Upskill ProThe evidence standard
See what supports
the next decision.
A useful AI-supported decision keeps its sources, assumptions and trade-offs visible so a manager can challenge the work and approve a bounded next step.
Inspect supplied inputs, source definitions, comparison periods and open questions. Distinguish observations from interpretations.
Compare alternatives against the same priorities and constraints. Make opportunity costs and conditions for changing course explicit.
Keep proposed work distinct from approved action. The accountable manager decides what the evidence supports.
Agree the owner, scope, baseline and review point. Bring back evidence to extend, revise or stop.
Examples help you inspect
the method before you start.
Interactive examples use sample data. Public company articles examine reported work and clearly identify the editorial interpretation. Neither establishes adoption of Upskill Pro by that organization.
Bring evidence from your own work.
Use context you are authorized to share. Review the output and its limits before making a business commitment.