Data Insights & Reporting Agent (DIRA)
DIRA: Unlocking clarity from data, delivering powerful insights and reports.
Publisher
Accenture
Industry Type
Healthcare & Life Sciences
Product Details
This agent, DIRA, aggregates data, detects trends, answers queries, and applies AI-driven analytics to find individual and cohort trends, flag anomalies such as out-of-range vitals, and surface actionable insights. It continuously scans incoming streams for out-of-range vitals and alerts managers, uses cohort histories to predict next-week engagement dips and recommend outreach, and delivers scheduled dashboards to stakeholders.
The agent drives faster, data-backed decisions through a natural-language query interface and auto-generated dashboards, and helps optimize outcomes and reduce trial-and-error in treatment for PCOS/PCOD management. It cuts report-generation time from days to minutes, improves intervention targeting accuracy by 25%, and enables 3× faster decision cycles in care teams. Its primary users are data analysts, care managers, and program administrators. It is built with Python, Dialogflow CX, Cloud Functions, Firestore, and BigQuery.
Key Use Cases
Real-Time Patient Anomaly Detection
Continuously monitors real-time patient telemetry data stored in BigQuery and Firestore, automatically triggering Cloud Function alerts for care managers when vitals exceed safe clinical thresholds.
Proactive Cohort Engagement Forecasting
Analyzes historical patient cohort data to predict upcoming drop-offs in treatment adherence and automates recommended clinical outreach workflows to improve health outcomes.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.