Trend Summarizer Agent
Trend Summarizer Agent: Real-time issue detection and intelligent resolution for customer support.
Publisher
Capgemini Technologies
Product Details
This agent automates customer support with real-time issue detection and intelligent response generation. It proactively detects trending issues in customer data, auto-generates contextual and consistent resolutions, and provides a live dashboard for monitoring and human override. It integrates with CRM systems and email through SendGrid.
The agent runs on Google Vertex AI with Gemini Pro and the Agent Development Kit (ADK), with BigQuery, Firestore, Datastore, Cloud Run, and Docker. It is built for customer support teams and managers in any industry. It is expected to improve customer satisfaction through faster, more consistent resolutions, reduce operational costs by automating support tasks, and give real-time insights for proactive issue management.
Key Use Cases
Real-Time Support Trend Detection
Scans inbound CRM customer queries using Gemini Pro on Vertex AI and BigQuery to detect emerging operational anomalies before they escalate.
Automated Outbound Resolution Messaging
Generates consistent, contextual incident explanations and orchestrates bulk communications via SendGrid with real-time human supervisor monitoring.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.