Enterprise AI
Read article How should permissions work when AI agents access business systems?
A practical framework for least privilege, audit trails, and human approval when agents read or change business data.
TECHNOLOGY DECISION GUIDES
Practical guidance for enterprise AI governance, industrial data integration, and life science data operations.
A practical framework for least privilege, audit trails, and human approval when agents read or change business data.
Connectivity is only the first step. Validate point semantics, timestamps, quality flags, offline buffering, and change management.
Evaluate real specimen workflows, location accuracy, traceability, device integration, and governance before selecting a platform.