Know what happened on your line, why it happened, and what to do next.
DMI is an industrial AI platform that unifies data from your equipment, plant systems and technical documents into one intelligence layer. It runs inside your plant, alongside the systems you already have.
Manufacturers have plenty of data. Getting answers from it is slow.
The information needed to explain a quality issue or an unplanned stop usually exists. It's spread across systems that don't connect, so investigations take days of manual work.
Fragmented systems
Process data, batch context, quality records, maintenance history and documents each sit in a different system with different names.
Slow root-cause analysis
Engineers spend hours pulling exports and building spreadsheets, and the problem often recurs before the investigation is finished.
Reacting to noise
Trends show that a value moved, not whether the process changed. Teams end up adjusting stable processes and missing real signals.
Tribal knowledge
Troubleshooting know-how lives in manuals nobody can find and in the heads of experienced staff who are approaching retirement.
Cloud constraints
Sending every tag to the cloud is costly and slow, and it's often prohibited by IP, regulatory or security requirements.
Rip-and-replace fatigue
New platforms often require replacing systems that work fine. Plants need intelligence on top of what they already run.
One intelligence layer across your whole operation
DMI connects to your existing systems, builds a process-aware model of your plant, and applies statistics and AI on top of it. Your data stays in the plant.
- Works with what you have: MES, QMS, LIMS, CMMS, ERP, historians, SCADA, PLCs, OPC UA and MQTT.
- Process-aware: a single ISA-95-aligned map of your plant lets analysis follow cause and effect upstream and downstream.
- Plant-local AI: core intelligence runs on site, so it keeps working without Internet access and your data stays under your control.
- Human in the loop: DMI shows its evidence and recommends actions. Your engineers make the decisions.
Connect
Discover equipment, tags and systems across sites without moving the data.
Contextualize
Build a unified namespace and process graph of your operation.
Analyze
Run SPC, root-cause analysis, OEE and anomaly detection along the process.
Act
Ask questions in plain language and get evidence-backed recommendations.
From process discovery to approved action
DMI doesn't just automate predefined workflows. It understands manufacturing conditions, investigates problems, recommends responses and orchestrates the actions your team approves.
Built for batch, continuous and discrete manufacturing
DMI's process catalog covers dozens of manufacturing process types, from bioreactors to body shops.
Insights for manufacturing leaders
See DMI on your process
Book a 30-minute walkthrough tailored to your plant and your systems.