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What do AI agents for business do?
Agents connected to business software use approved tools or steps to perform a defined task. For example, an agent may find an authorized record and prepare a draft reply. AI Growth Systems requires a task owner and a checkable result before a custom build is scoped in the $300 audit.
When is a fixed workflow enough?
A known field and routing rule may already solve the task. Compare that option before adding a model that chooses its next step. If every request from one ZIP code goes to one team, a fixed rule is a clearer starting point. Keep the actual exception in the brief. Save the review date.
| Field | Record |
|---|---|
| 1 | URL or task |
| 2 | Question or trigger |
| 3 | Approved source |
| 4 | Observed result |
| 5 | Owner and date |
Which permissions should an agent receive?
Separate 3 access levels: read a record, prepare a draft and change a record. Give only the level required for the first task. The proposal must identify each permitted tool and field. A system that can draft a response does not automatically need permission to send or delete records. Save the review date.
Who decides when the source records disagree?
Name the approved source and its owner before the pilot. If two records give different prices, the agent should report the conflict or request review. It should not pick a price because one sentence sounds more confident. Keep the conflicting record IDs in the test log for the reviewer. Save the review date.
What should happen when a tool fails?
Define the stop condition and the staff alert before testing. A failed CRM update is not a completed task. Save the attempted action, error and record ID so the owner can investigate. Check that a retry does not create a duplicate request or repeat a message already sent. Save the review date.
| Case | Check |
|---|---|
| 1. Valid record | Saved and reviewed result |
| 2. Missing fact | Missing fact recorded without invention |
| 3. Conflict or failure | Named owner review |
What evidence should a pilot handoff include?
Keep the task brief, permission list, test cases and observed results in 4 named records. Identify the maintenance owner and access to the connected accounts. A handoff should show a completed task inside the receiving system, along with the failed cases that require staff review after launch.