AI development company in India for production AI applications
Xenotix Labs is an AI development company in India that ships LLM-powered applications, RAG systems, AI chatbots, and ML pipelines into production. We are not an AI consultancy that writes strategy decks. We are an engineering team that has shipped AI features into 6+ live products — Growara (AI WhatsApp automation for SMB customer engagement), Alcedo (AI-powered education discovery and adaptive learning), 7S Samiti (offline-first adaptive AI tutor for rural India), Corporate Gate (LLM-driven resume optimization and job matching), the AI layer in ClaimsMitra (claim summary generation), and the recommendation engine in Cricket Winner.
We work in three patterns. Pattern one: integrate an off-the-shelf model (OpenAI, Anthropic, Gemini) behind a thin guardrail layer for chat, summarization, classification. Pattern two: build a RAG system on top of your private documents — typically Postgres + pgvector for sub-100k-document corpora, OpenSearch or pinecone-class vector DB above that. Pattern three: train or fine-tune small specialized models for narrow domains where prompt engineering hits a ceiling.
For most founders the right answer is pattern one or two. Training your own LLM is almost never the right answer for a startup — the data, the GPUs, the eval harness, and the ongoing red-team cost are too high. We will tell you that on the first call. Our incentive is your product working, not our hours billed.
