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AI on-call engineer that debugs using data

We’re building AI agents that do on-call support for data-heavy industries like financial services and fintech, healthcare, and insurance. On-call engineers in these industries need to query data to debug production issues. We monitor both data and infrastructure for anomalies and use AI agents to debug and suggest fixes for issues. Data is especially sensitive in regulated industries, so we offer hardware-backed secure environments that let agents safely use production data as context while debugging. Mitch and Shipra founded Corelayer after building large-scale data infrastructure together at Goldman Sachs.
Active Founders
Shipra Jha
Shipra Jha
Founder
Co-Founder & CTO @ Corelayer | Building the AI-native operations layer for production software and data systems. Prev: software + data infra @ Goldman Sachs, cloud infra @ Oracle, CS @ CMU
Mitch Radhuber
Mitch Radhuber
Founder
Co-Founder & CEO @ Corelayer | Building the AI-native operations layer for production software and data systems. Prev: software + data infra @ Goldman Sachs, CS @ UMich, astrophysics research @ Princeton
Corelayer
Founded:2025
Batch:Winter 2026
Team Size:2
Status:
Active
Location:San Francisco
Primary Partner:Diana Hu