Measure / Free AI product tools

Measurement Intelligence Framework

MIF Explorer: choose meaningful measures, understand their limits and build an evidence plan.

What you’ll leave with

A decision-led measurement plan, a balanced portfolio, evidence requirements, interpretation safeguards and an executive-ready AI handoff.

Step 1 of 6

Frame the decision

Measurement Intelligence Framework (MIF) begins with the decision, product, proof need, data, AI context and audience.

What decision will this measurement inform?

What are you trying to improve?This shapes which measurement classes and signals will actually help. We’ll recommend entries that answer the real decision in front of you.What kind of product is this?Different product types have different baseline expectations and measurement strategies.What are you trying to prove or unlock?This helps MIF Explorer move beyond classic KPIs and recommend the right measurement class for the job.What data do you have access to?We’ll recommend KPIs you can act on with what you have. No point suggesting metrics you can’t measure yet.Are AI features involved?AI changes what some metrics mean. If your product uses AI, we’ll flag KPIs where interpretation shifts.Who needs the answer?This determines how we frame the output. A design team needs different depth than an executive summary.

1 / 6