From blind spots to full visibility in weeks
A practical path to manufacturing intelligence, without heavy IT projects or long deployment cycles.
Four steps to operational clarity
Model Your Production Line
Describe your line in plain language: workstations, equipment, flow. Our AI builds a digital map and shows expected KPIs before you install anything.

AI Recommends Your Strategy
Our Multi-Agent Analysis reviews your production model and goals. It recommends specific sensors for each workstation and prioritizes based on impact.

Deploy Sensors
Install non-intrusive sensors yourself using our guided setup. No electricians, no PLC modifications, no production downtime. Most sensors are clip-on or magnetic mount.

See Your Production Live
Your digital twin comes alive. Real-time status of every machine, automatic OEE calculation, energy monitoring, and production flow tracking, all in one view.

Turn visibility into action

Observability & Monitoring
Dashboards that build themselves
Add a sensor and dashboards update instantly. Ask for any metric by text or voice: the AI generates live dashboards on the fly from real sensor data, fully context-aware.
See observability & monitoring workflow
Anomaly Investigation
From alert to root cause in minutes
Trace any order's complete journey. Rewind to any moment. Let AI pinpoint the 'why' across machine, method, and environment factors.
See anomaly investigation workflow
Flow Optimization
Maximize throughput, minimize waste
Connect with your ERP/MES, optimize scheduling in real-time with constraint-based planning, and track OEE automatically.
See flow optimization workflowNon-intrusive by design
Our sensors attach externally. No wiring into machines, no PLC modifications, no production downtime to install.
Works with your existing systems


See it in action
Watch how a user responds to an alert, travels back in time to investigate, and gets an AI-generated root cause analysis, in under a minute
