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What is Jellyfish?

Jellyfish is an Engineering Management Platform that enables engineering leaders to align engineering work with strategic business objectives. By analyzing engineering signals and contextual business data, Jellyfish provides complete visibility into engineering organizations, the work they do, and how they…

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Recent Reviews

TrustRadius Insights

Jellyfish is a versatile tool that has proven to be highly valuable for various use cases. Customers have found that Jellyfish helps them …
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Product Demos

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Product Details

What is Jellyfish?

Jellyfish Video

$71M Series C | Funding Announcement

Jellyfish Technical Details

Operating SystemsUnspecified
Mobile ApplicationNo
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Reviews and Ratings


Community Insights

TrustRadius Insights are summaries of user sentiment data from TrustRadius reviews and, when necessary, 3rd-party data sources. Have feedback on this content? Let us know!

Jellyfish is a versatile tool that has proven to be highly valuable for various use cases. Customers have found that Jellyfish helps them gain insights into their engineering teams' velocity and identify areas for improvement. It allows businesses to measure predictability, track unplanned work, and assess team collaboration across different initiatives. By aggregating data from all teams, Jellyfish provides a comprehensive view of where engineering efforts are allocated, whether it's on strategic initiatives, operations, or issue resolution. Users appreciate the platform's ability to spot performance gaps and leading indicators that were previously difficult to identify.

Jellyfish's extensive metrics and reporting capabilities are highly regarded by customers. The automation feature streamlines the cost cap process, saving valuable time and effort in financial management. The software also provides a comprehensive and intuitive interface for tracking project deliverables, ensuring timely completion and high-quality outcomes. Users find value in Jellyfish's ability to recognize efficiencies and inefficiencies in their processes and share progress with others in the organization. Additionally, Jellyfish enables accurate estimation of project costs and helps allocate engineering costs to business objectives.

Many users rely on Jellyfish to support the scaling of their engineering teams while effectively monitoring sprint health, work allocation, and individual productivity. While users are still in the process of exploring its potential benefits, they appreciate the easy access to important metrics and insights that Jellyfish provides. The software serves as a central platform for analyzing and visualizing data related to product development and planning. Users depend on Jellyfish to confirm work allocation aligns with company objectives, facilitate retrospectives and reviews, and track the status of key initiatives.

Jellyfish simplifies the calculation of software capitalization costs without the need for timesheets, freeing up time for other important tasks. Its integration with JIRA and other tools enhances task tracking and prioritization, improving overall productivity. Users also find value in Jellyfish's assistance in keeping track of the business categories they are working on. The software aids in allocating engineering resources effectively and balancing time between new features and support/maintenance.

With Jellyfish, users gain valuable insights into cycle times for tickets and cross-team performance, helping them identify areas for improvement. They also appreciate the operational metrics feature, which offers valuable insights into team performance and supports data-driven decision-making. Jellyfish empowers engineering teams by providing tools for tracking and analyzing metrics, allowing for more autonomous decision-making. Moreover, Jellyfish helps align engineering efforts with business goals and makes engineering efforts visible to the entire organization.

The platform visualizes epic deliverables, metrics, and allocations, facilitating capitalization tracking and spend monitoring. Jellyfish resolves transparency issues in work allocation, providing clarity and visibility. The increased transparency through Jellyfish enables informed decision-making and continuous improvement.

Leadership members rely on Jellyfish to assess time allocation, track milestones and release dates, and provide proactive support for metric setup. The software provides insights into investment category breakdowns and helps identify areas where time is spent most. Serving as a one-stop shop for tracking metrics, work allocation, productivity, and progress of epics, sprints, and teams, Jellyfish supports planning, forecasting, resource management, work allocation, and resource-focused areas.

Users find the dashboard in Jellyfish to be a convenient overview of ongoing activities. It effectively measures engineering activity, identifies areas for improvement, and enhances efficiency and workflows. Engineering managers benefit from the insights provided by Jellyfish, helping them catch unspoken blockers, manage unplanned work, and track productivity and quality metrics.

Jellyfish provides valuable team and org-level metrics for operational tuning and comparing performance to industry benchmarks. Users appreciate the visibility and insights provided by Jellyfish as it makes it easier to identify efficiencies, problem areas, and improvement opportunities. By improving sprint predictability and tracking the impact of process changes, Jellyfish increases the integrity of sprints and enables data-driven decision-making.

The tool decreases the time needed to gain insights about team productivity, time allocation, and process improvements. Users find value in its ability to gather metrics so that teams can focus on improving their work while providing transparency to stakeholders. With its flexibility and helpful support team resolving support requests promptly, Jellyfish is considered ideal for medium to large enterprises.

In summary, key use cases of Jellyfish include measuring engineering activity, identifying weaknesses promptly for timely fixes, balancing investments and measuring ROI accurately. Users rely on Jellyfish for insightful team analytics that help align efforts with business goals, track project work and investment size, and facilitate data-driven decision making. The software's ability to provide transparency, automate processes, and streamline workflow makes it an invaluable tool for engineering teams striving for continuous improvement.

Powerful and valuable analytics platform: Users find Jellyfish's analytics platform to be powerful and valuable for measuring employees' efficiency and gaining deep visibility into activities. It enables informed decision-making and streamlines workflows. Several reviewers have expressed their appreciation for the level of detail and granularity in Jellyfish's analytics, which allows them to expose areas for improvement and track changes easily at both the organizational and team levels.

Meaningful metrics for measuring engineering productivity: The tool provides meaningful metrics for measuring engineering productivity, allowing for data-driven improvements and the ability to identify areas of improvement and pain points. Many users appreciate the ability to track where teams are focused and how engineering time is being spent. Jellyfish provides insights into teams and individual metrics, enabling managers to make informed decisions about resource allocation.

Visibility into resource allocation: Users value Jellyfish's ability to provide clarity to the executive team and the board about where the team's bandwidth is being used, allowing engineering and product leaders to focus on strategy and people rather than administration. Additionally, Jellyfish enables measurement of engineering productivity in a way that users feel is not possible with any other software. It aggregates data from multiple sources and delivers value beyond the engineering organization, benefiting product, finance, and program management.

Confusing User Interface: Several users have expressed frustration with the user interface of Jellyfish, finding it confusing and hard to navigate. They mention that it relies on memorization rather than being intuitive, making tasks difficult for them.

Limited Integration Options: Some users have mentioned a desire for integration with Outlook in Jellyfish, as the platform currently only supports integration with Google Calendar. This limitation prevents them from fully utilizing their preferred email and calendar system within Jellyfish.

Lack of Customization Options: Users have mentioned a lack of flexibility and customization options for certain features in Jellyfish. They express a desire for more control over how they can tailor the tool to meet their specific needs and workflows.


(1-3 of 3)
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Score 7 out of 10
Vetted Review
Verified User
Jellyfish is a platform that helps the company I work for gain full visibility across all types of work. What we loved the most was the variety of insights Jellyfish provided, which helped to increase communication and visibility between managers and their teams... ultimately, this drove critical alignment. The fact that Jellyfish can integrate with other tools that we use consistently across the board made the decision to implement Jellyfish easy. Overall, this is a great product for a better understanding of how engineering and product come together. Jellyfish looks more holistically at what engineering is working on and how it ties back to the overall roadmap and big-picture goals.
  • Helps understand where time is being spend across our organization.
  • Integrate-able with other platforms/software we use daily.
  • Provides a variety of insights and metrics necessary to perform work.
  • Great customer service!
  • UI and navigation aren't very intuitive and require additional research before being able to use.
  • The individual developer metrics are not very useful and make the interface feel cluttered.
  • Overall, it takes time for the end-user to truly learn how to use the platform and navigate. There is so much information/data available that although the above is a con, we felt it still made sense, despite the learning curve.
Jellyfish allows us to understand the allocation of our efforts without time tracking. We are also able to integrate this platform with our existing ticket tracking system and can see analytics instantly! Jellyfish works well for our teams because it has an opinionated view. Jellyfish understands that the metrics for an engineering team should help you understand what your organization values and is actively working on. We can use Jellyfish in a strategic way compared to other tools like this.
  • Easy setup and takes time to learn, but overall easy to use one you get the hang of it.
  • Strategic roadmapping.
  • Return on Investment increased.
GitHub provided a lot of issues for us from an end-user point of view. Overall, Jellyfish is more intuitive; although it does come with its struggles and downfalls, these are something that just takes time to figure out. GitHub was more focused on developing metrics ONLY, and a lot of these metrics were black and white, which resulted in a failure to analyze the bigger picture. GitHub's metrics were mostly unreliable. After using Jellyfish for the past 2ish years, we love it so much better. Despite the learning curve to understand how to use the interface, overall, this provides so much more insights and analytics in a way that allows us to be strategic with our business goals.
Sanjit Prasad | TrustRadius Reviewer
Score 10 out of 10
Vetted Review
Verified User
Jellyfish has helped us save several hours of work each month for leaders. It incorporates detailed metrics that give us an idea about how the Scrums can be improved and boost team performance. It gives us a holistic picture of data collected from various systems regardless of the tech stack teams use. It is way better than other vendor products available in terms of customization it offers for organizing things when necessary.
  • Jellyfish can collect data from various development teams and provide analysis without intervention.
  • It is lightweight, easy to configure, and provides accurate, intelligent predictions.
  • The jellyfish team is wonderful, knowledgeable, and practical in resolving our queries.
  • It does not provide features to check metrics in shorter duration periods.
  • It can be better if it has an integration with Jira.
  • Folks need to do some work in terms of configuration for using Jellyfish at best.
  • It is an excellent time to work with Jellyfish. It has helped us grow our team efficiency at work.
  • The documentation is great to start working with the product.
  • We are encouraged to expand our work with Jellyfish and use it to the fullest.
Score 8 out of 10
Vetted Review
Verified User
We use Jellyfish as an additional tool to help us define and refine our engineering squad metrics. It is very useful because it integrates with other tools like for example, Jira and GitHub. This makes our metrics have a more ample spectrum of metrics coverage in one place.
  • Integration with Jira.
  • Integration with GitHub.
  • Friendly UI.
  • Easy to read.
  • Sometimes understanding the metrics is not simple.
  • Sometimes there are no clear explanations no how calculations ran.
  • Keep improving the UI.
I really recommend using Jellyfish; if this is something that your company is looking for, definitely give it a try. The Jellyfish team is also very responsive and supportive while updating, changing, or modifying required data. Having metrics from different tools in one place is very useful, especially when you have several engineering teams.
  • It is easy to identify waste within our processes.
  • It is not cheap but not super expensive.
  • Great way to see engineering overall results and measure.
The really cool thing about Jellyfish is the integrations that it has with the other tools, which are also very common within the software development industry. Consolidating all this data and being able to see graphs, numbers, and percentages in one place gives you a better way to analyze and define better solutions to improve your software development processes.
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