Give agents a clear job. Keep the work in view.
Build reusable AI agents around selected knowledge, models and tools. Delegate work with visible progress, scoped access and configured review.
A shared brief. Distinct responsibilities.
Preparing a customer briefing can involve finding account context, checking business definitions and drafting the result. Give agents defined responsibilities around that job, rather than starting each conversation from scratch.
An assignment is not a permission grant.
Choose an agent’s instructions, models, knowledge and tools. At execution, the person running it must also have the necessary access. Delegation does not expand that authority.
Make the next run easier to trust.
Publish reusable agent revisions, follow run progress and configure supported approval paths. Review proposed corrections before accepting them for reuse as organizational knowledge—not model training.
Evaluate an agent on your actual task.
Bring one recurring assignment and the sources it needs. We can walk through its scope, model route, useful output and the points where your team should review or take over.
Try an account briefing with selected documents and a published business definition. Check the resulting claims against those sources, inspect the tools used and confirm the agent cannot use a resource outside the person’s access.