Report Generation Agent
Report Generation Agent: Transform data into insights with AI-powered reporting.
Publisher
Capgemini Technologies
Industry Type
Financial Services
Product Details
This agent generates reports as part of an AI reporting assistant built on Google Cloud with Dialog Flow CX, Vertex AI, Cloud Function, Cloud Run, and A2A working with Looker. A user submits a natural language question through a chatbot, Dialog Flow CX handles intent recognition, and a Webhook triggers a Cloud Function. Agent 1, using Gemini 2.5 Flash, converts the query into SQL with the Big Query schema as context, and the SQL runs in Big Query.
Through A2A on Cloud Run, Agent 2, using Gemini 2.5 Pro, generates Look ML, and Agent 3 invokes Looker to build an interactive dashboard with PDF or CSV downloads. It is built for business users and analysts in financial services who need reports without manual SQL or LookML coding. The expected impact is faster report generation, less manual effort, quicker access to insights, and better decisions.
Key Use Cases
Natural Language Business Intelligence
Translates natural language questions into BigQuery SQL and dynamic LookML via multi-agent orchestration to generate Looker dashboards.
Automated Financial Executive Reporting
Orchestrates Gemini agents across Cloud Run and Cloud Functions to deliver scheduled analytical reports in PDF and CSV formats without manual coding.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.