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Key Features

  • Natural Language Queries: Ask questions in plain English and get instant answers
  • Data Visualization: Automatically generate charts and graphs from your data
  • Transparent Reasoning: See the SQL queries and logic behind each answer
  • Conversation History: Navigate through past queries and build on previous answers
  • Governance Modes: Run with no governance, semantic guidance, or full trusted execution

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How It Works

The agent processes questions through six sequential steps:
  1. Context Discovery - Searches and reads context files to understand the data model, business definitions, and rules
  2. Execution Planning - Chooses query_metrics (semantic) or SQL path
  3. Governance Check (Trusted V1/V2) - Builds a contract and runs policy checks
  4. Execution - Runs approved SQL/metrics with scope and policy constraints
  5. Visualization - Creates charts when appropriate to display data
  6. Response - Summarizes findings in plain language with sources and reasoning

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Agent Tools

The dazense agent includes tools for both analytics and governance:
  • build_contract - Creates and validates an execution contract before governed runs
  • query_metrics - Executes semantic-model metrics for deterministic answers
  • execute_sql - Executes SQL queries against connected databases
  • get_business_context - Retrieves applicable business-rule guidance
  • display_chart - Creates visualizations from query outputs
  • search / list / read / grep - Context retrieval and file navigation
The agent automatically orchestrates these tools based on your question without requiring manual tool specification.

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What changes by mode

  • Direct Analytics: fast SQL-focused experience
  • Semantic Mode: governed metrics and business guidance, lighter enforcement
  • Trusted V1/V2: contract-first execution, policy checks, and provenance artifacts