Fire-protection field service runs on hours, callouts, inspections, paperwork, and compliance deadlines. The operational layer is where margin and safety both live.
Fire-protection field-service operations; public details remain intentionally general.
Administrative workflow automation and decision support. No compliance or certification decisions are delegated to AI.
Not public.
Not public
Not public
Client and site confidentiality; compliance decisions stay with certified people. AI assists administration and workflow; it never touches certification.
Ongoing. No public metric or safety outcome is claimed.
Most specifics cannot be published yet. Nothing here claims safety outcomes that have not been measured.
Document one anonymised workflow end-to-end and publish it as the first fire-protection case study.