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02 · DATA ENGINEERING

Connect every source into one foundation that speaks the same language

Your data lives in a dozen disconnected systems. We pipe it together, clean it, govern it, and structure it for AI — without ripping out the tools you already run.

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Every report tells a different story

When ERP, MES, and the shop floor don’t reconcile, every report tells a different story and every model is built on sand. The foundation is where most manufacturing AI quietly dies.

Everything the foundation needs

AI-ready data pipelines

Live pipelines from PLCs, SCADA, MES, ERP, and IoT into one trusted ecosystem.

System integration & migration

Connect existing systems without a forced rip-and-replace.

Data cleaning & enrichment

Kill duplicates, fix units, and enrich records so the numbers tie out.

Data warehousing & architecture

A modern warehouse on Azure or Snowflake, structured for analytics and AI.

Compliance-driven governance

Governance frameworks sized for the mid-market, built audit-ready.

Data quality frameworks

Ongoing checks that keep the foundation trustworthy.

Four stages to a trusted source of truth

Connect

Every source, piped together.

Clean & standardise

Duplicates killed, units fixed, records enriched.

Govern & secure

Frameworks built audit-ready and right-sized.

Structure

Warehouse shaped for BI and AI from day one.

Data your teams actually trust

  • One source of truth across every system.
  • Data your teams actually trust.
  • A foundation ready for BI and AI from day one.
PLCs SCADA MES ERP IoT Azure Snowflake

Build the foundation first

Let’s connect your data foundation — and turn it into decisions your floor can act on.

Or email hello@iontek.io