Montline.

About · Technical Strength

AI Evaluation and Integration

Our detection capability is a system under development. We describe its architecture and our evaluation method; we do not publish accuracy figures for a capability that has not been validated in the customer's conditions.

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Overview

  • Architecture: capture on the platform, optional edge inference for time-critical steps, review and record-keeping in the customer's environment.
  • Models are adapted to the customer's own data, using a held-out evaluation set drawn from the same site conditions.
  • Evaluation is reported per class and per condition, with sample sizes, rather than as a single global score.
  • Human review is a designed part of the workflow, not a fallback.
  • Data handling follows the customer's regulatory framework; on-premise deployment is available where required.
No accuracy, detection rate or delivery date is published for this system. Any figure quoted to a client is produced from an evaluation run on that client's own data.

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