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Dashboard Features

The Agentic Dashboard is Ema's AI-first interface for analyzing unstructured data through structured, repeatable workflows powered by multi-agent intelligence.

It allows users to upload inputs (such as documents), run extraction and validation workflows, and view results in a tabular, editable format designed for scale and collaboration. Built for use cases like audits, claims processing, and contract compliance, the dashboard supports human-in-the-loop interventions, full source traceability, and integration with enterprise tools.

Example Use Cases

  • Contract Compliance -- Extract terms and validate against regulations.
  • Claims Processing -- Check documents for missing information and rule alignment.
  • Bid Evaluation -- Standardize RFP inputs and evaluate based on configured rules.
  • Prior Authorization -- Extract policy rules, validate against patient records, and flag gaps to reduce delays and prevent denials.

Core Capabilities

Data Ingestion

  • Supports multiple types of inputs (documents, text, fixed values, and more).
  • Upload single or bulk files in various formats (PDF, DOCX, and others).
  • Support for ingestion via APIs.

Workflow Execution

  • Run each row to trigger workflow execution.
  • Run workflow for all rows to support bulk workflow execution.
  • The output will appear on the dashboard in the configured columns on the GWE canvas.

AI-Human Collaboration

  • HITL support -- Humans can edit or approve the output on the dashboard. Ensure HITL is enabled for the agent from the GWE canvas.
  • Full traceability -- Supports sources and reasoning for rule validation output on the dashboard. View the detailed validation report to access this information.
  • Feedback support -- Supports feedback in rule validation reports.
  • Confidence scores -- For agents with confidence scores enabled, the dashboard displays cells with high or low accuracy, which the user can edit.

Data Operations

  • Add or delete rows (bulk or single).
  • Download structured outputs in CSV.
  • Sort within the dashboard.
  • Create filtered views of the main dashboard as sub-dashboards.

Last updated: Jul 3, 2026