We map every data gap before writing a single line of code
AI and BI projects fail when the data underneath isn’t ready. We start by auditing your floor, your systems, and your silos — so you invest in the right fix, not a guess.
The problem we solve
Most AI pilots stall before they start
Most AI pilots stall because nobody mapped the data first. Disconnected ERP, MES, and QMS, dirty records, and undocumented tribal knowledge mean projects launch on unstable ground — and quietly fail months later, after the budget’s gone.
What’s included
Everything you need before you build
Factory floor & systems audit
We walk your PLCs, SCADA, MES, ERP, and IoT to see exactly what data exists and where it’s trapped.
Data Readiness Assessment
A clear verdict on what’s blocking AI and BI delivery today.
Data gap & opportunity mapping
Every gap, inefficiency, and quick win, prioritised by impact on margin.
Roadmap & business case
A phased plan with the ROI math, so you can move with confidence.
How it works
Four clear phases
Discover
Interviews and system walkthroughs across the floor.
Assess
Data quality, integration, and governance scored against AI-readiness.
Map
Gaps and opportunities ranked by impact.
Recommend
A costed, phased roadmap.
What you get
Clarity before commitment
- A single, honest picture of your entire data estate.
- A prioritised roadmap tied to margin, not buzzwords.
- Zero wasted spend on tools your data can’t yet support.
Tools & sources
Start with a clear picture
Let’s connect your data foundation — and turn it into decisions your floor can act on.
Or email hello@iontek.io