Cortex Reviews & Product Details

Engineering organizations grow faster than their processes. Services multiply, ownership gets murky, and institutional knowledge walks out the door with every departure. Standards that made sense at 50 engineers break down at 500. When something goes wrong, teams spend hours figuring out who's responsible which delays fixing the problem. When leadership asks how engineering is improving, there's no reliable answer. Cortex is the Engineering Operations Platform that changes this. Know who owns what — Cortex automatically identifies service ownership across thousands of repositories, eliminating the manual work of tracking down who is responsible for what. Scale best practices — Self-service workflows let teams scaffold new services and provision infrastructure in minutes, ensuring every team follows the same standards by default. Measure and improve — Scorecards and Initiatives surface gaps, set benchmarks, and give teams a clear view of technical debt and what to fix next. Make smarter decisions — Engineering Intelligence brings DORA metrics, cycle time, incident trends, and the impact of AI adoption into one place. How Cortex works Cortex connects to your existing tools including GitHub, GitLab, Jira, PagerDuty, Kubernetes, Datadog, SonarQube, and more, and automatically maps your engineering ecosystem. Unlike platforms that require months of engineering investment to build and maintain, Cortex is designed to deliver value from day one. Who uses Cortex Cortex is built for the entire engineering organization. - Engineering leaders use Cortex to understand operational maturity, track standards, and measure impact across teams. - Platform and SRE teams use it to drive consistency, reliability, and automation through shared Scorecards and Workflows. - Developers use it to move faster with self-service golden paths, clear ownership, and real-time visibility into their services. Trusted by high-performing organizations including ASML, Canva, Blackstone, and Skyscanner.

Seller

Cortex.io

Discussions

Cortex Community

Languages Supported

English

Used by Canva and 10 others

Beta

Value at a Glance

Averages based on real user reviews.

Time to Implement

5 months

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Cortex Integrations

(70)

Verified by Cortex

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Ian N.

Lead Software Engineer

Mid-Market (51-1000 emp.)

6/12/2026

"Powerful Integrations That Tie Alerts, Services, and Commits Together"

5/5

What do you like best about Cortex?

The integration with all of the different systems lets us tie things together to really get an integrated view of everything. How many times are alerts tied to a specific service? How recently were the commits to that service that relate to the incident? It all ties together well. Review collected by and hosted on G2.com.

What do you dislike about Cortex?

Writing some of the rules is still a bit finicky. They're improving it though. Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thanks for the review, Ian. Tying alerts, commits, and services into a single view is exactly the kind of incident context we want engineers to have without digging across tools.

Glad the rules authoring experience is improving, that friction is real and it's an area we're actively working on. If you hit specific pain points there, we'd love to hear them. Reach out at help@cortex.io and we'll loop in the right people.

Appreciate you taking the time.

Kalyani H.

Principal Engineer

Mid-Market (51-1000 emp.)

9/24/2026

"Data Aggregation for Clear, Data-Driven Visibility"

5/5

What do you like best about Cortex?

Integration, data aggregation. data driven problem visibility Review collected by and hosted on G2.com.

What do you dislike about Cortex?

not enough integrations. a more inclusive integration platform Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thanks for the review, Kalyani. Glad the integrations and data aggregation are giving your team the visibility you need, and that scorecards are helping standardize new repos and surface what needs fixing.

Noted on wanting a broader integration footprint, we are working on it. Please share your feedback with your CSM team if you haven’t already.

Appreciate you taking the time to leave Cortex a review.

Verified User

Mid-Market (51-1000 emp.)

7/17/2026

"Valuable Integrations, But Feature Bloat Deters"

2.5/5

What do you like best about Cortex?

I appreciated Cortex for its easy integration with our existing enablement data through custom data integrations. The software catalogs and scorecards were also valuable, especially for signaling to teams the things we wanted them to focus on, such as repository health, service health, and best practices. Review collected by and hosted on G2.com.

What do you dislike about Cortex?

I felt like there was a lot of feature bloat within Cortex for things we never used. We also experienced a lack of customization on views, which was limiting. Moreover, we never had a feature request ticket prioritized during almost two years of working with Cortex, despite bringing up the same features repeatedly on monthly calls. Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thank you for the review. Glad custom data integrations, catalogs, and scorecards delivered value for signaling repository and service health across your teams.

We’d like to learn more about your feedback over the past two years that felt unaddressed. If you're open to sharing details on the specific view customizations you needed, reach out at help@cortex.io, reference this review, and we'll loop in the right people.

Appreciate you taking the time to share your feedback.

Verified User in Financial Services

Enterprise (> 1000 emp.)

9/24/2026

"Cortex Makes Service Ownership and Engineering Metrics Easy"

4/5

What do you like best about Cortex?

We use Cortex as our service catalog. Its ability to track service ownership and engineering metrics has been really helpful for our team. Review collected by and hosted on G2.com.

What do you dislike about Cortex?

How to maintain ownership data in a highly dynamic, evolving organisation. Great news, Cortex is working on this! Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thank you for the review. Glad Cortex is working as your service catalog and that ownership tracking and engineering metrics are landing well for your team.

We appreciate you taking the time to share your feedback.

Verified User in Information Technology and Services

Enterprise (> 1000 emp.)

7/24/2026

"Intuitive, Smooth Service Organization with Powerful Integrations"

5/5

What do you like best about Cortex?

This is a really helpful tool for organizing the services we own. The design feels intuitive, and the user experience is smooth, so it’s straightforward to navigate and easy to use day-to-day. No performance issues with more than 2k entities; many useful integrations are available. Review collected by and hosted on G2.com.

What do you dislike about Cortex?

Sometimes it’s missing filters that should be available, and it also lacks dynamic dashboards based on the query language. Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thank you for the review. Glad the day-to-day experience is intuitive and smooth, and that performance is steady with more than 2k entities in the catalog.

Your feedback on missing filters and dynamic dashboards powered by our query language is helpful. If you have specifics on what you'd want to see there, please reach out to your CSM or email help@cortex.io and we'll get you in front of the right people.

Verified User

Enterprise (> 1000 emp.)

9/24/2026

"Effortless Service Optimization with Cortex"

5/5

What do you like best about Cortex?

I love the dark mode feature! It makes my eyes feel amazing. Cortex also helps my team quickly identify problem areas within their own services and enables them to self-resolve issues. Review collected by and hosted on G2.com.

What do you dislike about Cortex?

Sometimes getting to green is a bit problematic because teams might focus on just checking the box rather than understanding how and why to improve. Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thank you for the review. Dark mode has a cult following for a reason, glad it's easy on the eyes while your teams use scorecards to spot and resolve issues on their own.

Appreciate you taking the time to share your thoughts about Cortex.

Chris L.

Infrastructure

Mid-Market (51-1000 emp.)

9/24/2026

"Next-Level Scorecards and Opex AI"

5/5

What do you like best about Cortex?

The scorecard functionality is next level as well as the opex ai Review collected by and hosted on G2.com.

What do you dislike about Cortex?

It seems to have similar functionality to datadog when displaying metrics. I would like to edit that Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thanks for the review, Chris. Glad scorecards and OpEx AI are standing out, and that Cortex is giving your company a bird's-eye view across the board.

Appreciate you taking the time.

David L.

Sr. Manager, Engineering

Mid-Market (51-1000 emp.)

7/15/2026

"Cortex helps us keep track of who owns what"

4.5/5

What do you like best about Cortex?

Cortex integrates with a wide range of our tools Review collected by and hosted on G2.com.

What do you dislike about Cortex?

Editing workflows and scorecards using GitOps needs improvement Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thanks for the review, David. Glad Cortex is your source of truth for team membership and service ownership, and that the integrations cover your stack.

Noted on GitOps editing for workflows and scorecards, that's specific and useful feedback. If you have more details on where those workflows fall short, reach out at help@cortex.io and we'll loop in the right people.

Appreciate you taking the time.

Verified User in Financial Services

Mid-Market (51-1000 emp.)

7/23/2026

"A Crucial AI Context Layer That Keeps Work Aligned"

4/5

What do you like best about Cortex?

In the age of AI, it can serve as a crucial context layer for agents. It helps ensure there’s no duplication of effort or code, keeping work aligned and avoiding unnecessary rework. Review collected by and hosted on G2.com.

What do you dislike about Cortex?

They’re a bit slow to implement feature requests. At times, there are crucial improvements that could be made to the platform, but the implementation tends to lag behind. Review collected by and hosted on G2.com.

Response from Tiffany Thain of Cortex

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Thank you for the review. As more of the SDLC gets automated, a context layer that keeps agents from duplicating work matters more, and it's good to see that playing out for your team.

We appreciate your feedback on feature request speed. If there's something specific you want prioritized, loop in your CSM directly or email help@cortex.io.