Cloud & ML Platforms
MLFlow
Link MLflow test runs to assessment controls, so model testing becomes compliance evidence.
About the integration
Asenion integrates with MLflow so AI compliance controls travel with the models and generative AI applications your teams already track there.
What you can do
- Link MLflow test runs to the assessment controls they provide evidence for.
- Connect models and experiments tracked in MLflow to the AI systems in your Asenion inventory.
- Run Asenion assessments and Asenion Verify tests before promotion to production.
How it connects
Connect with your MLflow tracking server URL, with optional authentication.
Who it is for
ML platform, MLOps and model risk teams that use MLflow to manage the model lifecycle.
How it fits together
One set of controls across your whole AI stack
Whatever platforms, models and clouds you use, the Asenion AI Control System applies the same controls to every AI system and agent.
01 · ControlGen
Translates regulations, standards and your policies into control objectives and controls.
02 · Assess
Applies the controls across the AI lifecycle and shows which are met and where the gaps are.
03 · Red-Teaming
Tests AI systems and agents against the controls before deployment.
04 · Witness
Applies and evidences the controls at runtime, with tamper-resistant records.
Get started
See this integration on your own AI systems
In 30 minutes we'll map the rules that apply to your AI, show the controls, and walk through how this integration fits your stack.