Custom Agents & Assistants
Useful AI, with a job to do.
Build an assistant around a specific task and the information it needs. From finding internal answers to preparing a first draft, the goal is a tool people can use with confidence and appropriate oversight.
A good fit when…
Your team repeats research, drafting, or information-finding tasks, and a general-purpose chat window is not enough.
FOCUSED ON THE WORK
What we can work on together.
Company knowledge assistants
Help people locate relevant information from approved documents and sources. Where appropriate, include references so users can check the answer and return to the original material.
Focused working assistants
Support a defined activity such as preparing a brief, summarizing a document, or organizing incoming requests. Shape the inputs and outputs around the way your team works.
Agents with bounded actions
Connect an assistant to specific tools when the task calls for it. Define what it can do, what it must ask permission to do, and how people handle exceptions.
A DEFINED SCOPE
Know what we’re building toward.
The exact deliverables are agreed before work begins. Depending on the project, that can include:
- A defined assistant purpose, audience, and knowledge scope
- Connections to the approved sources or tools in scope
- A usable interface and instructions for the task
- Representative evaluation cases and a review workflow
AN EXAMPLE TO MAKE IT CONCRETE
A practical starting point.
An internal assistant helps staff answer recurring process questions using approved guidance. It points to relevant source material, flags gaps, and routes uncertain questions to a person instead of presenting every answer as settled fact.
Illustrative scenario, not a client case study.
A practical way forward.
Set the boundaries
Choose a focused task, identify the users, and agree on the information and actions available to the assistant.
Build and evaluate
Try representative questions and difficult cases, including missing information and requests outside scope. Refine behavior before broader use.
Introduce and improve
Start with a limited audience. Review feedback, usage costs, and failure cases, then agree on what should change.
Before we begin.
Is this different from a chatbot?
A chatbot is one possible interface. The work may also involve knowledge retrieval, structured outputs, tool connections, and approval steps that support a specific business process.
Will the assistant always be correct?
No. AI outputs can be wrong or incomplete. The design should make verification practical, test representative cases, and keep consequential decisions with the appropriate people.
Can it use private business information?
Potentially, after reviewing the information, permissions, provider settings, and contractual requirements. Only the approved sources and access scope belong in the implementation.
LET’S TALK
What would a useful assistant do for your team?
Tell me about the work, the tools you use, and where things get stuck. We can start with a conversation about fit and a useful next step.
AI chatbots with a clear job.
Help visitors navigate approved information, prepare a request, or reach a person. Define the sources the chatbot can use, the questions it should handle, and what it must do when the evidence is missing.
For a website, that includes an accessible interface, clear disclosure that it is an automated assistant, and a useful human handoff. WordPress development and custom plugins can support the integration.