KPI Software

Sometimes Tableau can feel a bit slow with very large datasets, and some advanced features have a learning curve. The licensing cost is also quite high compared to some other BI tools. Review collected by and hosted on G2.com.

I use Tableau to create interactive dashboards and analyze large datasets quickly. It saves time on reporting, helps spot trends faster, and makes sharing insights easy with visual reports that non-technical team members can understand. Review collected by and hosted on G2.com.

What I dislike about Microsoft Power BI is that it can feel slow and resource-heavy, especially with large datasets. The learning curve becomes steep when moving into advanced features like DAX and data modeling. Licensing and sharing reports can also be confusing, and collaboration isn’t always as smooth as expected compared to some other modern analytics tools. Review collected by and hosted on G2.com.

Microsoft Power BI solves the problem of scattered, hard-to-understand data by bringing everything into one place and turning it into clear, interactive dashboards. It saves time on manual reporting and reduces errors. For me, it makes decision-making faster and more confident, since I can quickly see trends, track performance, and share insights with others in real time. Review collected by and hosted on G2.com.

Modeling flexibility is strong, so it’s worth spending time upfront to organize definitions properly. Once that structure is in place, though, it’s easier to manage changes and extend the model later. Review collected by and hosted on G2.com.

We were concerned that moving to a new semantic model would require rebuilding a large number of existing dashboards. That would have taken time and disrupted business users who rely on those reports daily. With Kyvos, we were able to point existing dashboards to the new model with just one click. Review collected by and hosted on G2.com.

I think there could be more guidance for different types of API connections for popular platforms like Shopify, Google Analytics, and Tableau. It can take time to get everything set up correctly the first time with Knowi's platform and API documentation. Review collected by and hosted on G2.com.

I use Knowi to dashboard ecommerce performance, eliminating the need for manual CSVs and handling data beyond Google Sheets limits. It ensures my data is current, saves time, provides easy consumption, and the onboarding and support help resolve issues fast. Review collected by and hosted on G2.com.

One downside of SAS Viya is that it can have a steep learning curve for new users, especially those without a strong analytics background. Additionally, the cost can be relatively high compared to other tools, and some advanced features require extra configuration, which can slow down initial setup. Review collected by and hosted on G2.com.

SAS Viya is solving the challenge of handling large, complex datasets and turning them into actionable insights quickly. Before using it, we struggled with slow processing and fragmented tools, but now we can perform advanced analytics, forecasting, and reporting in one unified platform. This has improved our decision-making speed, reduced manual effort, and increased overall efficiency across teams. Review collected by and hosted on G2.com.

Notebooks can quickly get messy once you start creating a lot of cells in the same notebook, and it’s easy to lose your place while scrolling to find the cell you’re looking for. I’m not fully convinced by this Notebook and App partitioning, because it feels clunky and confusing in practice. For example, when you’re working with tabs, it’s hard to tell in the Notebook which cells are associated with which tabs. I also found it strange that the order of cells shown in the App is different from the order in which they appear in the Notebook. Finally, I’d like you to offer a native way to push data to a Google Spreadsheet, since that currently isn’t possible. Review collected by and hosted on G2.com.

It helps me quickly solve the data-related questions I run into every day as a Product Manager. I use it to track the performance of my funnels and features, which makes it easier to stay on top of what’s working and what needs attention. Review collected by and hosted on G2.com.

Overall, the product is highly flexible and has often exceeded our operational expectations. That said, one clear drawback is that setting up the more advanced dashboards can be quite time-consuming. Because the platform includes such a broad range of features, there’s a modest learning curve when it comes to finding the most effective KPI configurations, often through trial and error. This upfront complexity can sometimes slow down our ability to deliver critical insights to our internal operations and finance teams. Review collected by and hosted on G2.com.

Before implementing GoodData.AI, our analytics were highly fragmented. We relied on numerous disconnected spreadsheets to track operational performance and financial budgets, which often led to major data inconsistencies between our finance and operations teams.

In short, we used to struggle with scattered data sources and time-consuming manual reconciliation. Now we can automatically consolidate and visualize all the essential KPIs in a single, unified platform. As a result, our reporting workflow is far more scalable, and we have complete data consistency across departments. Review collected by and hosted on G2.com.

Honestly I don't see any so far: If at all, it requires relatively high technical skill. It cannot be used effectively by a "plug-n-play" BI Analyst.

If the price is an issue, one can consider self-hosting. Review collected by and hosted on G2.com.

I started off liking Tableau as a BI tool better than PowerBI.

Then, I could see the compute downsides and missing git repo in Tableau compared to Looker.

Then, I can see the issue that Looker is very expensive and that Looker is not dbt integrated, i.e. you constantly need to maintain two disconnected repos and make changes in two places.

Lightdash is by far the best BI tool out there today. Review collected by and hosted on G2.com.

Gets a bit laggy when workbooks have a lot going on lots of elements, big datasets, that kind of thing. Some of the advanced features aren't super intuitive at first, you kind of have to figure them out on your own. Not a dealbreaker but could be smoother. Review collected by and hosted on G2.com.

We were spending way too much time building one-off reports for people. Now with Sigma, teams can build their own dashboards and trackers we use it for migration tracking, client project reporting, and internal operations tracking. The Snowflake connection was easy to set up and stays reliable, so everyone has access to real-time data whenever they need it. People don't need to come to us for every little thing anymore, saves a ton of time. Review collected by and hosted on G2.com.

Despite its solid reputation in traditional reporting, TIBCO Jaspersoft does have some hiccups when it comes to modern analytics. You might run into performance issues with large datasets and complex reports, which often means a bit of extra tuning is required.

When you stack it up against tools like Power BI and Tableau, Jaspersoft tends to offer fewer advanced visualizations, has less robust ad-hoc exploration capabilities, and doesn’t quite deliver on AI-driven insights. This can make it less appealing for organizations looking for rich analytics and speedy data discovery.

Clients often find themselves navigating report complexity and dealing with unexpected email failures when handling large datasets, which can complicate troubleshooting. These challenges are definitely something for product managers to keep in mind as they work to meet customer needs. Review collected by and hosted on G2.com.

Jaspersoft is your go-to for dependable, governed, and automated enterprise reporting, which is key for keeping your data accurate, secure, and distributed in a controlled manner. It makes generating those pixel-perfect reports a breeze with options for scheduling, email, and secure channels like SFTP, all while cutting down on manual effort and minimizing risk.

With its role-based access control and multi-tenancy features, managing user groups and customers becomes a walk in the park, all while ensuring compliance is top-notch. Jaspersoft acts as a solid, embeddable reporting foundation that scales effortlessly across various use cases and supports your long-term product roadmaps without needing extensive customization.

Oh, and we’ve just made the leap from Jasper 8.0.3 to 9.0.0! This upgrade has tackled a bunch of client issues and made the user experience even better. Review collected by and hosted on G2.com.

Yellowfin BI has a performance lag when there is complex data sets large data structures

Some customization and advanced analytics configuration needs some technical knowledge and facilitation Review collected by and hosted on G2.com.

Yellowfin BI supports companies in turning raw data to actionable and understandable dashboards

The program eliminates the manual spreadsheets and reporting, offering automated and accurate reporting mechanisms

The program foster embedded analytics more so on customer portals and SaaS products

Yellowfin is brilliant in fostering collaboration, more so through shared information, comments and this ensures team can analyze and discuss reports together

The program is open in connecting with multiple data sources, and this supports centralized analytics

The app gives non technical business users the ability to learn, interpret and understand different reports and trends

The insights generation and reports are automated and this saves on time Review collected by and hosted on G2.com.

local data agent doesen't necessarily supoort the lateset JRE builds Review collected by and hosted on G2.com.

It helps us create a single source of truth for all of our disparate information sources. Review collected by and hosted on G2.com.

There are a few areas that could be improved. The learning curve can be challenging for new users, especially when working with advanced features or LookML modeling. Some customizations and configurations still require technical knowledge, which may not be ideal for all teams. Performance can also slow down when handling very large datasets or highly complex dashboards. Another area for improvement is pricing, as it can be expensive for smaller organizations or teams with limited budgets. Review collected by and hosted on G2.com.

I use Looker to transform raw data into meaningful insights through data visualization and dashboards. It solved data accessibility and reporting efficiency issues, centralizing data for faster, more reliable analysis, making it easy to understand and share across teams. Review collected by and hosted on G2.com.

Regarding areas for improvement, I do have a few ideas.

I think the construction of frames could live in a separate canvas, similar to how Tableau approaches dashboards. This would offer the best of both worlds: plots would remain close to the queries that generate their data, while still allowing the creation of a dedicated dashboard that brings everything together.

There are also some smaller usability issues that can make the interface feel unintuitive at times. For example, when creating custom plots, individual marks cannot be named, which makes it harder to understand what each mark represents. Similarly, when multiple marks are used, it’s not always clear which variable is assigned to the secondary axis.

Some solutions also feel a bit hacky—for instance, adding vertical lines to indicate events by using bar plots, where it’s not always obvious how to control the bar width cleanly.

Overall, these are relatively minor points. They don’t slow me down in my day-to-day work, and I see them more as a wishlist than as real blockers. As with any tool, there is always room for improvement—but Count is already a superb product. Review collected by and hosted on G2.com.

Count solves the problem of fragmented analytics workflows by bringing queries, plots, text, and reviews into a single place, which makes analyses naturally self-documenting. This benefits me because I can always trace results back to their underlying logic and interpretation without losing context. It also addresses code duplication by allowing results to be referenced across tiles, in a way that feels similar to a DAG in dbt. As a result, I can break complex queries into clear, reusable components and iterate much faster.

Count also solves the rigidity of traditional dashboards by giving you control cells to define filters directly in the analysis. This gives me far more flexibility than organization-level filters and avoids the need for hacky workarounds. Another key problem it solves is reviewability: comments, interpretations, and feedback live right next to the data. That makes collaboration easier and decisions easier to justify.

Finally, Count reduces the risk of getting stuck with tool limitations thanks to a very responsive support team. Knowing that feedback is heard and often translated into product improvements makes me confident in relying on Count for my day-to-day analytical work. Review collected by and hosted on G2.com.

One downside of Alteryx is that the licensing cos can be quite high, especially for smaller teams or individual users. It also has a bit of a learning curve when you start working with more advanced workflows or macros. In some cases, performance can slow down when handling very large datasets, particularly if workflows are not optimized. Review collected by and hosted on G2.com.

Alteryx helps solve the problem of time-consuming and manual data preparation. Before using it, i had to rely on a mix of excel, sql, and scripts to clean and combine data, which was inefficient and error-prone. With Alteryx, I can bring data from multiple sources into one workflow, clean and transform it quickly, and automate the entire process.

This has significantly reduced the time i spend on repetitive tasks and improved the accuracy of my analysis. It also allows me to focus more on insights rather than data wrangling. Review collected by and hosted on G2.com.

From dislikes the ai quality of Genie. Guys it could be improved, especially the reasoning part. Also, I can say the case when we had an issue with exam process. Specialists helped us, but it took us little discomforties. Well, Review collected by and hosted on G2.com.

In aviation, we utilize this software for data analysis. We automized a lot of processes, which simple workplace tools can not handle. We also, integrate with multiple tools (names which I can not mention for securirty purposes) Particularly, it helps us to analyze passenger demand by route and season. We combine and analyze big datasets using this software. Overall, a good tool. Out team is satisfied. Review collected by and hosted on G2.com.

Very little at this point. We experienced some initial performance challenges with dataset linking at large scale, but the Luzmo team responded proactively with a comprehensive solution in development (expected Q1 2026). The communication and support throughout has been excellent. Review collected by and hosted on G2.com.

Luzmo solves the challenge of providing embedded, white-labeled analytics dashboards for our multi-tenant SaaS platform serving enterprise supply chain clients. Rather than building a custom BI solution from scratch, Luzmo provides production-ready embedded dashboards that integrate seamlessly into our application while maintaining strict data isolation between clients through account overrides.

The multi-tenancy architecture allows us to deploy the same dashboard templates across multiple enterprise customers while ensuring each client sees only their data. This significantly accelerates our time-to-market for new client onboarding and reduces development overhead.

Luzmo enables us to deliver sophisticated forecast analytics visualizations—including complex metrics like wMAPE, Bias, and FVA calculations—without requiring our data engineering team to build and maintain a full front-end visualization layer. The Databricks connectivity allows us to leverage our existing data infrastructure while providing interactive dashboards.

The Luzmo IQ natural language querying feature adds significant value by allowing non-technical users to ask questions about their forecast performance data conversationally, reducing the need for custom reports and training.

Overall, Luzmo allows our small team to deliver enterprise-grade embedded analytics to multiple Fortune 500 clients without the engineering resources required to build a proprietary BI platform. Their team has been highly responsive to our scaling needs, with a new Databricks connector in development to further improve performance. Review collected by and hosted on G2.com.

Only constructive feedback I have is I wish there was a way to have data update immediately, but I don't foresee a workaround since this platform pulls data from outside software, and response times between the two will never be fully succinc - just the nature of the beast. Review collected by and hosted on G2.com.

Reporting, data analytics, real-time audit of employee budget, time entries, etc. Review collected by and hosted on G2.com.

In general, there’s nothing I particularly dislike. A native Hyperline integration would be great, but that’s more specific to our tech stack and needs. Review collected by and hosted on G2.com.

Top of Funnel Visibility and getting Insights into our Pipeline Metrics. We look at the Equals Dashboard every single morning! Review collected by and hosted on G2.com.

They don't yet have support for Iceberg or Delta Lake tables, which has become increasingly important for some of our customers. Review collected by and hosted on G2.com.

Reveal provides embedded dashboards enabling our users to produce custom reports specific to their needs, without having to engage our team in custom development. Additionally, Reveal enables us to put our application data in the hands of data scientists, allowing a richer understanding of the data within our product. In total, we will save time as a development organization and our customers will save time as well dealing with custom reports. Review collected by and hosted on G2.com.