Measurement toolkit
Use these when Copilot, an agent, or an AI workflow looks promising and you need evidence strong enough for a steering committee, product owner, or finance conversation.
Interactive tools
Calculate value, score pilot readiness, generate a measurement plan, and create an experiment memo visitors can use immediately.
AI assistant
The assistant extracts useful numbers, finds missing evidence, fills the tools where it can, and generates a measurement plan.
Do not paste confidential customer data, personal data, or sensitive company information.
AI result
No analysis yet.
Result
Enter numbers to calculate.
Readiness
Score the pilot.
Generated plan
Generated memo
Official publications
These are useful when you want numbers, language, or evidence from official Microsoft publications instead of inventing impressive-looking calculations.
Introduces Copilot Assisted Hours and discusses why time saved is only one part of AI value.
Documents Copilot assisted hours, adoption analysis, collaboration patterns, and the value calculator in Viva Insights.
Explains how Microsoft estimates time saved by Copilot Studio agents using outcomes, telemetry, and task benchmarks.
Research across more than 6,000 workers at 56 firms, including findings on email and document completion.
Useful for thinking about habit formation, perceived value, and the gap between usage and lasting change.
Good context for the shift from AI experimentation to business transformation and ROI pressure.
Useful for agent-era topics like human-agent teams, capacity pressure, and how work changes around AI.
A broader official library with Work Trend Index reports, guides, podcasts, and examples about AI at work.
Files