AI & Analytics Playbooks for Marketing, CRM & Ecommerce

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Benjamin Falkeborg
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Meta Ads AI Flow With Human-in-the-Loop

This playbook shows how to use LangGraph workflows to generate campaign configs from simple inputs. We'll build a system that transforms product descriptions into complete campaign strategies with audience segments and ad variations, while preserving human approval before execution.

How to Scale Meta Ads with Campaign Matrices

This playbook shows how to use configuration-driven campaign matrices to automate Meta Ads at scale. We'll build a system that transforms campaign configs into complete ad variations with targeting, budgets, and creatives, eliminating manual setup across dozens of ads.

Running Meta Ads with Pydantic

This playbook shows how to build Pydantic models that enable agents to create Meta ad campaigns programmatically. We'll implement the complete workflow from image upload to live ads, with automatic validation for budgets, content safety, and platform requirements built into every step.

Deep Cohort Analysis with LangGraph

This playbook walks you through building an AI-powered cohort analysis system that automatically discovers which customer segments have the highest retention rates. The LangGraph pipeline dynamically analyzes multiple dimensions and delivers AI-generated insights for targeted retention strategies.

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.

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