
Give the team back the week
The only AI ROI metric worth defending in front of a minister.
- 01Time beats cost as an internal ROI story
- 02Track hours reclaimed, publish them
- 03Reframes the fear conversation without denying it
Cost savings are the wrong pitch to a government team. They already have a budget. What they do not have is time — the analyst working until 2am, the head of comms answering the same three questions from three departments, the director rewriting the same memo for the fourth stakeholder.
Measure the week you gave back. Hours reclaimed, per person, per week, doing work only humans should do. Publish the number internally. Celebrate it the way sales teams celebrate quota.
Two side effects. First, teams stop hiding AI usage — the metric rewards them for it. Second, the conversation shifts from 'will AI replace us' to 'what would I do with the extra six hours,' which is a conversation adults can have without theatre.
Voice guardrails for AI content
How to encode taste as a rubric so agents don't drift into slop.
Context is the product
Prompts are cheap; the context you feed the model is the moat.
The zag rule
If your competitor could run your prompt and get the same output, you don't have a brand.
