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How does the system provide traceability and support human decision-making?

DeepVA ensures transparency and user control through decision traceability, process logging, and by adhering to the human-in-the-loop principle.

Measures to Ensure Transparency and User-Friendliness

  • Traceability of AI Decisions:
    AI decisions can be traced back to the underlying training data—for example, identifying the specific sample that led to a recognition result.

  • Logging of Internal Processes:
    All internal processes and workflows are consistently logged to ensure transparency, auditability, and easy traceability.

  • Human-in-the-Loop Principle:
    Our AI systems are designed so that the final decision always rests with a human. The AI never operates fully autonomously but assists in the decision-making process.