backed by Combinator

Reclaim 70% of Engineer Cost from Production Support

Corelayer's AI agents monitor data pipelines and infrastructure 24/7 autodetect anomalies, investigate root causes, and suggest fixes in minutes.

4.9across 4,000+ autopilot

Connect Corelayer to 20+ data & observability tools

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Production support costs were your biggest challenge, Not anymore

Problem

Production support requires more engineers than actual product development

Logs, DAGs, metrics, and datasets often fail quietly, forcing teams to stitch together schedulers, observability, and enrichment tools just to find the source. Each investigation pulls multiple engineers into hours of manual work. Small changes can cascade across the stack, turning minor issues into expensive outages

Solution

Corelayer reduces production support by replacing manual debuggin with AI agents

When something breaks, agents automatically investigate across data, infrastructure, and code to identify the root cause within minutes. Each investigation includes evidence, cited sources, and clear next steps, so engineers can act with confidence. The result is faster resolution, lower on-call load

Corelayer is the autonomousAI agents for production support

A single platform for enterprise-grade monitoring
root-cause analysis, and automated remediation

Observability

  • 24/7 Pipeline Monitoring
  • Automated Data Quality Checks
  • Intelligent Failure Triage
  • Observability Tool Integration
  • Evidence-Backed Alerts

Remediation

  • Continuous Log Analysis
  • Automated Root-Cause Analysis
  • Actionable Fix Recommendations
  • System Impact Mapping
  • Reduced On-Call Toil

Governance

  • PII Detection & Masking
  • Read-Only Secure Access
  • Audit-Ready Investigations
  • SOC 2 Type I Controls
  • Zero-Trust Architecture Support
Observability

See every failure understand every cause

Corelayer unified observability by AI agent for your production stack 24/7 monitoring, automated triage, and evidence-backed alerts.

Before Corelayer, we were stitching together logs across three tools just to understand a failed pipeline. Now every alert includes the failing query, upstream impact, and relevant logs. Our team moves from detection to root cause in minutes instead of hours.”

Daniel Kim
Daniel Kim
Head of Data Platform
112
monitoring checks unified
63%
reduction in incident triage time
4.2×
faster root-cause identification
//
Remediation

Continuous log analysis Detect Diagnose Fix

Corelayer give you AI agent for continuous analysis, automated root cause, and actionable fixes - from alert to resolution in minutes.

We used to jump between logs, dashboards, and Slack threads just to understand what broke. Now we get continuous log analysis with clear root-cause insights and suggested fixes in one place. It hasn’t eliminated incidents — but it’s made them far easier to diagnose and resolve without burning out the team.

Emily Carter
Emily Carter
Chief of Data Engineering
78
services monitored in one place
41%
reduction in mean time to diagnose
2.3×
faster incident resolution
Governance

Secure every investigationAccelerate every fix

Corelayer protects sensitive data with automatic PII detection and masking, backed by SOC 2 Type I compliance and enterprise-grade security.

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

asha mehta
Asha Mehta
Director of Data Security
45m
avg investigation time sample 48 incidents
100%
audit trail coverage
0
policy exceptions (90 days)
//

The world’s best engineers, team leads know exactly what’s happening
in production support

Vercel

Daniel Kim

Head of Data Platform

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

Cloudflare

Daniel Kim

Head of Data Platform

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

asha mehta
Asha Mehta
Director of Data Security
45m
avg investigation time sample
100%
audit trail coverage
0
policy exceptions

/SVG/datadog-color.svgNotion

How Notion develops world-class
AI features

10X

Faster isuue resolution with Corelayer

/SVG/datadog-color.svgDatadog

Daniel Kim

Head of Data Platform

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

Slack

Daniel Kim

Head of Data Platform

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

asha mehta
Asha Mehta
Director of Data Security
45m
avg investigation time sample
100%
audit trail coverage
0
policy exceptions

Apache Airflow

Daniel Kim

Head of Data Platform

As Director of Data Security at Meridian Insurance, our top priority is proving who accessed what, when without slowing engineers down. Corelayer automatically detects and masks PII in logs, enforces read-only investigation roles, and produces immutable, exportable audit trails tied to each incident.

Stop burning budget
on manual debugging

Corelayer automates root-cause analysis from alert to fix
in minutes so you stop paying for engineers