Your shop floor is already talking.
Is anyone listening?
simpliFactory is the integration layer between your machines, measurement instruments, and office systems. Capture every Mitutoyo reading, route it to the right field, validate against tolerance, and post to SPC and ERP — without an operator typing into a spreadsheet.
The instruments are digital. The integration is not.
The shop floor is full of devices that already produce digital output — calipers, micrometers, indicators, bore gauges, weighing scales, CNC controllers. The systems that need that data — SPC, ERP, MES, audit — already exist too. What's missing is the software layer between them.
Without it, an operator picks up a Mitutoyo caliper, reads the value, writes it on a Gemba sheet, then types it into a spreadsheet. Twenty times an hour. Three shifts a day. Hours later, a quality engineer transcribes the spreadsheet into the SPC system. By the time anyone looks at the control chart, the lot is finished.
Mitutoyo, Sylvac, Tesa solve their layer — getting the value to a USB receiver. Routing it to the right field, work order, and tolerance is somebody else's problem.
Generic ERP and MES platforms don't write custom drivers. The default answer is "import the spreadsheet at end of shift" — which is precisely the workflow that fails the audit.
Macros and one-off .NET forms break when an operator turns over, a firmware updates, or you add a station. Most shops are on their second or third in-house attempt this decade.
IATF 16949, ISO 9001, ISO 13485, AS9100 all demand measurement traceability with intact audit trails. Spreadsheet-based capture is increasingly flagged at surveillance audits.
Four layers, one delivery
From the cable on the bench to the dashboard in the boardroom. Each layer is independently useful and engineered to work together.
simpliInterface
Machine I/OThe connectivity layer. Speaks RS-232, USB, Ethernet, Modbus, OPC UA, and proprietary protocols across mixed-vendor shop floors — so existing machines, PLCs, and controllers can publish data without replacing them.
- Mixed-protocol bridging across legacy and modern equipment
- Edge buffering for intermittent network or wireless dropouts
- Eliminates manual transcription from machine to office
- Vendor-neutral — no rip-and-replace required
IMCS
Measurement layerThe Integrated Measurement Capture System. The application layer between Mitutoyo U-Wave (and serial-cable instruments) and the systems that consume their data — routing, validating, contextualising, and posting every reading without an operator typing.
- Field routing — diameter vs. length vs. bore position
- Tolerance validation with conditional non-conformance triggers
- Real-time SPC, X-bar/R, Cpk and bell-curve dashboards
- Audit packs for IATF 16949, ISO 13485, AS9100, ISO 9001
simpliSystem
Hardware · NetworkThe infrastructure layer. Panel PCs, edge servers, storage, barcode printers and scanners, plant Wi-Fi, and the network design that ties the cell to the plant to the office — specified, procured, installed, and tuned.
- Panel PCs and inspection-bench workstations
- Plant network and Wi-Fi engineered for U-Wave coverage
- Barcode printers and scanners for lot/work-order tagging
- On-premise, private cloud, or hybrid deployment
simpliOffice
ERP · Apps · MobileThe business layer. Custom ERP-adjacent applications, lot release and traceability flows, daily quality reports, OEM submission packs, and mobile dashboards for shift leads — all built on open-source frameworks to keep total cost of ownership down.
- Custom ERP modules and lot-release workflows
- Daily quality reports and OEM submission generation
- Android & iOS mobile dashboards for shift leads
- Open-source foundations — no per-seat licensing tax
Five levels of measurement integration
Most precision shops in the region sit between Level 1 and Level 2. simpliFactory takes you from Level 3 onward, and stays useful all the way to Level 5.
Manual transcription
Operator reads, writes on Gemba sheet, types into spreadsheet. 1–3% error rate. Quality engineer transcribes again hours later.
Direct cable + foot pedal
Single instrument wired into a single PC. Faster, but spreadsheet-bound and limited to one bench. Doesn't scale across stations.
Wireless + structured routing
U-Wave + IMCS. Each value lands in the correct field with operator and lot context. Real-time SPC. Defects caught in-process, not at end-of-shift.
Multi-instrument, multi-station
Operator authentication, lot tracking across cells, ERP-driven release decisions, NCR creation, full chain of custody from raw stock to ship.
Machine + measurement merged
CNC tool data, in-process probing, and post-process measurement on the same record. Closed-loop process correction. The simpliFactory destination.
From the bench to the boardroom
A five-layer model with explicit separation of concerns — so each layer is replaceable, auditable, and independently scalable.
Instruments
Calipers, micrometers, indicators, bore gauges, weighing scales, CNC controllers — the digital output sources you already own.
Acquisition
U-Wave wireless, SPC cables, RS-232 / USB serial, OPC UA / Modbus — whatever is available, picked up cleanly.
IMCS
Routing engine, tolerance validation, operator/lot/work-order context, conditional logic, non-conformance triggers.
Data & reporting
PostgreSQL / SQL Server / MongoDB. Real-time SPC, X-bar/R, Cpk, bell curve, CSV export, web dashboards, label printers.
Integration
ERP lot release, MES routing, NCR creation, IATF / AS9100 audit packs, OEM customer submissions.
What talks to what
Each layer is independently testable and independently replaceable. Nothing requires forklift change-out.
10–20 m · ~100 tx"]:::acq SER["RS-232 / USB / SPC cable"]:::acq OPC["OPC UA / Modbus"]:::acq end subgraph IMCS["IMCS application layer"] direction TB ROUTE["Field routing
diameter · length · bore"]:::imcs CTX["Lot · operator · WO context"]:::imcs TOL["Tolerance + NCR triggers"]:::imcs end subgraph DATA["Data & reporting"] direction TB DB[("PostgreSQL · SQL Server · MongoDB")]:::data SPC["Real-time SPC
X-bar / R · Cpk"]:::data LBL[Label printers]:::data end subgraph OFFICE["simpliOffice"] direction TB ERP[ERP / MES]:::office AUDIT["IATF · ISO · AS9100
audit packs"]:::office MOBILE[Android / iOS dashboards]:::office end CAL --> UW MIC --> UW SCALE --> SER CNC --> OPC UW --> ROUTE SER --> ROUTE OPC --> ROUTE ROUTE --> CTX --> TOL TOL --> DB DB --> SPC DB --> LBL DB --> ERP DB --> AUDIT DB --> MOBILE
Anchored on Mitutoyo. Open to the rest.
Mitutoyo dominates precision shops in Singapore, Thailand, and Japan — so U-Wave is the practical anchor. simpliFactory speaks to the rest of your bench too.
Mitutoyo + U-Wave
AnchorCalipers, micrometers, dial indicators, bore gauges. U-Wave wireless transmitters with USB receivers — 10–20 m range, around 100 transmitters per receiver in practice.
Sylvac, Tesa, Insize
Secondary precision brands common on the regional bench — wireless or SPC-cable. Same routing, same tolerance logic, same audit trail.
Weighing scales
Bench and floor scales over RS-232 or USB. Net weight capture against lot, work order, and tolerance band — straight to the database.
CNC & PLC
OPC UA, Modbus, and proprietary protocols on existing CNC controllers and PLCs — tool data, runtime, and in-process probe results.
Barcode & label
Barcode scanners for operator and lot binding. Industrial label printers for in-process and final-pack labels driven from the same record.
Mobile bench
Android and iOS for inspector check-in, deviation acknowledgement, photo evidence on NCR, and shift-lead approvals from the floor.
Where U-Wave stops, simpliFactory begins
U-Wave gets the value to the PC. Everything below — the part that actually changes how the shop runs — is what simpliFactory adds.
Field routing
Maps each reading to the correct measurement field — diameter, length, bore position, OD, ID, runout — by station, work order, and step number. No more "which column was that?"
Tolerance validation
Each value checked against engineering drawing tolerance the moment it lands. Conditional logic, warning bands, and immediate non-conformance triggers — defects caught in-process.
Real-time SPC
X-bar / R, Cpk, bell curve — calculated on the fly as each reading arrives. Control chart drift flagged before the lot finishes, not after.
Audit defensibility
Every reading carries operator, instrument, lot, work order, timestamp, and tolerance state. IATF 16949, ISO 9001, ISO 13485, and AS9100 audit packs generated from the database, not reconstructed from spreadsheets.
Multi-database
PostgreSQL, SQL Server, or MongoDB — pick the one your IT team already operates. simpliFactory adapts; you don't rebuild your data platform.
ERP integration
Lot-release decisions driven by measurement state. NCR creation auto-populated. CSV / REST out to existing SAP, Oracle, Infor, Dynamics — or simpliOffice modules if you don't have one yet.
Audit-defensible by construction.
Grant-eligible by design.
simpliFactory was shaped around the certifications and grant programmes that actually matter to precision manufacturers in Singapore and the region — not retrofitted to them.
- SIRI (Smart Industry Readiness Index) — measurement integration maps directly to the Vertical Integration dimension; moves shops from band 1 (paper) to band 2–3 (digital, connected).
- EDG (Enterprise Development Grant) — eligible under the Innovation and Productivity pillar; up to 50% co-funding for qualifying SMEs.
- IATF 16949, ISO 9001, ISO 13485, AS9100 — every reading carries the traceability spine these standards demand.
- Spreadsheet-based capture is increasingly flagged at surveillance audits. simpliFactory replaces it with a system the auditor can query.
Fixed price. Fixed deliverable. Go / no-go.
No open-ended consulting engagement. One station, sixty days, measurable outcomes — then a decision.
Inspection bench audit
Inventory the instruments. Map the data flow. Identify the highest-friction station — the one where capture errors or transcription lag are costing the most.
Working pilot at one station
Deploy U-Wave + IMCS at the chosen bench. Configure routing, tolerance, and operator binding. Train the team. Run live for at least three weeks under normal production load.
Quantified evaluation
Measure error rate before vs. after. Time per measurement. SPC visibility lag. Audit findings closed. The numbers go into a board-ready brief — not a marketing slide.
No open-ended engagements. No surprise scope.
Singapore buyers — and the OEMs they sell to — resist consulting projects with sliding deliverables. The pilot is sized to give you defensible numbers in two months and an honest go / no-go conversation at the end.
- Fixed price quoted up front
- One station, real production load, real operators
- Bangkok engineering team + on-site visits during install
- English documentation; remote support during ICT hours
- Honest go / no-go review at day 60 — including a no
Field reports, not brochure copy
The thinking behind simpliFactory — measurement integration, audit defensibility, and what actually breaks on the shop floor.
Your Calipers Are Already Talking — Is Anyone Listening?
A field guide to measurement data integration for Singapore precision manufacturers, medical device makers, aerospace component suppliers, and semiconductor back-end shops. Why U-Wave is the right anchor, what it doesn't deliver natively, and a 60-day pilot framework you can actually run.
simpliLink: AI-Native ERP Integration Middleware for the Modern Manufacturing Stack
The middleware that sits between shop-floor capture and the ERP. How simpliFactory data lands in SAP, Oracle, Infor, and Dynamics without bespoke point-to-point glue.
Building a Real-Time OEE Tracking System for Manufacturing Plants
Availability × performance × quality, calculated from machine state and measurement events as they happen. Architecture, instrumentation, and the trade-offs that decide whether OEE numbers are believable.
AI-Driven Legacy Modernization: ERP, SCADA, and On-Premise Systems
Most factories aren't greenfield. How to layer modern integration and machine intelligence onto a 15-year-old SCADA stack and an ERP nobody wants to touch — without forklift replacement.
Custom XLSX Reports & Automated Certifications for Manufacturing
Daily quality reports, OEM submission packs, and automated certification documents — generated from the database, formatted to the customer's template, signed off without manual rework.
How to Automate Industrial Processes with Python and PLC Data
The other half of the shop floor. Practical PLC-to-database patterns that complement instrument capture and feed the same SPC, traceability, and ERP layer.
Why ERP Projects Fail — and How to Make Yours Succeed
The same scope-creep, change-management, and integration potholes that wreck ERP rollouts also wreck shop-floor integration projects. What we've learned to avoid, and how the simpliFactory pilot model is shaped against them.
Building an ERP for Car Manufacturing: Django, Docker, PostgreSQL, DRF
A worked example of the simpliOffice approach — a custom ERP for an automotive parts manufacturer, built on open-source rails, with measurement and traceability folded into the core data model from day one.
Modernizing Legacy Software Without Breaking Everything
The strangler-fig playbook applied to factory systems — replacing a VBA-and-spreadsheet capture stack one station at a time, with no big-bang cutover and no production downtime.
Free 90-minute review for qualified manufacturers
If your shop is on its third spreadsheet-based capture system this decade, or your last IATF / AS9100 audit produced a finding around measurement data integrity, talk to us. We'll review your architecture, name the gap, and tell you whether a 60-day pilot makes sense.