Use case
Choose AI investments from evidence about the work
Which AI investments are worth making first?
Start with the work, not a catalogue of AI tools. Teho maps the team-level work pattern, distinguishes high-value judgement from coordination, overhead and avoidable burden, then ranks changes by value, feasibility, evidence confidence and the work that must stay human-led.
- Intent:
- Use case
Use this route when the portfolio is crowded with plausible AI ideas but leadership needs a smaller, defensible sequence: act now, investigate, defer or do not pursue.
Decision detail
What to check before acting
Separate opportunity from enthusiasm
A popular tool or high usage rate does not by itself identify the right operating change. The first decision is where work is absorbing skilled time and whether AI is the appropriate route.
Name the evidence required after launch
Each selected change should state its owner, affected work, expected movement, time horizon, business driver and control boundary before implementation begins.
Next step