Jellyfish
JellyfishReviews from AWS customer
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All Key Metrics in One Place for Intuitive, Aligned Team Performance
What do you like best about the product?
What I like best about Jellyfish is how it brings all the key metrics and insights into one place, making it super easy to track our team’s performance. It’s intuitive and really helps us understand where we’re excelling and where we can improve. It makes planning and decision-making so much smoother, and I love how it keeps everyone aligned on goals.
What do you dislike about the product?
What I dislike about Jellyfish is that some of the reports and dashboards could be more customizable. While the default views are helpful, it would be great to have more flexibility in how we can filter and display certain metrics. Additionally, some of the data syncs take a bit longer than expected, which can sometimes cause delays in real-time tracking.
What problems is the product solving and how is that benefiting you?
Jellyfish is solving the problem of lack of visibility into engineering performance and progress. Before using it, it was harder to get a clear, data-driven view of how our team was performing across different sprints. Now, Jellyfish helps us track key metrics like cycle time, throughput, and sprint velocity in one place.
This has been a huge benefit because it allows us to identify bottlenecks early, make more informed decisions about priorities, and align the team on goals. It’s also helped us improve team efficiency and planning accuracy, which ultimately leads to faster and more predictable delivery.
This has been a huge benefit because it allows us to identify bottlenecks early, make more informed decisions about priorities, and align the team on goals. It’s also helped us improve team efficiency and planning accuracy, which ultimately leads to faster and more predictable delivery.
Comprehensive Insights with Room for Customization
What do you like best about the product?
I use Jellyfish to track engineering productivity and delivery across teams. It gives me visibility into AI usage, Jira tickets, pull requests, and PR analytics through clear graphs and reports. It also helps me to understand team allocation, investment, and delivery performance across multiple projects, making planning and decision making more data-driven. What I like most about Jellyfish is how it brings everything into one place. Having Jira, PR data, AI usage, and team-level insights with clean graphs makes it much easier to understand what's happening across projects and teams without digging through multiple tools. I really like how Jellyfish makes complex engineering data easy to understand. The initial setup was straightforward, and integrating it with other tools was smooth.
What do you dislike about the product?
At times, the amount of data can feel a bit overwhelming, and it takes some time to get used to how certain metrics are calculated. More customization options and simpler onboarding would make the experience smoother.
What problems is the product solving and how is that benefiting you?
I use Jellyfish to track engineering productivity, providing visibility into AI usage, Jira tickets, and team allocation with clear graphs, making planning and decision-making data-driven.
Revolutionized Our Capacity Planning
What do you like best about the product?
I like Jellyfish for its actionable engineering insight recommendations that guide improvement. The initial setup was smooth, which made the transition easier. The way it reveals true team capacity helps with better capacity planning.
What do you dislike about the product?
I wish there was an expanded template library.
What problems is the product solving and how is that benefiting you?
Jellyfish helps identify process inefficiencies and suggests improvements. It solves poor capacity planning by revealing true team capacity for better planning, and provides actionable engineering insight recommendations that guide improvement.
Fast Setup, Simplifies KPI Reporting
What do you like best about the product?
I used the Jellyfish platform to build consistent dashboards and KPIs like DORA and SPACE. Jellyfish helps solve problems like manual, time-consuming reporting and reduces manual reporting work. The initial setup of Jellyfish was fast.
What do you dislike about the product?
More affordable pricing tiers need
What problems is the product solving and how is that benefiting you?
Jellyfish helps solve manual, time-consuming reporting and reduces manual reporting work.
Seamless Work Tracking and Real-Time Team Insights
What do you like best about the product?
What I like most about Jellyfish is how it brings everything into one place. Having Jira tickets, PR data, AI usage, and team-level insights presented with clean graphs makes it much easier to understand what’s happening across projects and teams, without having to dig through multiple tools.
What do you dislike about the product?
Some reports and metrics take time to fully understand, and the sheer volume of data can feel overwhelming at times. I think the overall experience would improve with more customization options and clearer, more straightforward explanations in certain dashboards, especially where the information is dense.
What problems is the product solving and how is that benefiting you?
Jellyfish addresses the problem of scattered engineering data by bringing Jira activity, pull requests, AI usage, and delivery metrics into a single, unified view. It helps teams and leadership better understand where time and investment are going, which makes planning and delivery decisions more data-driven and transparent.
Boosts Team Performance with Intuitive Dashboards
What do you like best about the product?
I like tracking productivity, visualizing performance, and resource planning with Jellyfish. It helps with delivery velocity and work allocation, provides a dashboard, connects engineering efforts, and helps spot delays. I also appreciate the clean interface and the visualized dashboard.
What do you dislike about the product?
almost everything is good
What problems is the product solving and how is that benefiting you?
I use Jellyfish to measure team performance and AI usage, track productivity, visualize performance, manage delivery velocity, and streamline work allocation. It provides a dashboard that connects engineering efforts and helps spot delays, which makes resource planning more effective.
Aligns Engineering with Business Priorities
What do you like best about the product?
I like that Jellyfish provides better forecasts and fewer surprises. It saves me time with its quick initial setup.
What do you dislike about the product?
I feel the need for deeper root causes analysis could be improved in Jellyfish.
What problems is the product solving and how is that benefiting you?
I use Jellyfish for resource allocation analysis to see where engineering effort is spent and align it with priority, solving misalignment between engineering and business goals. It provides better forecasts and fewer surprises.
Highly Accurate Delivery Forecasts with Seamless Tool Integration
What do you like best about the product?
I use Jellyfish for delivery predictability, predicting delivery risks, and forecasting timelines based on historical data. I like that it consolidates information from tools like Jira, GitHub, and GitLab, providing unified tool data that makes it valuable. The initial setup of Jellyfish was fast.
What do you dislike about the product?
I think Jellyfish could improve with better real-time data freshness.
What problems is the product solving and how is that benefiting you?
I use Jellyfish for delivery predictability, helping me forecast delivery dates more accurately by using historical data. It consolidates information from Jira, GitHub, and GitLab, which I really like.
Turns Raw Data into Actionable Productivity Insights
What do you like best about the product?
I like that Jellyfish helps with data-driven decision making and turns raw activity into meaningful productivity insight. The setup process was fast, which was a relief.
What do you dislike about the product?
I think the dashboard could be easier to navigate. Reducing its complexity would definitely help.
What problems is the product solving and how is that benefiting you?
Jellyfish turns raw activity into meaningful productivity insight, and supports data-driven decision making.
Clear Insights, Needs Smoother Onboarding
What do you like best about the product?
I like Jellyfish because it provides clear visibility into engineering work, allowing me to see actual activity across teams. This visibility gives me valuable engineering productivity insights, helping me understand how the team works and where bottlenecks occur.
What do you dislike about the product?
I find the initial setup could be smoother, with better guidance for new users.
What problems is the product solving and how is that benefiting you?
I use Jellyfish for engineering productivity insights, understanding team workflows, bottleneck identification, and clear visibility into engineering activities across teams.
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