Data stack essentials for technical founders

10 articles that take you from CDP basics to growth infrastructure — a structured path for founders building their data stack without an enterprise budget or a data team.

Step 1: Fundamentals

Understanding the CDP landscape

Every vendor pitches a CDP differently. Understand what CDPs actually do — and don't do — before evaluating whether you need one.

Why real-time data matters for customer experience

Stale data causes embarrassing customer interactions. Know when real-time sync matters and when a 15-minute schedule is good enough for your stage.

Capturing user behavior across tools

Event tracking is the foundation of product analytics and behavioral marketing. Understand what to track before instrumenting your app.

Step 2: Building Skills

When to invest in a CDP — and when to skip it

Most startups under 200 people don't need a CDP. This article helps you decide whether you need one now, later, or never.

Building a lean, effective martech stack

The right martech stack for a startup has 5-8 tools connected well, not 20 tools connected poorly. Learn how to choose and connect the tools that matter.

Measuring customer economics

LTV drives every growth decision — pricing, acquisition spend, retention investment. Understand how to calculate it and get the underlying data flowing to the right tools.

Step 3: Advanced Strategy

Running lifecycle marketing without enterprise tools

You don't need a $100k CDP to run lifecycle campaigns. Learn how to trigger the right message at the right time using tools you already have.

Aligning sales, marketing, and CS data

RevOps isn't a team you hire — it's a data problem you solve. Understand how to unify revenue data across tools before you're big enough for a dedicated RevOps person.