What's included
From knowledge base ingestion to live deployment — I handle the full stack so you get a bot that actually works for your business.
Retrieval-Augmented Generation connects the LLM to your documents, databases, and knowledge base so answers are grounded in your actual data — not hallucinations.
I ingest your PDFs, docs, Notion pages, or databases into a ChromaDB or Pinecone vector store — keeping the bot accurate and up-to-date.
Context-aware dialogue that remembers what was said earlier in the conversation — enabling natural, helpful exchanges rather than one-shot Q&A.
A conversational funnel that identifies project type, budget, and urgency — then saves qualified leads to Supabase and fires a Slack alert.
Bot actions wired to HubSpot, Salesforce, or any CRM via webhook or API — so every qualified conversation automatically updates your records.
System-prompt hardening, topic restrictions, and prompt-injection defence so the bot stays on-brand and never leaks sensitive information.
How it works
We define exactly what the bot should do, what it should never do, and what a successful conversation looks like. This shapes everything that follows.
Your source documents are cleaned, chunked, embedded, and loaded into a vector store. I audit coverage so the bot can actually answer the questions it will receive.
System prompt engineering, RAG pipeline wiring, and iterative red-teaming to catch hallucinations, off-topic responses, and edge cases before launch.
The bot is embedded in your site or app, wired to your CRM, and connected to a Supabase log so you can review every conversation and improve over time.
What you get
Tech stack
Best-in-class LLM infrastructure — from embedding and retrieval to streaming chat and production deployment.
Pricing
Priced per project — not per API call. You own the code and the data.
Starter
$600 – $1,200
A focused AI assistant for one specific use case.
Growth
$2,000 – $4,000
A full-featured AI assistant with CRM and lead qualification.
Enterprise
Custom
Organisation-wide AI assistant with ongoing content updates.