Jellyfish
JellyfishExternal reviews
415 reviews
from
External reviews are not included in the AWS star rating for the product.
Insights that are actually useable
What do you like best about the product?
My favorite part of Jellyfish is providing an actually useable interface for interfacing with Jira. Much easier to high-level see what is going on with my teams.
What do you dislike about the product?
A little confusing at times to find the information I need.
What problems is the product solving and how is that benefiting you?
Helping me see metrics on projects and people.
Force-multiplying tool that provides actionable insights with minimal effort
What do you like best about the product?
- Amount of actionable operational metrics with easy configuration & integration setup
- Visualizations of data
- Software capitalization reporting capabilities
- Responsive customer support
- Visualizations of data
- Software capitalization reporting capabilities
- Responsive customer support
What do you dislike about the product?
Automated email progress reports are only limited to specific epic and not groups of epics/initiatives or entire portfolio.
What problems is the product solving and how is that benefiting you?
Jellyfish enables the organization to focus resources on analysis and meaningful action instead of on efforts to consolidate, manage, create and maintain reports and visualizations. The tool continually gets enhancements to better leverage all the data, which means we keep gaining new functionality and insights!
Understand the speed of development and AI-copilot adoption
What do you like best about the product?
The AI-Copilot analytics offer a powerful new lens into how generative AI is impacting development velocity. I appreciate how Jellyfish automatically attributes code contributions to AI-assisted work, allowing us to track adoption, usage trends, and productivity deltas over time. This is especially valuable for understanding how engineers are leveraging tools like GitHub Copilot and aligning that with velocity and cycle time.
What do you dislike about the product?
Would love to see Jellyfish go one step further and suggest actions to improve adoption or speed—e.g., identify low-adoption teams, flag where Copilot usage is correlated with higher velocity, and recommend enablement strategies based on that insight.
What problems is the product solving and how is that benefiting you?
Engineering and Developer Experience analytics
A huge fan of JellyFish
What do you like best about the product?
The visibility into project statuses and staff engagement/focus is a game changer. Driving some solid SCM and Jira hygiene to yield nearly fully automated DevFinOps CapEx reporting is a big time saver. The product team engages very well on feedback and opportunities to improve the product. I'd highly recommend.
What do you dislike about the product?
While JellyFish is doing great updating and adding some of the core features, sometimes the small stuff seems delayed which would help the usability. This is minor in comparison to the overall value JellyFish provides.
What problems is the product solving and how is that benefiting you?
DevFinOps and project allocation automation is great.
Jellyfish ROCKS
What do you like best about the product?
Jellyfish has saved me SO MUCH TIME. I used to gather everything from Jira. That included writing complex queries, exporting to excel, and then massaging that data to create the visuals I needed. I'm not great a writing jqueries, so it took way longer than it should have. Jellyfish literally does all of that and spits it out in beautiful visuals.
Update: I still love Jellyfish! They've done some great UI updates recently that really make it easy to use. Can't wait to see what else they give us in the coming months!
Update: I still love Jellyfish! They've done some great UI updates recently that really make it easy to use. Can't wait to see what else they give us in the coming months!
What do you dislike about the product?
I would love to see average velocity calculated. Jira doesn't do that any longer, so having an automated widget to view that would be great.
What problems is the product solving and how is that benefiting you?
We can see where we're at on any given deliverable. We can also really dig into team performance and fine-tune whatever is needed. We're also using it to help with CapEx calculation and Developer engagement, which has been hugely helpful.
Jellyfish is an awesome tool for getting insights into what your Engineers are actually doing.
What do you like best about the product?
Ease of use to drill in from the aggregate to the minute detail.
What do you dislike about the product?
Figuring out how to get adoption in a complex organization.
What problems is the product solving and how is that benefiting you?
Knowing if capacity is going to the intended investments.
Insight into how much unplanned work is occurring.
Understanding the actual cost of an initiative.
Insight into how much unplanned work is occurring.
Understanding the actual cost of an initiative.
Rich data with easily understood visuals
What do you like best about the product?
It provides a very rich set of cues as to what is going well and what can be improved. It manages to convey this at a glance and provides a helpful tool to see what might be overlooked in the day-to-day and provide further insight into development processes.
Being able to see where work is being performed and how much has also helped with more realistic resource allocation. We may plan for a certain amount of time to be spent on bugs or specific projects, but seeing the actual spread helps with adjusting plans and expectations.
Being able to see where work is being performed and how much has also helped with more realistic resource allocation. We may plan for a certain amount of time to be spent on bugs or specific projects, but seeing the actual spread helps with adjusting plans and expectations.
What do you dislike about the product?
If there is any downside it is the wealth of different displays and information. If you are looking for specific information, it might be a little tricky to find the exact dashboard you want, but you quickly become accustomed to the UI.
What problems is the product solving and how is that benefiting you?
Finding areas to improve in the software development process
Outstanding Metrics!
What do you like best about the product?
The most helpful option so far has been around PR metrics. Having the ability to identify time to completion as well as quality of review has been very helpful.
What do you dislike about the product?
I do not disklike anything particular. The only area I would like to see a little more granularity is around calendars. Seeing an ICs time spent on calendar events would be beneficial in cases time boxing needs to be discussed.
What problems is the product solving and how is that benefiting you?
It helps identify team cohesion, communication and performance gaps and then confirm with metrics when they have been corrected.
Useful insights, deep dive into data
What do you like best about the product?
I really like how data is summarized, and how you can deep dive into the details of it. This is pretty helpful for the managers, peers and even for my self; this helps on planning, tracking execution and performance.
What do you dislike about the product?
At first looked a bit overwhelming, but it's really easy to navigate and learn how to use everything.
What problems is the product solving and how is that benefiting you?
Keeping track of planned things and how they got executed; and personally, measure efficiency as well as the work done.
Great onboarding experience
What do you like best about the product?
The wide array of data points that lead us to understanding our delivery process in real-time with actionable insights.
What do you dislike about the product?
I'd love to find an API that allows me to export things like allocation data / graphics to present to a wider management team within a wider engineering-health scope.
What problems is the product solving and how is that benefiting you?
Better understanding our investment in technology and how we can match that to organizational goals and directives.
showing 81 - 90