HCLTech Solar Panel Incident Agent

Solar energy providers face mounting pressure to resolve panel performance issues quickly while managing growing service volumes. When customers report problems ranging from reduced output to complete system failures, support teams must diagnose issues accurately without always having complete information, leading to delayed resolutions and unnecessary truck rolls.

HCLTech Solar Panel Incident Agent transforms how solar service organizations handle incident reports by combining artificial intelligence with your existing knowledge base. Built on Amazon Bedrock, the agent analyzes incoming incident descriptions, interprets technical symptoms, and searches your repository of proven solutions to deliver precise step-by-step resolution instructions.

The solution operates autonomously for routine issues while knowing when to ask for more information. When an initial report lacks sufficient detail, the agent requests specific photos of inverter displays, panel conditions, or wiring configurations. It analyzes images using Amazon Textract to extract error codes and visual indicators that inform the diagnosis. This intelligent information gathering ensures accurate troubleshooting without prematurely escalating to field technicians.

Complex electrical faults and safety-critical situations receive immediate human attention. The agent recognizes scenarios involving potential hazards, unusual failure patterns, or cases outside the knowledge base scope, routing these to experienced technicians with full context and preliminary analysis. This targeted escalation allows your team to focus expertise where it matters most.

The architecture leverages Amazon DynamoDB for rapid case tracking, Amazon S3 for secure document and image storage, and AWS Lambda for scalable processing. Every interaction creates an audit trail for compliance and quality assurance. Data isolation ensures customer information remains protected, with encryption at rest and in transit meeting industry security standards.

Solar service organizations gain faster resolution of common issues like inverter resets, connectivity problems, and routine maintenance questions. Customers receive consistent, accurate guidance based on your organization's proven procedures rather than variable human interpretation. Field technicians spend less time on issues that can be resolved remotely, improving resource allocation across your service territory.

The solution integrates with your existing ticketing systems and knowledge management platforms, preserving your investment in documented procedures while making that knowledge instantly accessible. As the agent handles more cases, your team gains visibility into recurring issues and knowledge gaps, informing both immediate service improvements and long-term product reliability initiatives.