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This is a short English summary — the full case study is available in Finnish.

Case · Pedagogical analysis

Moodle course audit — a one-command pedagogical analysis

An AI agent reads a Moodle course backup, runs structure, content and alignment analyses, and produces a PDF report of prioritized actions with time estimates. In use in my own teaching and in training consultancy.

Timeframe
2025
Input
Moodle .mbz
Benchmark
National curriculum
Output
PDF report

The case in brief

Vocational courses are layers of years: activities get added, old ones never get removed, and tracking curriculum coverage by hand is heavy. The audit agent parses a Moodle .mbz backup, checks structure, Bloom's taxonomy balance and alignment against the Finnish national curriculum (ePerusteet), and produces an action-oriented PDF report — every finding comes with a concrete fix and a time estimate.

Auditing my own 45-credit course surfaced 289 activities, 83 duplicates, one 137-activity monster section and a Bloom distribution with only ~1% analysis-level tasks. A day of manual audit work now takes minutes.

What you can order

  • A single-course audit: PDF report with prioritized actions
  • Multi-course audits at institution level: a summary of common structural issues
  • Tailoring the audit agent to your organization: your own benchmark, your own report format
  • Training on interpreting the audit report and phasing the fixes

Let's audit your courses — one or many. A PDF report with concrete, prioritized actions.

Get in touch