You have a domain. You have documents. You need an AI system that actually works in production.
I deliver a fully custom RAG-based AI Copilot scoped entirely to your business - tax, compliance, legal, healthcare, finance, or any knowledge-intensive domain where your team or clients need fast, accurate, sourced answers.
What you get:
Discovery call to scope your exact corpus, user flow, and deployment requirements
Document corpus design - chunking strategy, cleaning, and quality validation
Embedding pipeline - SentenceTransformers with MD5 hash-based cache invalidation
Hybrid retrieval scoring - cosine similarity + keyword boost tuned to your domain
Three-tier session-state caching for consistent multi-turn conversations
Eager model loading to eliminate cold starts - sub-2-second responses
GCP Cloud Run deployment - scalable, secure, production-grade
Branded UI - your colors, your tone, embedded anywhere
Conversation logs and analytics - see what your users are actually asking
GitHub repository - full codebase delivered, you own everything, no lock-in
Delivered in 7–10 business days. Production-ready from day one.
Ideal for professional service firms, SaaS founders, and enterprise teams that need a bespoke AI assistant - not a generic chatbot.
You have a domain. You have documents. You need an AI system that actually works in production.
I deliver a fully custom RAG-based AI Copilot scoped entirely to your business - tax, compliance, legal, healthcare, finance, or any knowledge-intensive domain where your team or clients need fast, accurate, sourced answers.
What you get:
Discovery call to scope your exact corpus, user flow, and deployment requirements
Document corpus design - chunking strategy, cleaning, and quality validation
Embedding pipeline - SentenceTransformers with MD5 hash-based cache invalidation
Hybrid retrieval scoring - cosine similarity + keyword boost tuned to your domain
Three-tier session-state caching for consistent multi-turn conversations
Eager model loading to eliminate cold starts - sub-2-second responses
GCP Cloud Run deployment - scalable, secure, production-grade
Branded UI - your colors, your tone, embedded anywhere
Conversation logs and analytics - see what your users are actually asking
GitHub repository - full codebase delivered, you own everything, no lock-in
Delivered in 7–10 business days. Production-ready from day one.
Ideal for professional service firms, SaaS founders, and enterprise teams that need a bespoke AI assistant - not a generic chatbot.