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Corelayer

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AI on-call engineer for data-heavy, regulated industries

Winter 2026Founded 20253 peopleSan Francisco, CA, USA
AI insightcan contain mistakes
AI Production Support PlatformSaaSEngineering teams, fintechs, healthcare companiesHigh competition
Moat
Data-aware alert correlation; proprietary debugging for regulated industries; integrations with monitoring and data systems.
Key risk
Incumbent APM vendors (Datadog, New Relic, Dynatrace) may add agent debugging; liability risk if recommended fixes are wrong.
Why now
On-call engineering burden increasing; incident response SLAs tightening; data debugging complexity requires AI.
Competitors
Datadog, New Relic, Dynatrace, Sentry, CloudZero

About

Corelayer is the AI-native platform for production software support, built for data-heavy, regulated industries like finance and healthcare. It continuously monitors alerts, logs, infrastructure, and underlying data for issues and uses agents to debug and suggest fixes. We're helping teams at companies ranging from growth-stage fintechs to S&P 500 financial institutions spend less time on support and more on high-leverage work.

Founders Β· 2

Mitch Radhuber
Mitch RadhuberFounder
Goldman SachsPrinceton

Co-Founder & CEO @ Corelayer | Automating production software support and maintenance for the world’s most complex environments. Prev: software + data infra @ Goldman Sachs, CS @ UMich, astrophysics research @ Princeton

Shipra Jha
Shipra JhaFounder
OracleGoldman SachsCarnegie Mellon

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

Launch

Launched on Y Combinator Β· Jan 2026
View launch post β†—

Detect and fix production issues 15x faster

Corelayer builds a platform that monitors data, logs, and infrastructure for anomalies in regulated industries and uses AI agents to debug, root-cause, and suggest fixes for production issues. It targets data-heavy teams in fintech, healthcare, and insurance to reduce on-call time and improve data quality, with SOC 2, on-prem options, and an audit trail.

Formerly β€œSevvy”

B2BEngineering, Product and DesignArtificial IntelligenceDeveloper ToolsB2BEnterprise Software

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