Does it work in daily operations?
Photo, text and voice reports stay connected to the responsible person, due date, action and closure process under the same safety event.
One accountable flow from risk discovery to verified closure
Hazard report
Human review · owner · due date
Corrective action · evidence
Reassessment · approval · audit
What institutional buyers need to verify
Does AI preserve human authority?
AI assists classification, retrieval and organization. Final safety, legal, approval and closure decisions remain with authorized people.
Is the evidence auditable?
Before/after evidence, approval, residual-risk reassessment and reopen history are designed to remain traceable in the event lineage.
Can outcomes be measured?
Assignment time, remediation time, due-date performance, evidence completeness, reassessment and human approval are measured only when real samples and provenance exist.
Evidence maturity — capability is not the same as field proof
| Requirement | Publicly supportable maturity | Evidence rule |
|---|---|---|
| Hazard → action → evidence → reassessment closed loop | Implemented + automated tests | Verified closure language is blocked when required human approval or evidence is missing. |
| Tenant, role and audit controls | Implemented + automated tests | Customer-data boundaries and role permissions are tested separately. |
| Public SaaS operational assurance | Evidence / certification separated | No CSAP or other certification claim is published before an actual certificate exists. |
| Operational outcome KPIs | Published only with real samples | Synthetic or empty samples are never represented as customer performance. |
| Vision Edge | PILOT | No field-performance superiority claim before independent real-field ground-truth and FP/FN evidence. |
Standard 8–12 week validation
1. Baseline
Lock the pre-adoption measurement scope for hazards, actions, deadlines and evidence.
2. Commissioning
Configure sites, users, roles, workflow, privacy boundaries and accountability.
3. Live operation
Accumulate predefined KPIs from real field events, including response time, overdue work, evidence completeness and reassessment.
4. Evidence review
Package sample size, period, provenance, human authorization and evidence hashes so the institution can independently review the result.
Claim control
COREON does not guarantee zero accidents, legal immunity, regulator approval, certification, inspection success or competitive superiority without evidence. Comparative claims require implemented capability, automated tests, production verification, real-field data and quantitative proof.