Customer Stories

How Manufacturers Use ForgeOS

From steel mills to precision machine builders to high-volume appliance lines—ForgeOS adapts to your operation, not the other way around.

Steel ManufacturingMES Flexibility / Custom Development

They bought during the demo.

During a 30-minute demo, we asked a steel manufacturer what they wished their MES could do. They described a custom operator entry screen for tracking heat treatment batches—something their current vendor had quoted at 6 months and $180K. We built it. Live. In 15 minutes. Then they asked about a production report they'd been requesting for two years. We built that too. They purchased ForgeOS before the call ended.

What They Got:

Custom operator screensBuilt in minutes, not months
Production reportsCreated on-demand, no development backlog
Process trackingConfigured to their workflow, not a template
DeploymentWeeks, not the 18 months quoted elsewhere

15 min

Feature build time

$0

Development cost

Same day

Purchase decision

"Our vendor quoted 6 months and $200K. You did it in 30 minutes. What else can it do?"

See the 15-minute demo
Automotive Tier 1 SupplierIATF 16949 Compliance / Quality Documentation

Quality screens in 22 minutes. Compliance confidence in weeks.

Automotive Tier 1 suppliers live and die by compliance. IATF 16949 audits. PPAP documentation. Defect tracking that can trace a problem back to its source in minutes, not days. But when every quality screen requires a 4-month project and $180K budget, you make do with spreadsheets and workarounds. Until the auditor arrives.

ForgeOS Changes the Math:

Quality inspection screensBuilt during the demo, not after months of requirements gathering
PPAP documentationAuto-generated from production data already in the system
Defect trackingReal-time dashboards created same-day, not same-quarter
Audit trailBuilt-in, not bolted-on

22 min

Quality screen build time

100%

Audit-ready documentation

4 months

Saved vs. quoted time

"Our MES vendor quoted 4 months and $180K for custom quality screens. ForgeOS built them during the demo."

See quality tracking in action
Heavy Equipment / Machine BuilderAs-Built Tracking / MRO & Field Returns

Every unit is different. Finally, an MES that gets that.

Building $500K CNC machining centers isn't like assembly line manufacturing. Every unit has engineering changes mid-build. Serial-tracked components get swapped during test. And when a spindle comes back for rebuild 3 years later, you need to know exactly what's in it—not what the BOM said should be in it. Standard MES platforms are designed for repetitive manufacturing. Every deviation requires a workaround. Every field return becomes a spreadsheet nightmare.

ForgeOS Pattern MES:

As-Built TrackingCaptures what actually went into each unit, not just what was planned. Deviations documented at point of occurrence.
Component GenealogyFull forward/backward traceability. "Which units contain bearings from lot 2847?" answered in seconds.
MRO & DisassemblyWhen units return for service, ForgeOS tracks teardown, inspection, rebuild, and retest—maintaining complete history.
BOM Deviation ManagementEngineering changes and substitutions tracked without breaking production flow.

3 days → 4h

Field return processing

100%

As-built accuracy

6 weeks

Deployment vs. 14 mo. quoted

"We build 200 machines a year, each one different. Every MES vendor told us we were 'too custom.' ForgeOS just asked us to describe our process."

See as-built tracking demo
Home Appliance ManufacturingHigh-Mix Production / Model Changeovers

15 models per shift. One MES that keeps up.

Modern appliance manufacturing runs dozens of SKUs down the same line. A refrigerator line might switch between 15 models per shift—different components, different torque specs, different quality checks. Traditional MES requires weeks of configuration for each new model. Work instructions live in binders that are always outdated. Quality data exists but takes days to analyze. By the time you've got the reports, the problem has already shipped.

ForgeOS for High-Mix:

Dynamic Work InstructionsGenerated from engineering data, delivered to operator stations automatically on model changeover. Updates in minutes, not weeks.
Production Dashboards"Show me first-pass yield by model, by shift, for the past 30 days" becomes a live dashboard in 15 minutes.
Quality Gate IntegrationPass/fail decisions at each station with automatic defect categorization and Pareto analysis.
Multi-Plant VisibilitySame screens, same data structure across facilities. No more "that plant does it differently."

2 days → 3h

New model setup time

15 min

Work instr. updates (was 2 wks)

$0

Custom report cost (was $40K)

"We used to pay our MES vendor $40K every time we needed a new report. Now our engineers build them during their morning coffee."

See high-mix production demo

Ready to see ForgeOS handle YOUR operation?

Every manufacturer thinks they're too custom, too complex, too different. Show us your hardest problem.

Background & Experience: Our team has deployed industrial technology at manufacturers including Bühler, B/S/H Home Appliances, and aerospace OEMs. We've seen what works—and what doesn't—across shop floors worldwide.