Staging environment
Jim Gordon
Jim Kultgen
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

Jim Gordon

Award-winning analytics leader, also known as Jimalytics

Jim Kultgen

Jim Kultgen

Head of AI Strategy at Amplitude

CHEQ
Amplitude
Jim Gordon
Cars Commerce
KOHLER
See all products from Amplitude AI Analytics
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