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Security and development approach

Akratos is in development. The approach starts with separating the QC implementation from production code.

Separate inputs

The intended workflow uses the study’s analysis plan, specifications and input data to generate a separate QC implementation. Production outputs would enter at comparison. How that separation is enforced still needs to be verified.

Reviewable findings

Findings would return to the client’s team for investigation and approval under its own procedures. Traceable run records are planned; their completeness and controls have not been validated.

Data handling

Deployment, model-provider terms and retention arrangements are still being defined. Excluding client data from model training is an objective, not a confirmed commitment. No certification or regulatory acceptance is claimed.

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