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Bringing AI in at Khan Academy

Cluster reporting feedback while local context stays visible

You’re the product manager. Your team is in the room. Printed Oct 18, 2026.

Reporting feedback is recurring across regions, but its shared product meaning is still unsettled.

International partners need their local context preserved while PMs need enough common evidence to frame a platform problem.

Who you’d be doing this for

“Three schools asked why their activity view looks different, and I still don’t know if it’s one issue or three.”

Florian Dubois · International District Administrator

Uses activity and achievement information to understand whether district classrooms are engaging with supplemental learning.

What is at stake

Repeated concerns about activity and achievement views are arriving from different regions without a shared evidence trail. You must weigh faster pattern finding against the PM’s need to inspect and challenge every proposed theme.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • faster synthesis vs. PM judgment
  • global patterns vs. local context
  • AI suggestions vs. source traceability
  • platform stability vs. discovery flexibility

Why Khan Academy

Khan Academy for Districts depends on reporting and insights that work for administrators, teachers, learners, and parents across international implementations.

Written with these in mind

evidence-driven forward deployed engineerhuman-in-the-loop AI systems designerproduct discovery technologist

Not your kind of problem? 26 more at Khan Academy, or browse every organization.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.