Corelayer is an agent-native platform for AI-driven production incident response and software maintenance, designed for data-intensive and regulated industries such as finance, healthcare, and insurance. It continuously monitors production logs, metrics, and data, uses AI agents to triage alerts, perform root-cause analysis, and suggest or automatically generate code fixes, integrating with observability, cloud, and ITSM toolchains while supporting flexible deployment including on-prem and bring-your-own-cloud options.