Provincial Government — Citizen-Facing AI Chatbot Proof of Concept.

Citizens navigated dense program websites by phone queue; the government wanted evidence — before spending real money — that generative AI could answer accurately enough for public use. A $20K fixed-scope proof of concept built a retrieval-grounded chatbot on provincial web content inside the client's own Azure tenant, with success criteria agreed up front and responsible-AI guardrails documented. The fast, bounded yes opened a broader $50K GenAI discovery.