Context: Enterprise chatbot ecosystem supporting multiple customers with varying data maturity levels.
Challenge: Customers had different data structures – some with structured SQL databases, others with unstructured documents. Needed a unified solution that could handle both.
Solution: Delivered two distinct chatbot types:
Outcome: Successfully deployed across multiple customer environments, enabling each to access AI-powered support regardless of their data infrastructure.