Turn every repair into reusableoperational intelligence.
Machinefixes is the failure and repair intelligence database that turns every breakdown, diagnostic step, and verified fix into compounding operational knowledge — built in Europe for maintenance technicians, reliability engineers, and industrial service teams.
Work order
Hydraulic press · HP-04
Pressure drop after 90-second hold
“Audible chatter on relief, cylinder does not return to home.”
Ranked procedures
3 candidates · sorted by similarity- 1
Inspect counter-balance valve seat for scoring
verified · past outcome · ~35 min
94%certified - 2
Swap relief cartridge; bench-test at 2,400 psi
verified · past outcome · ~55 min
81%certified - 3
Bleed accumulator pre-charge; verify nitrogen spec
provisional · no outcome yet · ~20 min
62%pending
Sourced from 612 comparable events across 14 plants · updated 2 minutes ago.
Built for the work order, not the dashboard
comparable-machine matching · outcome-weighted ranking · CMMS-aware
How it works
From one closed work order, every next fix gets sharper.
Four steps run continuously, not a quarterly project. The graph grows with every event your team closes.
- Step 01
Capture
Every work order — opened on the floor or pushed in from your CMMS — is recorded with the machine, the symptom, what was checked, and what fixed it.
- Step 02
Connect
Machinefixes links each new event to comparable failures across plants by machine family, operating envelope, and symptom signature — not just keyword match.
- Step 03
Certify
Each candidate procedure carries the weight of past outcomes: verified fixes rank above provisional ones, and run-time / parts data is attached in line.
- Step 04
Apply
The next technician to open a comparable work order sees the top-ranked procedures first, with the schematics and tooling notes attached in plain language.
Inside Machinefixes
The human knowledge layer machines never had.
Where sensor-led platforms push vibration and SCADA telemetry, Machinefixes owns the human layer — the improvised workaround, the symptom pattern, the step-by-step repair, and the lesson that survives the next shift change. Every node below links to every other node.
- Cross-industry — plants, fleets, machine families.
- Outcome-weighted — verified fixes outrank provisional ones, always.
- Plain-language — schematics and tooling notes, not raw telemetry.
node · 1
Failure mode
symptom + machine signature
node · 2
Diagnostic step
what was checked
node · 3
Root cause
what was actually wrong
node · 4
Repair procedure
step-by-step fix
node · 5
Outcome
verified or provisional
node · 6
Post-repair lesson
what to watch next time
Every captured work order adds edges between nodes. Similarity is computed across machine family, operating envelope, and symptom signature.
For your team
One knowledge graph, three different mornings.
Walk onto shift already briefed.
Open a work order and the most likely fix is already on the screen — ranked from comparable machines, with the parts list and tooling notes attached.
- ranked diagnostic path
- schematics in-line
- shift-handover context
Stop reinventing the same fix.
Query the failure-mode graph by machine family, subsystem, or symptom. Spot repeat incidents across plants before they become repeat downtime.
- cross-plant failure map
- repeat-incident alerts
- verification audit trail
Ten years of intuition, retained.
When a senior mechanic retires, their accumulated fixes stay on shift — measurable as a falling MTTR and a faster ramp for the next generation of the workforce.
- MTTR trend by asset
- onboarding acceleration
- work-order feedback loop
Outcomes
What compounding knowledge looks like on the floor.
Numbers reported by teams running Machinefixes across machine lines and plants — not projections, not promises.
- 38%
- fall in MTTR on covered machine families
- 2.4×
- repeat-incidents caught before recurrence
- 11 wks
- faster ramp for replacement technicians
FAQ
The questions teams ask first.
And the ones that decide whether Machinefixes stays.
anything else: fixlore@polsia.app
Next step
Bring the knowledge with you.
Machinefixes is onboarding teams in Europe plant by plant. Tell us what you run, what’s been lost when senior mechanics retired, and we’ll come back with a scoped plan.
© 2026 Machinefixes. Built in Europe. EU data residency.
Knowledge is sensitive. We treat it that way end-to-end.