Solutions
Manufacturing
Predictive maintenance and production analytics across plants and equipment types.
The problem we take
Unplanned downtime shows up in the ledger before it shows up in a model, especially across mixed equipment fleets.
SquareML ingests IoT and production data and flags failure risk early enough for planned work.

Manufacturing
What we ship
Predictive maintenance
Deployed across soap, pump, and mobile oil-rig manufacturers to cut unplanned downtime.
Quality and production
Surface process drift and quality risk without ripping out the existing stack.
IoT analytics
Rules, actions, and notifications on streaming plant data.
Proof
Predictive maintenance across verticals
Maintenance and production analytics for soap, pump, and mobile oil-rig manufacturers.
Unplanned downtime and maintenance cost reduced
Connects to
IoT, Historians, CMMS, Dynamics 365
Ready to put AI to work?
Book a discovery call. We will map the highest-value workflow and a path to production in weeks.