Beyond Data: Why Anjana Data is the Ultimate Platform for AI Governance

As artificial intelligence continues to surge, organisations face a critical question: how can we ensure that AI models are designed, deployed, and used ethically, traceably, and in line with regulation?

At Anjana Data, we see AI governance as a natural extension of data governance — one that requires a strategic supervisory layer above technical execution. While operational tools handle the how (training, deployment, monitoring), governance focuses on the why, for whom, and with what limitations.

Our vision: governing AI as a strategic asset

AI governance is much more than registering models. It means:

• Gestionando el ciclo de vida completo de la IA: from experimentation to decommissioning, with traceability and checkpoints at each stage.
• Governing the data involved: ensuring quality, compliance (e.g. GDPR), and semantic consistency.
• Ensuring transparency and explainability: for businesses, regulators and affected users.
• Managing risks: from ethics to technical reliability, with documented mitigation strategies.
• Providing auditable evidence: to comply with frameworks such as the AI Act, NIST AI RMF, and ISO/IEC 42001, 22989, and 23894.

And we do all of this without replacing your existing AI tools. Anjana Data integrates seamlessly with MLflow, Azure ML, Kubeflow, and other platforms, synchronising key governance data without disrupting your operations.

What does Anjana Data bring to the table?

Anjana Data Platform is designed to be the missing link between strategy and operations. What does that mean in practice?

• A centralised inventory of all AI-related assets: datasets, models, LLMs, APIs, experiments, autonomous agents…
• A customisable operational model with domains, roles, permissions, and validation workflows tailored to your organisation.
• Supervision of strategy through traceability, risk documentation, and ethical/safety checkpoints throughout the model lifecycle.
• A document repository of technical and regulatory evidence using templates adapted to each system type.
• Total integration with your AI tech stack: reference mode, governance-led mode, or synchronise from MLOps pipelines.

Tecnología que permite una gobernanza real y aplicable

With its modular architecture, low-code/no-code design and fully customisable metamodel, Anjana Data empowers organisations to implement governance at scale — without adding friction. Its built-in BPM engine enables automated validation flows, legal reviews, or ethical approvals based on your AI system’s risk level.

Because governance should not slow you down. It should enable you to accelerate — responsibly and strategically.

Would you like to see how we do it?

We have created a comprehensive resource featuring:

• Examples of use cases
• Metadata templates for various AI system types
• Integration proposals
• Roles and workflows
• And much more.

📥 Download our value proposition for Artificial Intelligence Governance with Anjana Data Platform.