AI-driven Event Analytics in Real-time Dashboard

Diogo SoaresCheckInOS co-founder

A demo-focused talk on turning audience feedback into structured improvements, and using pre-computation to make the LLM’s job easier.

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Mindstone Amsterdam October AI Meetup

Date
Overall meetup
18:00–21:00 CEST
Diogo’s scheduled talk slot
19:15 CEST (scheduled)
Venue
Maarten Luther Kerk (MLK), Dintelstraat 134, Amsterdam

From live audience feedback to actionable event insights

The session explored how organizers can move from collecting feedback to deciding what to improve, with a demo connecting audience input, structured analysis, and a simpler job for the LLM.

Topics covered

  • Live audience feedback

    How audience input connects to event insights in the dashboard demo.
  • Structured improvements

    How structured AI output turns audience feedback into practical areas for improvement.
  • Pre-computing for the LLM

    Why doing useful work before the model runs can simplify the LLM’s task.