Jellyfish
JellyfishExternal reviews
415 reviews
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External reviews are not included in the AWS star rating for the product.
Clear Visibility Into Team Work and AI Rollout Effectiveness
What do you like best about the product?
Jellyfish really helps me understand where my teams are working and how effective our roll out of AI has been.
What do you dislike about the product?
Jellyfish can sometime be confusing when linked with complex jira projects and it takes some extra digging to find. Sometimes we also struggle with the accounting sides of the house. We had a $100k swing and we still can't seem to figure out why as we didn't have any changes on our side.
What problems is the product solving and how is that benefiting you?
Jellyfish helps us understand both our spend from what can and can't be capitalized, where we're spending our time, ktlo, infra, features, etc. It also has been great for us to understand how our AI tooling rollout has gone.
One Tool to Track Engineering Metrics and Improve Capacity Allocation
What do you like best about the product?
A single tool for tracking all engineering metrics. It’s been especially valuable for capacity allocation across key company initiatives.
What do you dislike about the product?
Not all tools can be connected, and some tool metrics are hidden in Metrics Explorer.
What problems is the product solving and how is that benefiting you?
It helps us make data-driven decisions about engineering and improves alignment between engineering and the business.
Jellyfish Made Software Cost Capitalization a Breeze for Accounting
What do you like best about the product?
Jellyfish took a complicated, manual process we had for capitalizing software development costs and made it a breeze for us in Accounting. Our old process of using timecards & tracking epics was very burdensome, taking atleast a full day of close to compile. With Jellyfish, at the click of a button I have all the data I need to book our monthly entry. The documentation Jellyfish provide has also been extremely helpful to communicate with our auditors on our processes and how everything works.
What do you dislike about the product?
None - Jellyfish has been amazing. I really have nothing bad to say.
What problems is the product solving and how is that benefiting you?
Prior to Jellyfish, we manually tracked our developers time spent on epics each month. This included calculating the costs associated with each epic & determining what was capitalizable versus non. Jellyfish automatically calculates the costs for us by interfacing with JIRA computing the FTEs for each epic. This has saved us at minimum a day during our close process.
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.
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.
Helpful Teams Tools, Insights, Metrics And AI
What do you like best about the product?
Tools and insights section and Metrics section in the Teams page is very helpful.
What do you dislike about the product?
Dashboard as unless someone stars anything nothing is visible. Maybe we can have this in a separate place. I feel dashboard is empty most of the time.
What problems is the product solving and how is that benefiting you?
We mainly focus on JIRA metrics and AI usage metrics. We can track teams as well as individuals in one place. Filter out all the works related to them like timeline, usage, started date and time, end date and time. A chart of these metrics is really useful.
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