

Free Lesson
Build an AI-Ready Analytics Program for Humans and Agents
Part of The Agent-Powered Super IC
45 min
Jun 18, 2026 2:00 PM
What you'll learn
The new behaviors you must measure
Identify which AI-driven interactions to instrument—including headless usage and agent-initiated sessions.
Bot taxonomy and how to work with it
Apply a framework to classify bot traffic and remove the noise distorting your product metrics.
A starter checklist you can act on
Walk away with specific instrumentation steps to begin an AI-native analytics program this quarter.
Why this topic matters
AI has rewired how people find products and use them, and a growing slice of your activity isn't people at all. Some bots improve outcomes. Others distort your data. And a growing share of your humans are working through Claude or ChatGPT while your product runs headless behind the scenes. Most analytics programs weren't built for any of this. This session covers what to pay attention to in 2026.
You'll learn from

Jim Gordon
Award-winning analytics leader, also known as Jimalytics

Jim Kultgen
Head of AI Strategy at Amplitude