High-volume sensor streams from connected infrastructure — traffic systems, fleet telemetry, environmental monitors — encoded and transmitted as residuals. Raw data stays on-site. Insights reach the cloud exactly.
Connected infrastructure generates data continuously. Transmitting raw streams at scale is expensive, lossy compression loses precision, and on-device processing is limited. Teams are forced to trade fidelity against cost.
Approach
How Datasent enables this use case
Encode
Build a shared basis.
Sender and receiver agree on a model of the signal up front. Telemetry is encoded against this basis, capturing structure while stripping what can be predicted.
Transmit
Only the unpredictable moves
Raw sensor data stays on the device. Only the residual — what the model cannot predict — is transmitted. Bandwidth drops dramatically without losing fidelity.
Reconstruct
Exact signal recovery
The receiver regenerates the basis locally and reconstructs the exact original reading. No approximation, no loss.