Introducing AI agents? Start with a decision register for access and oversight
An agent differs by what it does, not just by what it answers
Stanford describes agentic AI as systems that can interpret goals, plan actions and use tools such as browsers, code or APIs. This makes the relevant design question concrete: does the agent remain limited to preparation and advice, or does it gain access to change something? Choose one boundary for each workflow: reading and summarising can take place within a limited dataset; sending, modifying or executing requires a designated control point. This is an editorial recommendation based on these described capabilities, not a statement that every agent carries the same risks.
Make access and oversight an explicit decision
In its concept project, NIST focuses on applying identity standards and best practices to software agents, with an emphasis on agentic AI applications. The passage also identifies risks arising from access to diverse datasets, tools and applications. Therefore, before deployment, document the identity the agent receives, the data and tools associated with it, and who will review the access again. For applications subject to the rules for high-risk AI, the European Commission states that deployers must monitor operation, act on identified risks or serious incidents, and assign human oversight within the organisation. These obligations do not automatically apply to every agent; classification and applicability must be determined separately.
The tool: a decision register for each agent workflow
Create one short record for each workflow containing: task objective, permitted data, permitted tools, action boundary, human supervisor, log location, and stop or recovery action. Only decide to expand permissions after the owner and supervisor have confirmed these fields. Record for each workflow: objective, permitted data, permitted tools, human supervisor, log location and stop action. This register makes the underlying conclusion testable: autonomy can only be expanded responsibly when access and oversight have been agreed for each specific action. The supplied passages describe definitions, an NIST concept project and EU obligations concerning high-risk AI; they do not provide a complete technical standard, legal classification or evidence that this register prevents incidents.
