AI initiative decision gate

Kill weak AI ideas before they hit the roadmap.

ValueG8 stress-tests an initiative across business value, workflow fit, evidence, data readiness, economics, deployment constraints, and governance before a team commits implementation capacity.

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Evidence types: Observed. Reported. Assumed.
Scoring: Deterministic. Inspectable.
Data: Local browser only.

Value

Is the business outcome measurable?

Workflow

Does AI actually improve the operating process?

Evidence

What is observed versus assumed?

Data

Can the system access trustworthy inputs and evaluate outputs?

Economics

Does modeled value survive implementation and operating cost?

Control

Can it be deployed, governed, audited, and reversed safely?

Ready to pilot

Owners, data, evidence, and controls are strong enough to staff a time-boxed pilot.

Learn first

The idea may matter, but a gap would make a build premature.

Do not prioritize

A hard constraint is present. Implementation capacity should go elsewhere.

ValueG8 does not ask whether AI could do something.

It asks whether this initiative has earned the right to consume resources. Evaluations stay in this browser unless you export them. There is no model API behind the score.