THE PROBLEM
Factories are full of data.
None of it talks.

Live Feed
The infrastructure exists
Most factories have invested heavily in cameras, sensors, ERPs, and machines. The hardware is there. The data is being generated.
- —CCTV systems record everything but analyze nothing
- —ERPs store transactions but can't see the floor
- —Machines run independently without coordination
- —Sensors collect data that lives in silos
But nothing is connected
The result: plant heads rely on instinct. Decisions are made without context. Problems are discovered after they've already caused damage.
- —Visibility is partial and fragmented
- —Compliance is reactive, not proactive
- —Safety incidents happen before they're prevented
- —Money is lost to inefficiencies no one can quantify

Data without meaning
Every sensor, every camera, every machine generates data. But without an intelligence layer to connect and interpret it, that data remains noise.
The value isn't in having more data. It's in having answers.
The missing layer
Factories have point solutions. What they lack is an intelligence layer that connects everything and turns raw data into operational understanding.
"We have cameras everywhere. We have an ERP. We have sensors on critical machines. But when something goes wrong, I still have to walk the floor and ask people what happened."
— Plant Manager, Automotive Components MSME