In a fast-paced world of continuous application updates and rapid troubleshooting, an AI-based interface for logs promises to dramatically reduce incident response times. By integrating Amazon Bedrock, OpenSearch Serverless, AWS Lambda, and Anthropic’s Claude, teams can now ask simple, natural language questions to find critical information in seconds.