AI-Assisted Analytics
How AI is transforming analytics at Grab

How AI is transforming analytics at Grab

7/30/2026

What this post added

Introduces a five-level framework for AI autonomy in analytics, detailing the progression from AI-assisted to end-to-end autonomous analytical loops. Describes the development and implementation of Spartan, an end-to-end agentic analytics workflow, and Scarlet, an agent for automated root-cause analysis and pipeline repair. Highlights the importance of ContextIQ for maintaining up-to-date analytical context and the development of BriX as a platform for creating specialized AI-driven analytics interfaces. Details specific AI skills and analysis frameworks used within these systems, and discusses the evolution of analyst roles towards problem framing and strategic decision-making.

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