Working remotely with clients worldwide

AI agents with a clear job and clear limits.

An AI agent needs a specific job, not unrestricted access to your business. I can help plan and build assistants for research, enquiry triage, support preparation or internal operations. We define the information they can use, tools they can call and actions that need a person to approve them.

Discuss your project
Concept illustration of an AI assistant with a review checkpoint
AI-generated concept illustration · not client work

Portfolio evidence · separate from concept artwork

Project examples

There isn't a published case study for this specific service in my current portfolio. I won't present a concept illustration as completed client work. Send your requirements and we can discuss the approach and any relevant experience I can share.

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What the work can include

  • Use-case review and a bounded agent workflow
  • Connections to approved knowledge sources and tools
  • Human approval for agreed consequential actions
  • Representative test cases and failure handling
  • Usage limits, logging and handover documentation

We agree on the deliverables, timeline and price before development starts.

Choose the right kind of assistant

A research assistant might collect and summarize approved information. A support assistant might prepare a reply for review. A lead-triage assistant might organize enquiry details. We start with one defined task and compare a fixed workflow with an agent before adding complexity.

Decide what it must not do

We agree on permissions, data boundaries and approval steps before connecting tools. Reading a document is different from sending a message or changing a record. The system should not treat instructions inside external content as permission to act.

Test decisions, not just a demo

We include missing information, conflicting instructions, unavailable tools and incorrect answers in the test plan. AI output can be wrong, so the scope includes review or fallback where needed. Ongoing monitoring and provider usage costs are agreed separately.

Before we start

Which types of AI agents can we discuss?

Research, support-preparation, enquiry-triage and internal knowledge assistants are examples. We assess your task, data access and acceptable actions before confirming a build.

Will the agent act without approval?

Only for explicitly agreed low-risk actions. Publishing, sending messages or changing important records can require approval. We define the boundaries in the project scope.

Can you guarantee that it will never be wrong?

No. AI can produce incorrect output. We plan tests, review, limits and fallback around the actual risk rather than promising perfect accuracy.

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