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AI agents & assistants

Custom task-executing agents

Build bounded agents that can take agreed actions across tools, with permissions, approvals and recoverable failure handling.

Discuss your task-executing agent
A possible approach

Let an agent help move a task forward.

  1. Specify the task boundary

    Define goals, permitted actions, approval gates and stop conditions.

  2. Connect tools safely

    Implement scoped access, input checks and recoverable operations.

  3. Exercise the failure paths

    Test ambiguous requests, denied access, duplicate actions and human intervention.

Explore each step. The approach is shaped around your tools, people and review needs.

See how it could work

The work behind the idea

Let an agent help move a task forward.

Some work needs more than an answer: it involves looking up information and taking several actions across tools. A custom agent can support those tasks when its permissions, approval points and failure behaviour are deliberately bounded.

Possibility 01

Prepare a project record from an approved brief and ask before creating tasks.

Possibility 02

Gather order information and draft an exception-resolution plan for a person to approve.

Illustrative use cases, ready to adapt to your business. These are not claims of completed client work.

From question to a workable approach

How this could
come together.

  1. 01

    Specify the task boundary: define goals, permitted actions, approval gates and stop conditions.

  2. 02

    Connect tools safely: implement scoped access, input checks and recoverable operations.

  3. 03

    Exercise the failure paths: test ambiguous requests, denied access, duplicate actions and human intervention.

Define it together

A useful scope.
A clear starting point.

Available to discuss and scope. The right approach depends on your systems, information, people and the decisions you want to support.

What we can scope

  • Specify permitted actions, approval gates and stop conditions.
  • Integrate tools and test representative tasks and failure scenarios.

What helps us get started

  • A well-defined task and representative examples
  • System access approved for the intended actions
  • Approval owners, limits and recovery requirements

Worth thinking through

Actions that send messages, change records or spend money need explicit authority and suitable controls. An agent should stop or escalate when it cannot establish a safe next step.

Let’s talk about your next step

Which task should an agent help carry out?

Walk us through the task, the systems involved and the actions that need approval. We can define a bounded agent workflow before connecting it to live work.

Discuss your task-executing agent