and can build organization packs from your own policies. The same controls then power Asenion Assess™, Asenion Verify™, and Asenion Witness™, connecting requirements to assessment, verification, runtime governance, and evidence.
Internal Policies • Bespoke Requirements
+ operational controls
across the lifecycle
Assess
Verify
Witness
ASSESS → VERIFY → WITNESS
Lifecycle → Pre-Deployment → Runtime
Five tools. One set of controls.
A suite of tools that transforms AI compliance requirements into operational controls that can be assessed throughout the AI lifecycle, verified before deployment, and governed at runtime.
Asenion ControlGen™
Contextualize reusable control objectives and controls for your use case, jurisdiction, risk profile, policies, technical environment and organizational intent.
Asenion Policy Packs™
Regulations, standards, frameworks and internal policies normalized into reusable control objectives and controls, ready to apply across AI use cases.
Asenion Assess™
Assess AI systems and agents from design through deployment and change, with a clear view of which controls are met and where the gaps are.
Asenion Verify™
Find vulnerabilities before humans or agents do. Test for security, privacy, bias, undesirable content, hallucination, and other specific requirements on predictive, generative and agentic AI systems.
Asenion Witness™
Govern AI agents and their actions at runtime with context-aware controls and tamper-resistant evidence of what happened and whether controls worked.
Control AI at runtime with evidence you can trust.
Use Policy Packs to govern AI agents and their actions at runtime. Asenion Witness applies context-aware controls and captures tamper-resistant evidence of what happened, which controls were applied, and whether they were effective.
Accelerate AI deployment with trust.
Apply existing regulations, stay ahead of new ones, and give every stakeholder the same view of AI risk and control.
Multi-stakeholder
Make cross-collaboration across policy, compliance, risk, security and data science a reality.
Parallel governance
Minimize cross-team friction with a parallel governance layer that removes the need for real-time data science involvement.
Post-market monitoring
Let risk and compliance teams insert continuous AI checkpoints and automate AI incident response.
Standardization
Automate standard and advanced oversight for AI systems using qualitative and quantitative assessments.
Procurement
Vet third-party AI solutions quickly and reduce compliance risk before you buy.
Time savings
Repeatable, automated assessments. In one fair-lending validation, each re-validation took minutes and saved more than 100 hours.
AI compliance controls, explained
What are AI compliance controls?
AI compliance controls are the specific, testable safeguards that show an AI system meets a requirement, such as a bias threshold, a human-review step, a data-retention rule or a runtime guardrail on an AI agent. Each control maps back to a control objective drawn from a regulation, standard, contract or internal policy.
How does Asenion turn regulations into operational controls?
Asenion Policy Packs normalize requirements such as the EU AI Act, ISO/IEC 42001, NIST AI RMF, OSFI E-23 and your own AI policies into reusable control objectives. Asenion ControlGen then contextualizes them for your use case, jurisdiction, risk profile and intent. The resulting controls are tested by Verify, governed at runtime by Witness and assessed by Assess, with evidence linked to each control.
Which AI systems can the controls be applied to?
Any AI use case: predictive and scoring models, generative AI assistants and chatbots, and autonomous AI agents, whether you build them, buy them or run them in platforms such as Asenion or SAS AI Navigator.
How do AI compliance controls produce audit evidence?
Every assessment result, pre-deployment test result and runtime decision is linked to the control it tests, so your compliance, risk, audit and security teams get traceable, tamper-resistant evidence of which controls applied and whether they worked.
Assess. Verify. Witness.
Asenion AI Control System helps organizations turn AI compliance from static documentation into operational controls that can be continuously applied across the AI lifecycle, with evidence that security, compliance, audit, and executive stakeholders can trust.