IDC MarketScape's Evaluation of Unified AI Governance

 

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See Why Dataiku Was Recognized as a Leader

By integrating governance directly into AI workflows, Dataiku supports enterprise-scale AI through:

  • Embedded controls across the AI lifecycle
  • Open, model-agnostic architecture
  • Continuous oversight without operational drag

In this exclusive excerpt, learn how IDC MarketScape assesses AI governance platforms, and what CIOs and data leaders should prioritize when governing analytics, ML, GenAI, and AI agents at scale.

Trusted by 1 in 4 of the World's Top Companies.*
*Top 500 companies of the 2024 Forbes Global 2000, excluding China

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What We Think IDC MarketScape Looks for in Unified AI Governance

Why We Believe Dataiku Was Recognized

Governance Embedded in AI Workflows

Dataiku integrates governance directly into DataOps, MLOps, and LLMOps to help prevent non-compliant models and agents from reaching production.

Complete Lifecycle Coverage

From design and experimentation through to deployment and monitoring, Dataiku governs analytics, ML, GenAI, and agents within a single, unified platform.

Enterprise Flexibility Without Lock-In

Dataiku supports any cloud, data platform, or model provider — delivering consistent controls, auditability, and accountability across diverse environments.

Unify AI Governance on The Universal AI Platform™

Dataiku governs the full AI lifecycle. With model- and cloud-agnostic support and ready-to-use compliance templates, enterprises can apply consistent governance across environments at scale.

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IDC MarketScape vendor analysis model is designed to provide an overview of the competitive fitness of technology and suppliers in a given market. The research methodology utilizes a rigorous scoring methodology based on both qualitative and quantitative criteria that results in a single graphical illustration of each supplier’s position within a given market. The Capabilities score measures supplier product, go-to-market and business execution in the short-term. The Strategy score measures alignment of supplier strategies with customer requirements in a 3-5-year timeframe. Supplier market share is represented by the size of the icons.