A role with explicit limits
An agent may retrieve information, classify a request, draft a response or trigger a permitted workflow. It should not receive unlimited access or broad authority simply because it can interpret natural language.
Automation / Agents
AI Agents for Business Workflows
A business AI agent can receive a defined task, work with approved information and authorized tools, produce an output and request review when the boundary of its responsibility is reached.
Workflow / controlledHuman-aware
01Trigger
02Interpret
03Review
04Action
Oversight is part of the architecture
Permissions, logs, review thresholds, failure handling and escalation paths make the agent understandable to the people responsible for the process. These controls are designed before autonomy is considered.
Give the agent a testable assignment
We define the information an agent may consult, the tools it may use and the output it should produce. An agent that drafts a response does not automatically receive permission to send it, change an account or make a purchase.
Test refusal and escalation as well as completion
Evaluation includes requests outside the agent's role, missing evidence and unsuccessful tool calls. A reliable handoff to a person is part of the expected behavior when the assignment cannot be completed within its limits.
Included thinking
Bounded tasks
Approved information
Authorized tools
Auditability
Human oversight
Escalation paths
Related services
Questions / Answers
Questions about ai agents for business
Can an AI agent make changes in all of our business systems?
Only the explicitly authorized tools and actions belong in its scope. Broader access is not assumed, and sensitive changes can require a separate approval step.
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