Industrial AI applications
Connected Assets & Equipment Intelligence
Connected-asset technology combines equipment telemetry, maintenance history, and operating context to support industrial decisions.
How it fits industrial operations
A connected asset can report its condition, location, utilization, and operating state. The value comes from combining those observations with service records and business workflows so that an alert leads to a practical action.
What to evaluate
For mixed fleets, examine asset identifiers, data coverage across manufacturers, access permissions, and how an insight reaches a technician or fleet manager. Distinguish a connected machine from a machine whose data is actually used.
Relevant AI methods
- Anomaly Detection — Flagging unusual behavior and early warning signals.
- Classification — Predicting categories such as healthy, warning, or failure.
Equipment in this field
- Ultra-Class Mining Haul Trucks — The largest rigid-frame trucks in surface mining, built to move hundreds of tons of ore or waste on every cycle.
- Wheel Loaders — Fast, versatile loading machines that scoop, carry, stockpile, and feed material across mines, quarries, plants, and jobsites.
Expert analysis
Recent signals and runners-up
Wednesday, September 30, 2026 · Runner-up
Momenta sets a thousand-vehicle test for robotaxi scale.
Momenta is targeting several thousand robotaxis by the end of 2027 after deploying more than 100 vehicles across three countries and expanding its test footprint.
Tuesday, September 29, 2026 · Runner-up
Fleet AI moves from demos into dispatch and maintenance.
Trimble released customer-ready AI for route planning, trailer orchestration, repair invoices and transport-management workflows across physical fleet operations.
Monday, September 28, 2026 · Daily Signal
Thirty-five autonomous sites become one operating platform.
ALVEST has combined EasyMile, TractEasy and TLD’s driverless activities into one business spanning more than 35 active airport and industrial sites.
Monday, September 28, 2026 · Runner-up
OT security guidance catches cloud-connected operations.
NIST’s draft fourth revision of its OT-security guide explicitly covers IIoT and cloud convergence while expanding asset-management, detection and zero-trust guidance.
Saturday, September 26, 2026 · Daily Signal
Kodiak names its first unsupervised freight lane.
Kodiak plans to begin unsupervised long-haul freight service on the 219-mile Dallas–Houston corridor by year-end after its launch vehicles repeatedly completed deliveries without human intervention.
Friday, September 25, 2026 · Daily Signal
Volvo’s autonomous haulers pass three million tonnes.
Volvo Autonomous Solutions says its Autona earth fleets have moved more than three million tonnes across European mining and quarrying sites, including a nine-truck operation in Norway.
Sunday, September 20, 2026 · Daily Signal
Nearly 20 Chinese mines now run 100-truck autonomous fleets.
Nearly 20 mines in China have reached fleets of at least 100 autonomous haul trucks. Industry data says cumulative shipments approached 8,500 by June, while separate official reporting counts more than 4,000 trucks in operation.
Thursday, September 17, 2026 · Runner-up
Digit’s next scale constraint is safe proximity.
Agility unveiled Digit 5, a humanoid redesigned for cooperatively safe work near people after its prior generation logged more than 65,000 hours across commercial sites. The new architecture adds independent safety control, repeated 50-pound lifting, nine-minute charging for a 90-minute run and integration with existing warehouse and manufacturing systems.
Tuesday, September 15, 2026 · Daily Signal
Texas tied data-center permits to water disclosure.
Texas Governor Greg Abbott directed the state water board to pursue data centers that fail to report water consumption, sources and conservation measures. Noncompliance can trigger enforcement referrals and make projects ineligible for environmental permits, while an earlier audit directive allows ERCOT to deny grid interconnection.