What is an AI ROI assessment?

It ranks AI workflows by payback logic, implementation effort, control needs, and evidence required before scale.

How is this different from a pilot?

The output is an executive decision pack and 90-day action plan, not another proof of concept without ownership, security, or governance decisions.

Aeon AI Risk Management

Aeon ranks workflows by payback logic, implementation effort, private AI fit, security exposure, and governance evidence before implementation.

What is an AI ROI assessment?: It ranks AI workflows by payback logic, implementation effort, control needs, and evidence required before scale.
How is this different from a pilot?: The output is an executive decision pack and 90-day action plan, not another proof of concept without ownership, security, or governance decisions.

Separate demos from workflows that can reduce cost, increase throughput, improve quality, or create measurable operating leverage.

ROI is incomplete if sensitive context leaks, security exposure widens, or governance evidence is missing.

The output tells leadership what to build first, what to avoid, and what controls are needed before scale.