Corelayer is an AI-native on-call platform purpose-built for data-heavy, regulated industries such as finance, healthcare, and insurance. The system continuously monitors alerts, logs, infrastructure metrics, and data pipelines, then deploys agents to triage incidents, identify root causes, and recommend or apply fixes within minutes rather than hours. It filters false positives, groups related alerts, and produces clear narratives engineers can act on without context switching.
The company was founded in 2025 by Mitch Radhuber and Shipra Jha, who previously built data infrastructure together at Goldman Sachs, spending late nights and weekends debugging systems that processed hundreds of billions of rows per day. That firsthand pain shaped Corelayer focus on regulated environments where downtime is expensive, audit trails are mandatory, and traditional observability tooling stops short of actually resolving issues.
Corelayer is part of Y Combinator W26 batch and ships with on-premises and VPC deployment options, fine-grained access controls, and compliance-aware design suited to SOC 2, HIPAA, and financial services environments. The three-person team operates from San Francisco and targets data engineering, platform, and SRE teams that want an autonomous teammate rather than yet another dashboard. Early customers use Corelayer to triage Airflow failures, Snowflake anomalies, and pipeline regressions without paging humans for routine issues.