Herald

Herald is an AI-native site reliability engineering (SRE) platform designed to predict, investigate, and resolve software incidents autonomously. The company's agent builds a context graph spanning observability data, codebases, CI/CD pipelines, documentation, and dependencies, enabling it to establish a baseline of normal system behavior before an... y alerts fire. Herald builds custom anomaly detection models for each data stream, surfacing validated issues before they impact end users, and evaluates multiple root cause hypotheses simultaneously to deliver root cause analyses in minutes without requiring runbooks. The platform is designed to handle novel incidents and continuously learns from each investigation to improve over time. Herald was founded by researchers and professors from UC Berkeley's RISELab, with expertise spanning AI, large language models, data systems, and scalable infrastructure. The company targets engineering teams at B2B and enterprise software organizations seeking to reduce manual on-call burden and accelerate incident resolution.Read More