Governed Q&A
Natural-language questions map to semantic metrics with lineage, filters, and citations — not freeform hallucination.
PRODUCT
Analyst Agent Solution Suite
Databricks-first analyst agent product: ask business questions, get governed answers with citations, forecasts, and executive-ready packs — Azure runtime, portable adapters.
What it does
Analyst-grade answers from your lakehouse.
Built for organizations that already invest in Databricks and need an agent that respects governance — not a chatbot bolted onto spreadsheets.
Hybrid retrieval
Structured lakehouse answers merge with document RAG when the question needs both numbers and narrative context.
Forecast packs
Time-series scenarios with assumptions, chart specs, and executive narrative in one response package.
Analyst UX
Ask, inspect sources, save prompts, and export decks — designed for weekly analyst workflows.
Azure-first. Cloud-agnostic ports.
Deploy on Azure with Databricks as the system of record. Core agent logic talks to adapters — so semantic query, search, and LLM providers can evolve without a rewrite.
- Runtime
- Azure Container Apps, APIM, Entra ID, Key Vault
- Data plane
- Databricks Unity Catalog, SQL warehouse, gold metrics
- Agent layer
- Central router for structured, unstructured, hybrid, and forecast intents
- Ports
- Semantic query, vector search, and LLM adapters — swap providers without rewriting core logic
Built for
Data & analytics leaders
Trusted answers with metric ownership and audit trails.
Platform teams
Managed identity, private network profiles, and observability from day one.
Analysts
Repeatable prompts, source drill-down, and exportable packs.
Pilot-ready path
Platform and security first, then structured retrieval, RAG, forecasts, and analyst UX — gated to a defined Pilot Ready milestone with your two priority use cases.