The Modern Self-Service Analytics Playbook

For a New Analytics Landscape Shaped by AI Agents

Self-service analytics (SSA) opened access to data, but traditional dashboards still leave teams stitching together context and chasing repeat questions. As decisions speed up and expectations rise, SSA needs an upgrade. Augmented analytics and AI agents now deliver the trust, context, and real-time intelligence dashboards can’t. 

Analysts and decision-makers: Move from static views to confident, agent-powered decisions in this playbook. 

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Download the Playbook
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How AI Agents Deliver on the Original Promise of
Self-Service Analytics

Augmented Analytics Provides the Intelligence Traditional SSA Missed

Strengthen your analytics foundation with governed data, shared definitions, and explainable models so AI agents can deliver trustworthy, context-rich insights.

Put AI Agents to Work Across Decision Workflows

Use AI agents to monitor KPIs, highlight changes, explain drivers, run scenarios, and recommend next steps grounded in enterprise context.

Redesign Workflows for Real-Time, Agent-Powered Decisions

Replace dashboard-hopping with unified, conversational workflows that deliver explanations, drivers, and recommendations in seconds.

Recognize Why Traditional SSA Stalled

Uncover the bottlenecks that keep dashboards from supporting fast, consistent decisions in modern business environments.

Align Analytics With Today’s Business Expectations

Understand the rising need for speed, trust, and consistency, and pinpoint exactly where traditional BI workflows fail modern decision cycles.

Power Modern Self-Service Analytics With The Universal AI Platform™

Dataiku provides the governed data, shared context, and quality controls modern SSA requires. With built-in validation, lineage, and consistent business definitions, Dataiku ensures every answer — whether delivered through a dashboard, assistant, or AI agent — is accurate, explainable, and ready for real operational decisions.

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