Proof
Proof before platform breadth.
This page shows the structure of a real factory review: secure intake, guided kickoff, first action plan, and measurable change. Company identifiers are intentionally removed.
Methodology and Anonymization
Context
This proof comes from an anonymized guided kickoff with a manufacturing operator. The engagement focused on turning existing maintenance history into a practical first action plan, not claiming a full autonomous factory rollout.
Data source
The review used maintenance event history exported from the operator existing logs. The useful fields were work-order or fault identifiers, activity names, timestamps, machine or asset labels, and resolution-path notes where available.
Time window
Baseline maintenance patterns were reviewed first. The measured change shown here reflects a six-week follow-up window after the recommended assignment and repeat-failure actions were introduced.
What was deployed
Flarehex delivered a guided review workflow: data normalization, repeat-failure analysis, downtime-impact review, technician and machine pattern comparison, and an execution-ready action plan. Sensor deployment, ERP integration, and autonomous optimization were not part of this proof.
What was measured
The review measured repair-time change, repeat-failure frequency, and estimated downtime recovered. Public metrics are intentionally rounded and anonymized so the operating site cannot be identified.
Anonymization
Company name, site location, machine names, technician names, customer identifiers, raw logs, and proprietary process details were removed. Public examples use neutral labels such as Machine 3 and Technician A.
Output Snapshot
Example output excerpt from the first guided review package:
Top downtime contributor: Machine 3 bearing path
Observed avg repair time: 6.2h
Best technician median: 3.1h
Recommended assignment change: Tech A on bearing faults
Estimated monthly recovered time: +18 hours
Measured Change (6 weeks)
Bearing-fault repair median
Before: 6.2h
After: 3.9h
Repeat bearing failures / month
Before: 11
After: 6
Estimated monthly downtime recovered
Before: -
After: +18h
What you can request today
- An anonymized walkthrough of one complete review package.
- A secure intake checklist for maintenance and production exports.
- A scoped pilot or expansion plan with success metrics agreed before kickoff.