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Jellyfish

Jellyfish

Reviews from AWS customer

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External reviews

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    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.


    Accounting

Makes accounting life easier!

  • May 21, 2025
  • Review provided by G2

What do you like best about the product?
From an accounting perspective, we've had great success with Jellyfish. It makes all of our financial reporting easy. The system is easy to navigate, the data is easy to update and reports are easy to find and run. We use Jellyfish to track capitalizable versus non-capitalizable work, and pull the data quarterly to record in our financials. We also use Jellyfish data for R&D tracking for our tax returns, R&D filings, etc. and have had no problems obtaining what we need from the system. Auditors and tax professionals seem to like the level of supporting documentation that Jellyfish provides.
What do you dislike about the product?
Minor issue, but it would be really nice to be able to update salaries on a mass scale, versus 1 by 1. Maybe this is available and we just don't know how to do it - but I haven't seen anything that looks like it would work for this task.
Otherwise though, no issues and we really like using Jellyfish for its usability and reliability.
What problems is the product solving and how is that benefiting you?
Tracking and calculation of capitalizable internal software development


    Information Technology and Services

Experience with Jellyfish

  • May 21, 2025
  • Review provided by G2

What do you like best about the product?
My favorite feature is the ability to integrate with Jira data
What do you dislike about the product?
More customizations to allow for granular dashboards.
What problems is the product solving and how is that benefiting you?
Metrics, delivery, and efficiencies


    Information Technology and Services

Amazing and Smooth

  • May 21, 2025
  • Review provided by G2

What do you like best about the product?
Metrics, numbers and ease of use for all
What do you dislike about the product?
manual set up and some metrics need to be redifined
What problems is the product solving and how is that benefiting you?
Numbers and Metrics make it easy and automated


    Becky C.

Great Product and Great Partner

  • May 20, 2025
  • Review provided by G2

What do you like best about the product?
We love the insights Jellyfish provides and the continuous improvement they are making to deliver value at such a rapid pace. We feel like they truly listen every time we provide feedback on the product - they are a great collaborative partner who have really helped us better understand how our teams are doing.
What do you dislike about the product?
It can be every limited on certain metrics/configuration settings, but they are working to add additional customizable features that we are very excited for
What problems is the product solving and how is that benefiting you?
Uncovering where we are struggling and where we can improve. Without collating all the data from multiple tools, we would never have the insights we have today because of Jellyfish


    Christine K.

I love Jellyfish and the insights of the projects I am working on

  • May 16, 2025
  • Review provided by G2

What do you like best about the product?
Seeing each projects and who spent how much time on each epic
What do you dislike about the product?
Can't see both of my engineering teams in one dashboard view
What problems is the product solving and how is that benefiting you?
seeing the projects and time spent on each project as well as status


    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.


    Tyrone F.

Jellyfish is a must

  • May 15, 2025
  • Review provided by G2

What do you like best about the product?
It saves us within the Finance team a ton of time, and its extremely easy to use.
What do you dislike about the product?
The reports sometimes take some time to generate
What problems is the product solving and how is that benefiting you?
Capitalization of our Software development


    Computer Software

Amazing tool and Keeps getting better

  • May 12, 2025
  • Review provided by G2

What do you like best about the product?
From our first call with the team about purchasing we were impressed. Their onboarding team did a fantastic job bringing us online with the tool and training our teams. The tool has been fantastic at bringing to light the areas and teams we need to focus our efforts on.

Lastly its really impressive to see the features that they have launched in less than 6 months. Really goes to show the level of company they are!

Highly Recommend
What do you dislike about the product?
Currently I dont see a lot of value from the dashboard/compass. As a leader of many teams, I want to see where the issues are across all teams in a single pane of glass.
What problems is the product solving and how is that benefiting you?
Analyzing the teams we have and highlighting where we need to improve.