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Abstract gradient field

The maintenance layer that keeps supported analog and wave hardware accurate inside a hybrid digital system.

It checks the hardware before a run, maintains it during the run, holds safely outside the declared contract, and returns a signed record.

Connect the hardware readout, pass in the target response, and apply the returned configuration. Your application remains unchanged.

The lightweight client orchestrates your local measurement. Evaluation is hosted; paid deployments can run offline beside the hardware.

Configuration, measured response, target, and public contract declarations. Session vectors remain volatile and are not retained after the session.

High channel count, costly parallel reads, changing conditions, and hard physical deadlines.

Yes. Offline deployments remove the network hop.

Same plant. Same start. Same budget. Best incumbent.