Each walkthrough shows exactly which Forge products activate, in sequence, and what the outcome is — compared to the same scenario without Forge.
Spindle load sensor on VMC-01 exceeds threshold during a production run.
With Forge
ForgeMachine
Sensor breach logged. Subsystem identified from PLC I/O map: spindle drive assembly, axis Z.
ForgeOps
Fault correlated against history. First occurrence. Classified as non-recurring. Corrective WO dispatched automatically.
ForgeMaint
Work order created with machine ID, subsystem, sensor readings, and fault timestamp pre-filled. Assigned to available technician.
ForgeSchematics
Electrical schematic for spindle drive assembly attached to WO. Technician sees the wiring diagram on their iPad before they touch the machine.
ForgeProcure
Parts check: spindle load cell is above reorder threshold. No PO raised — part available in stores.
ForgeMaint
Technician completes repair. Post-repair sensor readings captured. Machine returned to production with verified data, not a signature.
ForgeMachine
Fault record closed. Component history updated. Machine health score recalculated.
With Forge
Machine down for 47 minutes. No manual intervention required to open the work order, locate the schematic, or check parts. Total elapsed from sensor breach to WO: 8 seconds.
Without Forge
Operator calls supervisor. Supervisor logs into CMMS. Technician searches shared drive for schematic (version unknown). Calls stores. Machine sits 2–4 hours.
A recurring fault on the same subsystem — bearing failure on Press Line 4, three times in 14 days.
With Forge
ForgeMachine
Third bearing failure recorded on Press Line 4, main cam follower, in 14 days.
ForgeOps
Recurring fault threshold exceeded. Classifies as chronic failure. Dispatches corrective WO and simultaneously creates engineering brief.
ForgeMaint
WO created with full fault history: three occurrences, MTBF 4.7 days, sensor readings at each failure. Technician dispatched.
ForgeProcure
Replacement bearing below reorder threshold. Draft PO raised against approved vendor — bearing on order before technician starts the repair.
ForgeCAD
Engineering brief opened: machine ID, subsystem, fault history, deviation measurements, failure mode. Engineer opens a pre-loaded design context — not a blank file.
ForgeKnowledge
Engineer queries: 'What changed on Press Line 4 in the last 60 days?' ForgeKnowledge returns: lubrication PM interval extended 3 weeks ago.
ForgeCAD
Engineer redesigns mount with integrated lube port. New revision released. ForgeMachine updates maintenance procedure automatically.
With Forge
Root cause identified and addressed in 3 days. Same fault has not recurred. Previous pattern: repair → recur → repair → recur indefinitely.
Without Forge
Three WOs raised manually over 14 days. No pattern detection. No engineering notification. Root cause never addressed. Fault recurs until bearing damages the cam.
The same fault code on the same machine, raised by three different technicians over six weeks — each time treated as a one-off.
With Forge
ForgeMaint
Fourth WO for fault code E-4421 on Lathe CNC-07. ForgeMaint flags it as recurring — configurable window is 45 days.
ForgeOps
Recurring classification triggers engineering brief in ForgeCAD and a technician performance review flag.
ForgeKnowledge
Query: 'What repair was performed on each E-4421 WO for CNC-07?' Returns: three different repair approaches by three technicians. None resolved the root cause.
ForgeMaint
Workforce intelligence flag: three different technicians, three different diagnoses, zero first-time fixes. Training gap identified on fault category: hydraulic pressure faults.
ForgeCAD
Engineering brief includes all four WO histories, sensor readings at each failure, and the three repair approaches that didn't work.
ForgeCAD
Root cause identified: hydraulic accumulator pre-charge pressure drifts outside spec under thermal cycling. Design fix issued.
ForgeMaint
Training record updated for hydraulic pressure fault category. Technicians notified of new diagnosis procedure.
With Forge
Pattern identified on the fourth occurrence. Root cause resolved at the design level. Training gap closed before it caused further repeat failures on other machines.
Without Forge
Four separate WOs, each treated independently. No cross-WO analysis. No engineering involvement. Fault recurs. Machine availability degrades. Nobody knows why.
Machine returned to production after a repair — sensor data says the fault wasn't actually fixed.
With Forge
ForgeMaint
Technician closes WO and initiates repair verification step. Post-repair sensor readings captured.
ForgeMaint
Verification step fails: spindle load reading is 12% above nominal — outside the acceptable band for this machine. WO cannot be closed.
ForgeOps
Machine status: not cleared for production. Supervisor notified. Job rescheduled automatically to next available machine.
ForgeMaint
WO reopened. Technician returns. ForgeKnowledge surfaces: same verification failure occurred once before on this machine — the previous technician found a secondary worn bearing behind the primary.
ForgeMaint
Secondary bearing replaced. Verification step repeated. Post-repair readings within nominal band. WO closed with complete sensor evidence.
ForgeMachine
Machine health score updated. Full repair history — both repair attempts and both verification readings — logged against the component.
With Forge
Failed repair caught before the machine re-entered production. Defective part not used on a customer job. Secondary fault identified using knowledge from a previous similar case.
Without Forge
Technician signs off the WO. Machine returns to production. Fault recurs mid-run. Customer job scrapped. Root cause still not identified.
A ForgeCAD design revision changes a critical dimension on a part machined on three different machines.
With Forge
ForgeCAD
Engineer releases revision B of Part #HX-4821. Critical bore diameter changed from 42.0mm to 42.5mm. Tolerance tightened from h6 to h5.
ForgeHub
Design change event published. All downstream subscribers notified simultaneously.
ForgeMachine
Three machines are scheduled to run HX-4821 jobs. NC programs for all three flagged as stale. Tool offset recalculation required before next run.
ForgeMaint
PM procedure for bore inspection updated automatically to reflect new tolerance. Technicians see the new inspection criteria next time they open a related WO.
ForgeProcure
BOM updated. Material lot requirements rechecked against the new dimension. One pending PO flagged for review — bar stock diameter may be insufficient for the tighter bore.
ForgeCompliance
Change record created automatically. Revision A archived with full history. Revision B active. AS9100 change control requirements met without manual documentation.
ForgeKnowledge
Design change logged with rationale, engineer, and timestamp. Any future query about HX-4821 returns the full change history with reasons.
With Forge
Three machine job queues updated before the next run. One material PO flagged for review. Compliance record created automatically. Total manual work: zero.
Without Forge
Engineer emails the floor. Someone updates one of the three machines. The other two run the old program. Customer receives parts to the old tolerance. NCR raised. Root cause traced to an email nobody forwarded.
Every scenario above runs from the first machine event. Under 15 minutes to connect Forge to your floor.