Jellyfish
JellyfishReviews from AWS customer
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Extremely Powerful Tool with Great Support
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.
- 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.
- 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?
- 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?
Powerful Visibility and Alignment Tool for Product & Engineering Teams
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.
Jellyfish is a must
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
Amazing tool and Keeps getting better
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
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.
Help to reduce time on getting team metrics
What do you like best about the product?
I can easy review the sprint which separated by type and status.
What do you dislike about the product?
Just small limitation when team work with multiple project, the metrics may not count for all, but this is main logic of team metrics, so it is still ok.
What problems is the product solving and how is that benefiting you?
Summary team metrics and integrated with Jira
From Chaos to Clarity: Jira Metrics Under the Microscope
What do you like best about the product?
• Comprehensive Visibility into Engineering Work
Jellyfish excels at aggregating data from tools like Git and Jira to provide a clear, high-level view of engineering operations. This helps leaders align engineering efforts with business goals
• Powerful and Intuitive Dashboards
Users appreciate the detailed dashboards that allow them to drill down into specific metrics, such as team velocity, story point progress, and project health
• Strategic Resource Allocation
The platform helps organizations understand how engineering time is distributed across initiatives, making it easier to prioritize and optimize resource use
• Helpful for Tracking Team Efficiency
Many users find Jellyfish useful for tracking team performance, identifying bottlenecks, and improving delivery timelines
• Excellent Customer Support
Reviewers frequently mention Jellyfish’s responsive and knowledgeable support team, which helps tailor the platform to specific business needs
Jellyfish excels at aggregating data from tools like Git and Jira to provide a clear, high-level view of engineering operations. This helps leaders align engineering efforts with business goals
• Powerful and Intuitive Dashboards
Users appreciate the detailed dashboards that allow them to drill down into specific metrics, such as team velocity, story point progress, and project health
• Strategic Resource Allocation
The platform helps organizations understand how engineering time is distributed across initiatives, making it easier to prioritize and optimize resource use
• Helpful for Tracking Team Efficiency
Many users find Jellyfish useful for tracking team performance, identifying bottlenecks, and improving delivery timelines
• Excellent Customer Support
Reviewers frequently mention Jellyfish’s responsive and knowledgeable support team, which helps tailor the platform to specific business needs
What do you dislike about the product?
Users often mention that Jellyfish lacks flexibility when it comes to customizing dashboards and reports to fit specific organizational needs
• Steep Learning Curve
Some teams find the initial setup and understanding of the platform complex, especially when integrating with tools like Jira or GitHub
• Offline Work Not Tracked
Activities like meetings or offline discussions aren’t captured by the system, which can lead to gaps in understanding actual engineering effort
• Data Interpretation Can Be Tricky
While the platform provides a lot of data, some users find it difficult to interpret certain metrics—like carryover or velocity—without additional context
• Steep Learning Curve
Some teams find the initial setup and understanding of the platform complex, especially when integrating with tools like Jira or GitHub
• Offline Work Not Tracked
Activities like meetings or offline discussions aren’t captured by the system, which can lead to gaps in understanding actual engineering effort
• Data Interpretation Can Be Tricky
While the platform provides a lot of data, some users find it difficult to interpret certain metrics—like carryover or velocity—without additional context
What problems is the product solving and how is that benefiting you?
• Improved Strategic Alignment: You can ensure engineering efforts directly support business goals, making it easier to justify investments and report on impact.
• Faster, Smarter Decisions: With real-time insights, you can proactively address issues, reallocate resources, and adjust priorities.
• Better Team Performance Tracking: You gain a nuanced view of team dynamics, helping you coach more effectively and support team growth.
• Increased Transparency: Stakeholders across the organization can see what engineering is working on and why it matters.
• Reduced Operational Overhead: By automating reporting and analysis, Jellyfish frees up time for engineering leaders to focus on strategy and people.
• Faster, Smarter Decisions: With real-time insights, you can proactively address issues, reallocate resources, and adjust priorities.
• Better Team Performance Tracking: You gain a nuanced view of team dynamics, helping you coach more effectively and support team growth.
• Increased Transparency: Stakeholders across the organization can see what engineering is working on and why it matters.
• Reduced Operational Overhead: By automating reporting and analysis, Jellyfish frees up time for engineering leaders to focus on strategy and people.
Useful insights
What do you like best about the product?
Numerous in-depth dashboards, which offer the possibility to drill down to the sources of the data collected
What do you dislike about the product?
Sometimes the metrics are not evident, or it is not clear how they are calculated.
What problems is the product solving and how is that benefiting you?
Monitor team performance and identify potential for improvements
As a eng team's PM I use Jellyfish occasionally to review stats on progress
What do you like best about the product?
The dashboards and different visualizations (i.e. progress bars - per story points or tasks).
What do you dislike about the product?
When creating a personal dashboard in the Home tab, it is impossible to look up certain epics (to be starred). When searching for them by title, they do not appear.
What problems is the product solving and how is that benefiting you?
Giving me an overview of my team's progress, productivity of each individual, comparison across teams.
A very useful tool for analytics
What do you like best about the product?
The intuitive dashboards make everything so easy to use!
What do you dislike about the product?
The system has so many features and some of them are not something that my team needs, I'd like an options to hide those features for a cleaner UI.
What problems is the product solving and how is that benefiting you?
Tracking what kind of tasks are being worked on in my department.
Fantastic way to observe where one is allocating one's money
What do you like best about the product?
The way one can see the investments made by team and department
What do you dislike about the product?
The app feels slow sometimes which could be frustrating
What problems is the product solving and how is that benefiting you?
Visibility to what the teams are doing. Also understand the allocation / investment made in each team by work type.
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