COMPLIANCE FAQ
The agents read your records, find the exceptions and show their reasoning. The decisions stay with your people.
FAQ
Does this replace our quality management system?
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No. It reads the quality system and the rest of the landscape and correlates them. Your systems of record do not change.
How can an AI system be validated?
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The rules that decide are deterministic, versioned and testable. The model retrieves and explains. The audit trail is append-only.
Who is accountable if something is missed?
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Your reviewer, exactly as today. The system shortens the queue and shows its reasoning for every finding.
What if our data is messy?
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That is the normal starting point. Extractions carry a confidence score, and anything below the threshold goes to a person.
We cannot give system access yet.
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Start with a spreadsheet export. No integration is needed to see the workspace running on your own data.
Can it run inside our own environment?
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Yes. Decide this before the build, not after.
What does it cost?
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It depends on your sources, volumes and hosting. We discuss it with your numbers in a working session.
Release, certify or disposition a batch
Close a deviation, investigation or CAPA
File anything with an authority
Write to your systems outside the transitions you approve
Send a message without a named person's approval
Contact a regulatory authority or a customer
Promote itself to a higher autonomy level
Make you compliant. Compliance decisions and accountability stay with you.
Send an export for one batch or lot and see the workspace run on your own data.
