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How to Analyze a Customer Base With AI

This playbook walks you through building an AI-powered CLV analysis system that reveals which customers drive long-term profitability. The LangGraph pipeline applies statistical models to predict behavior and delivers AI recommendations for optimization.

How to NOT get a $70,000 BigQuery Bill

This playbook walks you through building a cost-aware SQL agent that delivers actionable insights from BigQuery. The agent helps data teams democratize access to analytics and avoid unexpected costs through validation and a built-in protection mechanism.

Product Analytics with LangGraph

This playbook walks you through building an ecommerce product analytics agent using BigQuery and LangGraph. The agent helps identify opportunities to increase average order value through product combinations, category analysis, and bundle recommendations.

Repeat Purchase Analytics with LLMs

This playbook will walk you through building a repeat purchase analytics library. We'll cover everything from writing SQL queries to creating a Python class for your analysis tools. We'll then create a suite of LangChain tools out of the class and let LLMs figure out how to use the different tools.

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