
Sep 2025 – Dec 2025
Cleffen AI
Lightning-fast custom chatbot built specifically for Cleffen — a software development company — to serve their clients. Tailored to one organisation's needs rather than a generic multi-tenant product.
Next.jsNode.jsPostgreSQLRAGQdrant
Screenshots
Inside the product

Product retrieval in chat
Inside the product — the assistant retrieves relevant Cleffen offerings during a conversation, helping clients discover the right solutions without leaving the chat.
Project Highlights
- Designed and built a custom assistant scoped tightly to Cleffen's workflows and client-facing needs.
- Optimised for speed so responses stay snappy enough for real client conversations.
- Added product retrieval so the assistant can surface the right offerings from inside the product catalogue.
- Shipped as a focused single-organisation solution instead of a one-size-fits-all chatbot platform.