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AI Data Processing

AI assistance stays subordinate to human review.

The Digital Lab Assistant can help draft, organize, and review documentation context. AI-assisted content remains provisional until a human operator reviews and accepts it into the official record.

What AI features do

AI can draft and organize documentation, but human review is required before AI-assisted content enters the official record.

  • Draft structured observations
  • Suggest missing context
  • Summarize session context
  • Organize attachments and evidence
  • Prepare review and export packages

What data may be processed

AI features may process the record context selected by the operator or workflow: notes, sample/material metadata, evidence descriptions, uploaded text, SDS or chemical context, and review instructions.

  • Experiment or notebook text
  • Sample/material context
  • Attachment descriptions or extracted text
  • Operator instructions
  • Review and export prompts

What is not sent by default

A page describing AI processing should not imply all files, instruments, or customer data are sent to a model by default. Model/provider options, retention, and no-training posture depend on configuration and contract terms.

  • No blanket claim that all providers are no-training
  • No unqualified regulated-workflow promise
  • No hidden approval of AI output
  • Admin controls and contracts decide final boundaries

Regulated workflow caution

Customer SOPs, validation, reviewer authority, and configuration determine whether AI-assisted workflows are appropriate for a regulated use case.