AI governance
Trust your data. Govern your AI.
DataGalaxy gives you a clear framework to manage AI use cases, models, and data with transparency, ownership, and alignment to business and regulatory requirements.
The risks of ungoverned AI
Without structure, AI can create more problems than it solves, from model drift to bias, compliance failures, and reputational risk.
- No visibility into how AI decisions are made
- Unclear ownership of models and outcomes
- Poor traceability between training data, models, and results
- Fragmented documentation and versioning
- Gaps in compliance, fairness, and explainability
What you can do with DataGalaxy for AI governance
Establish trust in AI decisions
Align AI initiatives with business strategy
Mitigate risk & ensure compliance
Break silos between data, model, and compliance teams
Start with the “Why” of AI
Good AI starts with a clear business need. Use DataGalaxy to capture ideas, define the problem, align on strategic goals, prioritize, and evaluate value vs. feasibility.
Capture what matters
Trusted data for trusted AI
Empower users to trust the datasets fueling your AI by monitoring data quality in real time. Surface quality indicators, flag issues early, and keep your models grounded in reliable, well-governed data.
Catalog and collaborateExplore the catalog, glossary, and metadata layer
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Track data sources, features, and model lineage
Link models to the datasets, transformations, and outputs they rely on. Understand dependencies and ensure data quality at every step.
Automated data lineageDefine & share AI policies
Make your AI guidelines accessible and actionable. Document policies around data usage, model validation, fairness, and accountability, then link them to your AI assets and use cases. Keep everyone aligned and reduce risks from the start.
Ensure full governance
Actively govern your AI products
Document every model, dataset, and feature with full context. Track how each AI product is built, what data it uses, who owns it, and where it’s applied. Link everything to governance rules, business goals, and usage insights to ensure trust and alignment.
Manage AI productsDesigned for responsible AI practices
DataGalaxy helps you align AI development with frameworks like:
- EU AI Act
- ISO/IEC 42001
- Internal risk and audit controls
- ESG and ethics policies
You can adapt rules, define custom risk scores, and create governance workflows that reflect your own standards.
Make AI safe, smart, and accountable
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Manage data assets from C-level strategy to AI adoption
