Should we run a pilot or an ROI assessment first?

If the business case, data control, security, and governance path are unclear, run the assessment first. Then pilot only the workflows that deserve budget.

Does the assessment stop experimentation?

No. It makes experimentation more disciplined by tying pilots to workflow value, ownership, risk, and a 90-day implementation path.

Aeon AI Risk Management

AI ROI assessment vs AI pilot: stop funding demos without a control decision.

Aeon helps executives decide whether a workflow deserves a pilot, production budget, private AI, CyberGuard review, governance evidence, or no-build/no-buy discipline.

Questions this page answers

Should we run a pilot or an ROI assessment first?: If the business case, data control, security, and governance path are unclear, run the assessment first. Then pilot only the workflows that deserve budget.
Does the assessment stop experimentation?: No. It makes experimentation more disciplined by tying pilots to workflow value, ownership, risk, and a 90-day implementation path.

A pilot tests possibility

Pilots can prove that a model or workflow might work, but they often avoid the harder questions: ownership, cost, sensitive data, security, governance, and implementation sequence.

An ROI assessment ranks decisions

The assessment decides what deserves budget, what should stay private, what needs CyberGuard review, and what governance evidence must exist before scale.

Use pilots after the decision path is clear

A pilot is useful when the business case, control requirements, and next deployment step are explicit. Otherwise it becomes another demo that does not convert.