Semantic Layers, Agentic Workflows, & Governance

This whitepaper is a practical guide for data leaders exploring AI-native analytics. It breaks down what must be in place before the magic happens, from system design to organizational readiness.

You'll learn:

• Why semantic layers are foundational to AI-native analytics
• What context you need to structure upfront for accurate, relevant answers
• The agentic workflows that can automate insight generation and data tasks
• How to design a reinforcement feedback loop to improve responses over time
• The types of agents worth deploying - from query rewriting to insight validation

Whether you're modernizing a semantic layer, piloting GenAI use cases, or building a long-term architecture, this guide offers a clear and actionable blueprint.