Metric & Filter Extraction Agent
Metric & Filter Extraction Agent: Accurately extract KPIs and filters from natural language queries.
Publisher
Accenture
Industry Type
Financial Services
Product Details
This agent extracts relevant KPIs and associated filters from validated natural language queries. It uses Gemini Flash and structures its output as JSON for downstream query generation.
It is part of a framework that lets business users query complex semantic data models in plain language. Using Dialogflow for conversation, metadata profilers, and specialized agents for query generation, validation, and visualization, the system turns a question such as Show Q1 sales trends for North America into an accurate query over semantic layers in BI tools like Power BI, Tableau, or Looker. It supports follow-up questions, enforces embedded security policies, and learns from feedback. Business users on enterprise data platforms are the primary users. The agent accelerates time to insight, reduces manual query building, and improves accuracy across retail, BFSI, and supply chain analytics.
Key Use Cases
Natural Language BI Query Parsing
Leverages Gemini Flash to parse unstructured conversational business questions into structured JSON metrics and dimension filters for semantic layers in Looker and Power BI.
Automated Financial Analytics Filter Mapping
Extracts enterprise KPIs, date ranges, and categorical constraints from analyst prompts to drive accurate, repeatable dashboard queries without manual filter setup.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.