How it works

Test runtime governance on a real workflow before you scale it.

A useful pilot starts with one live workflow and one concrete control problem. The goal is to determine whether that workflow can be brought under clearer control with a narrow scope, reviewable decisions, and useful outputs.

Why it matters

Decision failure at runtime is usually the base problem.

Failure mode pyramid showing decision failure at runtime as the base for sovereignty, jurisdiction, accountability, amplification, authority boundary, consent, and readiness failures.

The pilot does not need to solve the whole pyramid. It needs to identify where your target workflow is failing now and whether that problem can be reduced by a narrow, practical control approach.

Good fit

What makes a good pilot candidate

A good candidate is a live or near-live AI workflow where the buyer can point to a specific control gap: decision authority, data boundary, policy binding, or weak accountability after the fact.

How GEN-FIT helps

How SFCL and GEN-FIT fit the pilot

SFCL defines the runtime discipline. GEN-FIT expresses that discipline in a reviewable form that can be mapped and tested in a narrower pilot.

What this answers

What the pilot is meant to answer

The immediate question is whether one workflow can be made governable enough to justify a broader control path, not whether every governance issue in the organization can be solved at once.

What you get

What the buyer should expect back

  • A clearer definition of the key decisions in the chosen workflow
  • A reviewable expression of the control problem
  • A usable record for review, audit, or procurement discussion
  • A recommendation on next scope if the pilot proves useful
Who this helps

Who this tends to help most

The buyers who usually move on this already feel the cost of inconsistency and drift. They are accountable to governance, audit, privacy, or deployment decisions and need a narrower path than a full governance program.

Next step

If one workflow is already bothering you, start there.

A short note about the workflow, the problem you are seeing, and the decision in front of you is enough to decide whether the pilot should be scoped.