Prove value before capability expands.
MEASURED ADOPTION
Expansion is earned by evidence, not enthusiasm.
01Observe
Compare the capability to the source record and the workflow it would replace.
02Test
Run beside the existing process without changing what is sent, posted, or applied.
03Measure
Track time saved, corrections, missed risks, and review effort.
SAIOS governs the expansion of adoption and authority, not merely a calendar.
Alpha validation path
- Historical test
Compare prior work against the source record and actual communication used. - Shadow mode
Run beside the manual process without affecting external action. - Controlled daily use
Use it for real drafting while human review and manual action remain mandatory.
What we measure
- Time savedMeasured against the current manual workflow.
- Corrections neededCounted against the reviewed human version.
- Missed risksTracked from omissions found during review.
- Review burdenTime and effort required before approval.
- Action qualityMeasured against the approved outcome.
- Voluntary useContinued use without requiring adoption.
Sophistication is not evidence of usefulness.
Real problem or cool problem? If a capability does not solve an observed problem in the daily workflow, it does not enter Alpha 1.0.