Data Engineering & Integration

One clean source of truth for the whole factory.

Most plants have data scattered across machines, spreadsheets and business systems. We connect it into one validated data layer so every department works from the same numbers.

Capabilities

What's included.

Data Hub API

One secure REST endpoint for machines, MES, WMS and ERP, with validation and safe retries.

Excel & CSV import

Bring years of history in with guided templates. Errors are caught before they reach your reports.

ERP integration

Two-way integration with your ERP, delivered without stopping production.

Unstructured data

AI pipelines that turn documents, reports and records into structured, searchable data.

Per-system API tokens

Every connected system gets its own revocable token, so access is always under your control.

Backups & resilience

Nightly backups, monitoring and a hardened server, so your data is always there when you need it.

Results

What it delivers.

Figures from DMIS, our pilot programme targets and delivered client projects.

Typical use cases

  • Linking production data to ERP orders and costs
  • Consolidating several plants into one reporting layer
  • Digitising paper records and legacy spreadsheets
  • Feeding clean data into AI models and dashboards
60%faster data retrieval on a multi-source engineering data platform
4→1systems unified for a recent business client
0hours of downtime during ERP integration
FAQ

Common questions

Which ERP systems can you connect?

Any system with an API, database export or file export. We have integrated commercial and custom ERPs, and we design each integration so production never stops.

Can we keep using Excel?

Yes. Many teams keep their familiar templates and upload them. DMIS validates the data and turns it into live analytics.

Pilot programme

Put your real plant data through DMIS.

We're onboarding Malaysian manufacturers for three-month pilots. Bring your batch records and we'll show you where the ringgit is going.

+10%OEE target
−10%Changeover waste
−15%Quality deviation