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Jellyfish

Jellyfish

Reviews from AWS customer

1 AWS reviews
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5-star reviews ( Show all reviews )

    Airlines/Aviation

Powerful tool that allows you to make decisions based on data.

  • June 16, 2025
  • Review provided by G2

What do you like best about the product?
Personally, I like to make decisions based on data rather that a "feeling". This tool helps me dig into the data to really see what is happening and then make better decisions.

In this modern age and scale of my organization it is essential that you have the right tooling in place

Super easy to use
What do you dislike about the product?
I would like to be able to build more custom metrics.
It not a dislike, but i find that it is essential that you understand the principles of engineering best practice before using the data. The data in the wrong hands could cause issues. Take it with a pinch of salt.
What problems is the product solving and how is that benefiting you?
Data based decisions
Engineering Efficiencies
Product Portfolio


    David P.

Essential tool for data-driven engineering decision making

  • May 27, 2025
  • Review provided by G2

What do you like best about the product?
Simplified setup: Implementation was surprisingly straightforward and quick
Exceptional technical support: The accompaniment from Jellyfish's technical services team has been excellent throughout the entire process
Advanced functionality: Particularly noteworthy is the new functionality to measure GitHub Copilot adoption and impact, which is proving crucial for our AI adoption plan
Actionable insights: The data allows us to identify specific improvement opportunities and measure the impact of implemented changes
What do you dislike about the product?
While Jellyfish provides excellent out-of-the-box dashboards and analytics, I would appreciate more flexibility to create custom operational reports on my own. Currently, most reporting customization requires going through their support team or using their standard templates. Having a more robust self-service report builder or additional customization options for operational metrics would make the platform even more powerful for organizations with specific reporting needs.
What problems is the product solving and how is that benefiting you?
Jellyfish has provided us with the deep visibility we needed into our development teams. Before implementing the tool, we were making organizational and process decisions based on subjective perceptions. Now we have objective metrics and real data to map engineering behaviors across our entire organization.


    Karen C.

Tool provides valuable insight into our engineering performance

  • May 27, 2025
  • Review provided by G2

What do you like best about the product?
It is great working with the Jellyfish team. They are quick to respond to questions and provide one on one help when needed. They have many new features coming in that we are very excited to implement and start using. Our squads rely on these metrics to provide insight into what is and isn't working well.
What do you dislike about the product?
It takes a little bit to figure out where to find certain information. But it is all good once you do understand where the different metrics are located.
What problems is the product solving and how is that benefiting you?
Provides information on where we are spending resources. Helps in the planning and accounting processes.


    Computer Software

Great insights into how your Engineering department and teams are doing!

  • May 27, 2025
  • Review provided by G2

What do you like best about the product?
The UI is very intuitive, easy to set up and the features are very comprehensive.
What do you dislike about the product?
It would be nice to have the ability to attribute certain events that can be added to a team's delivery page that have impacted delivery to build up notes over a quarter to create a narrative that's accessible in the tool.
What problems is the product solving and how is that benefiting you?
Giving me clear insights into how our Engineering department or a given team is doing and where our bottlenecks are. It's really useful to kickstart discussions based on what the data is showing us in Jellyfish.


    Jake C.

Incredible Tool Providing Actionable Insights

  • May 22, 2025
  • Review provided by G2

What do you like best about the product?
Jellyfish is easy to use once it is configured for your environment. Set up is easy and straightforward. If you can capture it in Jira, it can be surfaced in Jellyfish. Our primary use case was borad-level insights and reporting. It was trivial to add the necessary metadata to Jira, allowing us to slice-and-dice the data as needed to present different views of resource allocation (e.g., by functional area, business area, etc.) for board presentation. Our seconday use case was Software Cost Capitalization. Again, this was easy to set up and the resultant data was clear, concise, and able to be used directly with our financial reporting.
What do you dislike about the product?
Jellyfish's pricing model is a per-seat model for engineers making contributions to the product. This means that the annual cost increases as the team size grows. Jellyfish maintains that ALL engineers can benefit from logging into the system so, in that case,a per-seat charge might make sense. However, if your use-0case is such that only a handful of users (e.g., CTO, VPEs, Product Leaders) login to Jellyfish, a per-login model might be more palatable.
What problems is the product solving and how is that benefiting you?
Our biggest concerns were with board-level reporting and software cost capirtalization. Jellyfish is completelt meeting that need.


    Navneet K.

I love the quick visuals and dashboard to see how our team is doing

  • May 21, 2025
  • Review provided by G2

What do you like best about the product?
I like how I can quickly see the progress of work, the productivity and the main ideas that were the key themes for a given period of time.
What do you dislike about the product?
Lacking ability to integrate within existing products, but thats an issue with many other similar platforms.
What problems is the product solving and how is that benefiting you?
It gives a quick and deep view into the development work and how it ties to investments. Helps highlight areas that are not contributing to KPI and ability to quickly break them apart.


    Hospital & Health Care

Excellent Tool that Had Immediate Impact Identifying Team Workflow Problems

  • May 21, 2025
  • Review provided by G2

What do you like best about the product?
Fantastic metrics that shows how time was spent at the team and developer level vs what was planned.
What do you dislike about the product?
It's hard to keep up with all the tooling behind the different menus but the core features I use I can't live without.
What problems is the product solving and how is that benefiting you?
With a product team there is a constant flood of feature work, tech debt, bugs, refactoring work where it's hard to see in the trenches where the time goes Sprint to Sprint. With Juellyfish pulling in Github and JIRA metrics, it identifies where work enters the Sprint that should not have and where prod support tickets or poorly refined work needs an update in our process. Jellyfish dashboards are the core metrics for our team's Retro and Sprint Reviews.


    Fernando P.

Powerful Insight into Engineering Work with Jellyfish via Emburse

  • May 21, 2025
  • Review provided by G2

What do you like best about the product?
We've been using Jellyfish through Emburse over a year, and it has become an incredibly valuable tool for our team. It provides clear visibility into the progress of epics, tracks developer activity, and offers comprehensive insights into our engineering operations.

What makes Jellyfish especially useful is its ability to align engineering work with business priorities. We can easily monitor how time is spent across projects and identify where efforts are being focused. The integration with our existing systems was smooth, and the interface is intuitive and informative .

Thanks to Jellyfish, we now have greater confidence in our delivery pipeline and can make data-driven decisions more effectively. It's an essential part of our toolkit for tracking performance and progress across development teams.

Highly recommended for any team looking to improve transparency, accountability, and strategic planning within their engineering organization.
What do you dislike about the product?
We haven't encountered anything we dislike about Jellyfish so far. The platform has been reliable, intuitive, and consistently valuable in helping us track and manage our engineering work. It integrates well with our existing tools and meets our needs effectively.
What problems is the product solving and how is that benefiting you?
Jellyfish helps us solve the challenge of visibility and alignment across our enginering teams. By tracking progress on epics, developer contributions, and overall workload distribution, it ensures that our efforts are focused on the right priorities. This has improved our ability to plan, allocate resources efficiently, and make informed decisions backed by real-time data. The result is better collaboration, clearer reporting, and stronger alignment between engineering work and business goals.


    Marketing and Advertising

Extremely Powerful Tool with Great Support

  • May 15, 2025
  • Review provided by G2

What do you like best about the product?
"Where are we spending our effort?" is an insidiously complex question to answer for most software development shops. Jellyfish transforms this tonnage into some initial setup and a reasonable monthly cost.

- Very Little Changes for your Teams: If your team is following some basic work structure and change management best practices, then you are already generating the signals Jellyfish needs to do what it does.

- Extremely Valuable Insights: Once the data is flowing, most of the metrics simply begin to spool out. It can take some time for these to be useful for trend analysis, but since the views it gives you are pretty hard to get any other way, there are often some immediately identifiable low-hanging fruit.
What do you dislike about the product?
- Even when you're following industry best practices, there are always going to be some nuances to how people work which can require several rounds of review to nail.

- The amount of data Jellyfish uses is massive, and so it can be difficult to validate that it's all being sent over and\or ingested correctly.
What problems is the product solving and how is that benefiting you?
- Where are we putting our engineering effort? Does it align with our expressed priorities?
- What is getting in the way of efficient delivery? Do we have support, dependency, incident, or other emergent work problems?
- How much of our effort can be capitalized?
- Are there areas in our development lifecycle, CI\CD, or other processes\systems which are creating friction?


    Eduardo B.

Powerful Visibility and Alignment Tool for Product & Engineering Teams

  • May 15, 2025
  • Review provided by G2

What do you like best about the product?
Jellyfish clarifies how our engineering initiatives align with the company's strategic objectives. The integration with Jira and Git is smooth, and the visualizations greatly assist in conveying priorities among stakeholders. We can effortlessly track the time allocated to customer work, technical debt, and innovation. Additionally, it serves as a valuable tool for quarterly planning and post-mortem evaluations.
What do you dislike about the product?
Although the product is powerful, the onboarding process requires some adaptation—particularly in grasping the effects of tagging and categorization. The learning curve is beneficial, but enhanced in-app guidance or tooltips would be advantageous.
What problems is the product solving and how is that benefiting you?
Jellyfish assists in tackling critical questions such as, "Are we focusing on the right priorities?" and "How are we utilizing our engineering resources?" This tool is particularly beneficial for aligning leadership amongst Product, Engineering, and Finance teams. It has minimized friction during roadmap discussions and has enhanced our confidence in resource distribution.