Value · 5 minute read

A practical way to compare AI opportunities

Balance benefit, readiness, risk and effort to choose where to start.

Expected value

Define the measurable operational or commercial change, not a generic productivity claim.

Check process stability, data access, ownership and the team's ability to adopt a changed workflow.

Consider privacy, accuracy, explainability, security and the consequence of failure.

Prefer opportunities that can produce credible learning before demanding irreversible investment.

Decision check

Can the opportunity be explained through a business outcome, a real workflow, accountable people and observable evidence?