Powerdrill is built on a multi-agent architecture where specialized AI agents handle distinct tasks — querying, reasoning, visualization, summarization — and coordinate to resolve complex, multi-step requests. The platform connects to structured and unstructured data sources, enabling semantic search, automated data transformation, and chart generation from natural language prompts. Developers can access Powerdrill's capabilities via an API, allowing them to embed agent-driven analytics into their own applications. Under the hood, the system leverages large language models (likely OpenAI-compatible) combined with retrieval-augmented generation (RAG) to ground responses in user-supplied datasets.