Create a durable record instead of a sequence of disconnected screenshots.
Verify Presence preserves the prompt set, measurement context, evidence, approvals and result versions required for a comparable operating loop.
How the workflow works
The scope stays bounded from observation through remeasurement.
- Schedule bounded remeasurement.
- Preserve model and date context.
- Distinguish comparable prompts from new exploratory prompts.
- Retain unresolved questions and revoked access.
What the customer receives
Every output remains attributable to its source and period.
- Versioned measurement history
- Change and approval register
- Comparable result report
- Governance and retention record
Human-review boundary
Configured tools can support collection, comparison and drafting; controlled launch may use disclosed human assistance. Material facts, external publication and insufficiently evidenced changes remain human decisions.
- Confirm evidence before it informs diagnosis.
- Approve an exact version, not a moving draft.
- Revoke access or sharing when the authority ends.
Measurement limit
Model variability remains. Observed differences do not automatically establish causation.
- Small prompt sets are directional.
- AI answers can vary between runs.
- No ranking, recommendation or revenue guarantee.
What to know before you begin
What is fixed for comparison?
The prompt wording, target scope, measurement date, provider/model context and classification method are recorded. Material scope changes create a new version.
How is routine work delivered?
Configured tools can support scheduled collection, evidence matching, drafting and comparable remeasurement within configured permissions. Controlled launch may use disclosed human assistance, and sensitive changes retain human approval.
Does a better result prove the intervention caused it?
No. A measured difference is recorded with its limitations and does not automatically establish causation.