The iontek.io Academy

The Manufacturer's Guide
to Data & AI

Deep-dive pillars, practical tools, industry frameworks, and research — built for OT/IT teams and operations leaders building data-driven factories.

Six Pillars

Core knowledge areas

Each pillar is a structured authority guide built around real manufacturing data challenges — from raw sensor data to autonomous operations.

Assess, audit, and prepare your factory data before you build anything on top of it. The prerequisite for every AI and analytics project.

Integrate ERP, MES, SCADA, and shop-floor systems into clean, reliable pipelines. The foundation that makes every downstream system trustworthy.

Cloud, on-premise, or hybrid — architect and deploy the right stack for your plant, connecting around legacy equipment rather than replacing it.

Turn OEE, OTIF, and WIP data into dashboards and reports your production teams actually trust and act on — live, not end-of-shift summaries.

Predictive maintenance, quality inspection, demand forecasting — what actually works on a real plant floor, built on data that makes them reliable.

Keep models from drifting and your data foundation healthy as lines, products, and demand change. The difference between a pilot and a system.

Also in the Academy

Ready to Build

Book a discovery call with iontek.io's manufacturing data team. No pitch decks — a direct conversation about your plant's data reality.