KPI Software

The licensing cost adds up quickly as more users need access, and it requires a good amount of system resources, so performance slows with large datasets. Review collected by and hosted on G2.com.

I use Tableau to turn raw data into clear, interactive dashboards, making it easier to spot patterns, track performance, and make smart decisions. It brings multiple data sources together and streamlines reporting, facilitating team communication by sharing real-time dashboards without needing original files. Its integrations are very useful; I use Google Sheets with it to track usage of products and what my users (customers) like more, and its native connector for databases like AWS Redshift is being used for data visualization and streamline data analysis Review collected by and hosted on G2.com.

The biggest “trap” for beginners is definitely DAX. At first glance, it looks just like Excel formulas, which is really misleading. In reality, it’s a completely different animal. The underlying logic is fairly complex, and it’s very easy for a newcomer to get overwhelmed—or, even worse, to calculate something incorrectly because they didn’t understand the formula’s “context.” It’s a steep hill to climb before you start feeling confident with it. Review collected by and hosted on G2.com.

I work as a freelance data analyst, and Power BI is basically my daily driver. Before I started using it heavily, business data was usually a mess—scattered Excel files, manual exports, and too many disconnected sources. Power BI takes away that massive headache of data fragmentation by letting me pull everything into one place, so my clients finally have a single source of truth instead of five different versions of the same number.

For me, the biggest win is automation. I used to spend hours cleaning data, updating tables, and redoing the same steps over and over. Now, with Power Query, I can build the “pipes” once and let the data flow in and clean itself.

It also helps a lot with communication. Sometimes it’s hard to explain a complex trend in words, especially when people want to see what it means for them. Power BI lets me build interactive “What-If” scenarios where a client can move a slider and instantly see the impact on profit. It makes the results of my work more tangible, easier to understand, and ultimately more valuable to my clients. Review collected by and hosted on G2.com.

Slight learning curve for some of the advanced features, but once we got a hang of them things were fine. Review collected by and hosted on G2.com.

As our organizational data runs into petabytes, we were finding it hard to train our AI agents on the complete data. This was creating blind spots and impacting contextual understanding and accuracy. Kyvos has helped us address this problem and we have been able to ship production-grade AI applications much faster. Review collected by and hosted on G2.com.

What I dislike about GoodData is that change can be really sluggish in cases where business questions change. Even minor changes can involve additional procedures, which influences my performance when it is essential to meet a strict deadline. This can at times translate to take longer than anticipated before updates are made to the business particularly when the leadership requires fast clarification in situations where it is needed most. Review collected by and hosted on G2.com.

The issue of discrepancy of numbers between teams is resolved by GoodData. It brings about uniformity that is advantageous to my work since it minimizes debates and reworks. My colleagues use less time to query figures and do more of what they are told. In the daily life, meetings are briefer, decisions are clearer and I no longer have to go out of my way to get answers to the discrepancies in the results given by various sources. 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.

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.

Bank Reconciliation can be more simplified Review collected by and hosted on G2.com.

Maintaining large accounting data of clients with accurate report generation and simplified accounting. This helps in having accurate financials of clients within deadlines. Review collected by and hosted on G2.com.

I think Hex is still figuring out the enterprise use case in general. I tried to use Hex's semantic features, but even though it was supposed to be in my plan, I was not able to access it until very recently. So I think, in terms of the admin panel or the platform itself, there might be some issues here and there. However, I think the team is very responsive whenever you do have a problem. I've noticed that it's very difficult to export from Hex. I wish there was a cleaner way to export the data files from Hex. Review collected by and hosted on G2.com.

I use Hex for data analysis, and it's great for starting my research. The generative AI tools help consolidate results, separate noise from signals, and explain findings simply. Its self-healing properties and natural language threads enhance productivity without much intervention. Review collected by and hosted on G2.com.

As a first-time user, I found a few areas where Yellowfin could be improved. Some of the advanced features were not immediately intuitive, and I needed to spend extra time experimenting to understand how to use them effectively. I also sometimes felt restricted in how much I could customize certain charts and layouts—while it works well out of the box, making detailed adjustments to the appearance isn’t always simple. Overall, it’s a capable tool, but there is definitely a learning curve once you go beyond the basics. Review collected by and hosted on G2.com.

Yellowfin BI has enabled us to transform our ELR and Leave Administration case data into clear, actionable insights. Previously, much of our reporting was manual and reactive, making it difficult to keep up. With Yellowfin BI, we can now create dashboards and schedule reports that consolidate trends in grievances, corrective actions, leave volumes, turnaround times, and case outcomes all in one place. This centralized approach allows leaders to monitor workloads more easily, identify emerging issues sooner, and recognize opportunities for process improvement. Additionally, it has helped us standardize case reporting across the organization, leading to greater transparency and more informed decision-making. 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.

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.

One potential downside of SAS Viya is that it can have a steep learning curve, especially for users who are new to SAS or enterprise analytics platforms. The cost of licensing and implementation can also be high compared with some open-source alternatives, which may limit accessibility for smaller organizations. Additionally, while Viya supports multiple programming languages, some advanced customization can still feel more seamless within the SAS ecosystem, which may reduce flexibility for teams that primarily work in open-source environments. Review collected by and hosted on G2.com.

SAS Viya solves the challenge of managing and analyzing large, complex datasets efficiently while streamlining the entire analytics workflow in one platform. It helps by reducing the need to switch between multiple tools for data preparation, modeling, and deployment, which improves productivity and collaboration across teams. The platform’s scalable, cloud-based computing allows analyses to run faster and handle larger datasets, leading to quicker insights and better decision-making. For my medical projects, I needed quick and reliable statistical analyses, and SAS consistently provided accurate, reproducible results. Additionally, its built-in governance and model monitoring help ensure reliability, transparency, and compliance, which supports consistent and trustworthy outcomes. Review collected by and hosted on G2.com.

It does what it does great, though I'll still use Colab for my own personal work as I find it easier to get going quickly, whereas Deepnotes strengths lie with collaboration across a team. Review collected by and hosted on G2.com.

The key one being collaboration across the team is far easier with Deepnote than Colab, which unlocks greater insights that can be presented more professionally and shared easily. Review collected by and hosted on G2.com.

One area where TIMi could improve is in its advanced customization options. While the platform is very user-friendly and effective for general task and data management, some complex workflows or specialized reporting needs can be difficult to implement without additional configuration.

Occasionally, performance can be slightly slower when handling very large datasets, and some integrations may require extra setup or troubleshooting. Despite these minor limitations, TIMi remains a highly efficient and valuable tool for day-to-day operations. Review collected by and hosted on G2.com.

TIMi helps solve challenges related to task management, data organization, and workflow automation.

Before using the platform, tracking tasks, managing data, and ensuring team alignment were time-consuming and prone to errors. TIMi centralizes these processes, automates repetitive tasks, and provides clear visibility into progress and priorities.

This results in improved efficiency, reduced manual work, and better collaboration across teams. By streamlining workflows and making information easier to access and manage, TIMi allows the organization to save time, reduce mistakes, and focus on more strategic activities. Review collected by and hosted on G2.com.

Every time we update the version something always breaks. Old dashboards just stop working or are buggy and i have to stay late fixing them. Documentation is kinda trash sometimes the instructions are just wrong. My space bar stuck now and i really need to get some dinner. Data model view is clunky and makes it hard to see how tables connect. Support is okay but they always make you send a million logs before they help. Review collected by and hosted on G2.com.

Allowing management to view all of the company's data in one place through charts. It has eliminated the constant requests I receive for manual reports from others within the company. We utilize Sigma to display client sales information directly within our application and Sigma is also functional in aggregating and consolidating disparate data sources. 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.

The initial setup process proved somewhat complex and required substantial IT support to implement correctly across all departments. The advanced features have a steep learning curve that necessitated multiple training sessions for team members who aren't technically inclined. I've noticed occasional synchronization delays when handling very large files, which sometimes creates version control issues during critical project phases. The reporting module, while comprehensive, lacks some flexibility in exporting data to specific formats our finance department requires. The pricing structure becomes significantly more expensive as you add more users, which makes scaling challenging for growing teams. Review collected by and hosted on G2.com.

This platform fundamentally solved our communication gap problems between remote team members across different time zones. Before implementation, we struggled with version control issues where team members would work on outdated documents, leading to rework and missed deadlines. The automated workflow features reduced our project deployment time by approximately 30% by eliminating manual handoff processes. The centralized documentation repository eliminated the problem of duplicate files and conflicting versions that previously caused confusion and errors in our deliverables. The permission settings allowed us to maintain security while enabling appropriate access levels across different team roles. 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.

It is not very efficient for non-Google products and sometimes it's paid for certain platforms. Setup is easy though it takes time especially when I need to blend the reports. Review collected by and hosted on G2.com.

If you are looking for data analytics tool for your enterprise then looker could be a good option as it is cloud based tool which can be accessed from anywhere. Also it's very straightforward yet powerful... Review collected by and hosted on G2.com.

Looker creates dynamic, live reports for Google digital ads that can be shared easily with clients and managers, streamlining workflow. 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.