Cortex

Cortex is an Engineering Operations Platform built by engineers from companies like Uber and Twilio, designed to help organizations continuously improve their operational maturity and reduce developer friction. The platform serves as mission control for engineering organizations navigating the shift toward AI-assisted software development, providing centralized visibility, automated scorecards, and golden-path workflows. Cortex is a Y Combinator company and holds SOC Type 2 and ISO/IEC 27001:2022 certifications.

What It Is

Cortex sits in the category of Internal Developer Platforms (IDPs) and Engineering Operations tooling. Its core job is to give engineering leaders, platform teams, SRE teams, and individual developers a single source of truth for service ownership, reliability standards, and AI adoption maturity. Rather than replacing existing tools, Cortex aggregates data from across the engineering stack into what it calls a Context Graph — an automatically mapped view of every service, team, and their current production readiness and AI adoption status.

The platform organizes around three primary capabilities:

• Catalogs — unified ownership and service metadata across the engineering org
• Scorecards — automated, continuously updated compliance checks against reliability, security, and AI-readiness standards
• Workflows — golden paths for scaffolding services, running migrations, and provisioning infrastructure so best practices are the default for both humans and AI agents

The DRIVE Framework

Cortex has introduced a proprietary operational excellence framework called DRIVE, authored by CTO and co-founder Ganesh Datta and developed with engineering leaders across the Fortune 500 (per Cortex's own marketing). DRIVE is positioned as a replacement for developer productivity frameworks that focus solely on individual output, instead measuring organizational effectiveness as AI coding agents become part of the SDLC. It includes an Operational Excellence review as a human-in-the-loop governance mechanism, designed to help teams balance speed, quality, and cost as AI multiplies code output.

Who It Serves

Cortex targets four primary personas within engineering organizations:

• Engineering Leaders — visibility into which teams meet operational standards and how AI adoption is tracking
• Platform Teams — tools to build and enforce golden paths for developers and agents
• SRE Teams — production readiness enforcement and faster incident response
• Developers and AI Agents — context about ownership, standards, gaps, and next steps for any service

The platform explicitly supports AI agents as first-class consumers of its context, positioning Cortex as infrastructure for the emerging "AI software factory" model.

Key Use Cases

The platform covers several concrete use cases beyond general visibility:

• Production Readiness — continuously tracking whether every service meets reliability standards before critical events
• AI Enablement — rolling out AI coding agents with security, testing, and ownership standards in place, then measuring whether adoption is paying off
• Self-Service — scaffolding services, running migrations, and provisioning infrastructure through golden paths
• Migrations — standardizing migration workflows to make large-scale infrastructure changes predictable
• Compliance & Audits — continuously tracking compliance and security across every service for audit readiness

Cortex MCP and AI Agent Integration

Cortex has launched a dedicated product called Cortex MCP, which surfaces the platform's context graph and service data to AI coding agents via the Model Context Protocol. This positions Cortex as a context provider for agentic development workflows, giving agents the ownership, standards, and gap information they need to operate within organizational guardrails.

Current Status

Cortex is actively shipping and commercially available, with a demo-request sales motion and custom pricing. The company announced $60M in Series C funding (per the About page blog post) and published a "Cortex Wrapped 2025" recap, indicating active product development through at least the end of 2025. The EVOLVE 2026 conference is scheduled for September 24 in New York City, signaling continued community investment. The platform is SOC Type 2 certified and ISO/IEC 27001:2022 certified.