This dashboard presents a structured assessment of how well UK university CS and SE programmes are preparing graduates for AI-transformed software development. It is not a league table — it is an evidence review asking a specific question. See the full methodology for details.

Ratings reflect what can be observed from publicly available sources. “No evidence” does not mean nothing is happening — it means nothing is visible, which is itself a finding.