ChatGPT / AI Integration.
Your business, RAG-powered.
Custom GPT chatbots with retrieval-augmented generation, fine-tuning, function calling, and full grounding on your internal data.
What we build — and why it matters
AI isn't magic — it's engineering. We build custom AI solutions that ground large language models (GPT-4, Claude, Gemini) on your actual business data using retrieval-augmented generation (RAG), vector databases, and function-calling architectures. The result: AI that answers questions about your products, your policies, and your customers — not hallucinated general knowledge.
Our AI stack is built for production. We handle embedding pipelines, chunking strategies, hybrid search (semantic + keyword), re-ranking, streaming responses, token budgeting, and cost optimization. Whether you need an internal knowledge-base chatbot for your team, a customer-facing support agent that resolves 67% of tickets automatically, or an AI analyst that queries your database in natural language — we've shipped it.
We're model-agnostic and provider-agnostic. We'll recommend the right model for your use case (cost, latency, capability trade-offs) and can run inference via OpenAI, Anthropic, Google, Azure, or self-hosted open-source models. You're never locked into one provider.
SaaS companies, customer support teams, knowledge-heavy organizations, and any business sitting on unstructured data they want to make queryable.
What's included.
RAG Architecture
Vector database grounding (Pinecone, Weaviate, pgvector) with hybrid search and re-ranking for accurate, citation-backed answers.
Function Calling
AI agents that can query your database, send emails, create tickets, update CRMs — not just chat, but act.
Streaming & Real-Time
Token-by-token streaming UIs with typing indicators, source citations, and confidence scores.
Cost Optimization
Prompt caching, model routing (cheap model for easy queries, smart model for hard ones), and usage analytics dashboards.
Real outcome. Real team.
RAG-grounded support agent for SaaS
67% ticket deflection rate
Questions about chatgpt / ai integration.
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Ready to build your chatgpt / ai integration?
Book a free 30-minute discovery call. We'll map your requirements and send a written plan within 48 hours — even if you don't end up working with us.