AtriumAdaptive classroom intelligencePreview workspace
Research Studio

Build a curriculum you can trace.

Research a topic, inspect every source and prerequisite, then make the educator approval decision before anything can become student-facing.

Educator gate requiredApproval is required before a classroom run can launch.
  1. 1ResearchGather cited evidence
  2. 2ReviewCheck sequence and claims
  3. 3DecideRecord an educator decision
  4. 4LaunchOpen the learning run
Research brief

What should Atrium investigate?

Firecrawl search · cited sources required
Research settings

Results are a reviewable preview. Approval is recorded separately from the classroom event pipeline.