Jellyfish
JellyfishReviews from AWS customer
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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.
Transforming Engineering Management with Data-Driven Insights
What do you like best about the product?
Jellyfish provides clear insights about resource allocation and team performance. The integration with Jira and GitHub allows for seamless data aggregation, giving me a comprehensive view of my team’s work without the need for manual tracking.
What do you dislike about the product?
Steep learning curve for new users, but you will get used to it after few days of active use
What problems is the product solving and how is that benefiting you?
Jellyfish provides a clear breakdown of how engineering resources are spent, helping us identify inefficiencies and optimize allocation across teams and projects
Great for Tracking and Visibility
What do you like best about the product?
Jellyfish makes it easy to see where engineering efforts are going. The dashboards provide clear insights into team priorities, work breakdown, and progress toward goals. It’s great for transparency and aligning with business objectives.
What do you dislike about the product?
My only gripe is that some metrics feel more leadership-focused than relevant for day-to-day engineering work, but overall it’s a solid tool for visibility and tracking.
What problems is the product solving and how is that benefiting you?
Jellyfish helps our team stay aligned with business priorities by providing clear visibility into workload distribution, project progress, and resource allocation.
Very interesting to get all data per team and be able to compare in a glimpse
What do you like best about the product?
Quick update and track of individual performance
What do you dislike about the product?
Data is useful but have to be careful to not just stop there as many factor determine a developer efficiency
What problems is the product solving and how is that benefiting you?
Regrouping all stats gathered from circleCi, github and jira
Jellyfish use in my daily activities
What do you like best about the product?
Outstanding integration with Jira and easy-to-read DORA metrics for engineer management. Also, customer support from their team.
What do you dislike about the product?
Better integration with AWS and Github to reatrieve deployment metrics.
What problems is the product solving and how is that benefiting you?
Updated DORA metrics from my team and individual contributors. Accurate velocity.
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