Justin Donlon

full circle
learning design

Full stack, AI-driven learning ecosystems

06 / 06in build

The Auditor

What should we build next?

The Auditor is the system’s own reviewer. It reads the results and says what to fix, what to retire and what to build next.

  • Shows where learners stall, and what everyone passes too easily.
  • Finds what the catalogue lacks, and what it holds twice.
  • Sends work orders back to pedagogy. That is the full circle.
06 → 01
the last point feeds the first

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