Insights
Practical notes from application analytics work on AI service adoption — for programme leads and service owners.
Licences are not adoption
Why seat counts mislead when you are judging whether an AI service has truly taken root.
Reading pilot signals before you scale
The adoption signals that should appear in a pilot before a wider AI service release.
What a renewal brief should include
A practical outline for presenting AI service adoption evidence at budget time.