Generic LLM wrappers are easy. The hard part is the knowledge base — how it's chunked, how the agent refuses when it doesn't know, how it hands off to a human. We design knowledge architecture before we pick a model.
AI & Voice Agents — Knowledge-base–grounded chatbots, multilingual voice AI agents (Hindi, Gujarati, English), inbound/outbound call automation, document Q&A.