Solutions
Built with Tessera Model Foundry. Deployed with Tessera Studio.
Each solution is built for your device and deployed on the microcontroller it ships with.
Deployed with industrial customers.
Industrial and machinery
Diagnostics and monitoring for rotating equipment and circuits.
Handheld machine diagnostics
Listens to pumps, motors, bearings and gearboxes and flags abnormal acoustic signatures on the spot.
Electrical anomaly probe
A handheld or clip-on that learns a circuit's normal voltage and current signature and flags drift, spikes and faults.
Condition-monitoring sensor nodes
Battery-powered retrofit sensors that classify vibration and sound locally and report only exceptions.
Construction and infrastructure
Sensing spread across structures, sites and heavy equipment.
Distributed anomaly-sensing mesh
Many low-cost nodes classify vibration, acoustics and vision, and agree before they alert.
Site safety sensing
Detects people near machinery at the edge, with no video streamed off site.
Aviation and transport
For the ground side: maintenance, test cells, ground support equipment, rail and fleet vehicles.
MRO inspection tools
Handheld acoustic and vibration checks for technicians on the hangar floor.
Ground support equipment and fleet health
Embedded monitoring that predicts service needs, with no network required.
Energy and utilities
Monitoring at sites with no power and no signal.
Grid-edge and substation monitoring
Listens for transformer hum and arcing, and flags voltage anomalies.
Pump, pipeline and water systems
Detects cavitation and leak acoustics at remote sites.
Toys and education
Toys that listen, read and talk, fully offline.
Intelligent, offline toys
Wake words and voice commands, with no microphone data leaving the toy.
Learning companions
Reads printed text, recognises handwritten numbers and holds simple conversations on the device.
Measuredascii95, mnist-lstm and book-lm.
Low-power mesh intelligence
Networks of small nodes that behave as one system.
Sensor swarms that share the work
Each node runs part of the graph, so the network is smarter than any single device.