A chatbot that actually answers your customers’ questions.
I build LLM assistants grounded in your documents and tools — with an evaluation set, sensible guardrails and a clean handover so you own the result.
What you get
A working assistant, not a slide deck.
Grounded answers
Retrieval over your PDFs, web pages or knowledge base so answers come from your content, with sources shown where useful.
Tool use
The agent can call your APIs, query a database or update a spreadsheet when a question needs live data.
Guardrails & escalation
Clear behaviour when the bot is unsure: say so, and hand over to a human instead of guessing.
Evaluation set
A set of real questions with expected answers so quality can be measured before and after every change.
Where it lives
Website widget, Facebook Messenger, Telegram, or an internal tool — whichever your users already use.
Full handover
Source code, deployment notes and a walkthrough call. No lock-in.
Process
Four steps, demo before the full build.
Scoping chat
Goal, users, sample questions, documents, constraints, deadline.
Fixed-scope quote
Written proposal with deliverables and timeline. Nothing starts before you agree.
Demo
A limited working version so you can test it with your own questions.
Final delivery
Full version, documentation, handover. Payment by PayPal invoice.
Good fit if…
- You answer the same questions repeatedly
- You have documents or FAQs the bot can rely on
- You want something practical in weeks, not months
Not a fit for: medical, legal or financial advice bots that require certified accuracy, or projects that need guaranteed outcomes that no LLM system can promise.
Tell me what your bot should do
Two or three sentences are enough to start.