Manufacturing & discrete operations
Unify PLC, MES, quality, and machine data across lines and plants. Give production AI a single namespace without shipping process data off the floor.
Where AnyLog fits
Distributed operations. One view of the data.
AnyLog is built for environments where moving raw telemetry to the cloud is too slow, too costly, or not permitted. Across plants, utilities, cities, turbines, vessels, and remote stations, it gives applications and AI one API to discover and query data where it is generated.
Industrial IoT
Scale sensor estates without a connector farm. Real-time access, ownership at the source, and cloud-like services on-prem.
Smart cities
Municipal water, traffic, power, and public-works systems that used to take months to integrate can be stood up in days — with data staying in the city.
Utilities
Substations, SCADA, and field crews generate more telemetry than WANs can haul. Query it at the source for outage response and planning.
Green energy
Solar farms, storage, and distributed generation stay queryable without a central lake. Operators see the fleet as one fabric.
Turbines & remote assets
Wind and remote generation sites are poor cloud citizens. Keep historian and vibration data on-site and still run unified analytics.
Remote weather stations
Sparse connectivity and far-flung sensors are a poor fit for a central lake. Keep observations on-site and still query the whole network as one fabric.
Boats & maritime fleets
Onboard AI and decentralized SQL across vessels — the AnotherTrail electric cruise fleet runs without a cloud round-trip.
Robotics & automation
Publish robot, PLC, and cell telemetry into one namespace. Vision and motion data stay on the line while AI sees the fleet as a single system.
Edge AI & federated learning
Models travel. Data stays. MCP, local inference, and federated workflows run against a live fabric instead of a stale lake.