bot / capability detail
AI Agents
Practical AI assistants that connect your business knowledge to useful, repeatable work.
- Starting at
- $200
- Typical timeline
- 2-6 weeks
The brief
Built around the work, not the software.
Give your team an assistant that can answer questions, qualify requests, or help prepare the next job without losing the human context. I design AI agent workflows around your documents, processes, and systems instead of adding a generic chatbot to your website.
Using Python, FastAPI, LangGraph, LangChain, and background job patterns, I can help you move from an experiment to a controlled tool with clear boundaries, useful handoffs, and room to improve as your team learns.
What changes
A clearer next move.
- Less time spent searching internal information
- More consistent handling of repetitive enquiries
- A safer path to introducing AI into existing operations
Included
The capability, in working parts.
- LangGraph and LangChain workflow orchestration
- Document-aware retrieval and response flows
- Python and FastAPI service integration
- Background processing with Redis and BullMQ
- Human review and fallback paths
The route
A small process with visible decisions.
- 01
Map the current reality
We clarify the people, information, and recurring friction behind the request before choosing a technical shape.
- 02
Build the useful path
The first release concentrates on the workflow that creates value now, with room for the next sensible improvement.
- 03
Handoff without mystery
You get a clear walkthrough, maintainable foundations, and the context needed to keep the work moving after launch.
Questions, answered
Before we make it real.
What can an AI agent do for a trades business?
It can help answer service questions, summarize job notes, find information in documents, or prepare an enquiry for a person to review.
Will the agent make decisions without approval?
The workflow is designed around your comfort level, with human review and explicit boundaries for actions that need a person.
Can the agent use our existing documents?
Yes. Relevant manuals, policies, service information, and other approved sources can be connected to the workflow.