Security Analytics Software

Honestly, I don’t have much to dislike about Canva. The only thing I’d point out is that I’d appreciate a bit more transparency from support. Aside from that, performance-wise, there’s really nothing for me to complain about. Review collected by and hosted on G2.com.

We were struggling reaching all of our staff in a creative and engaging way, however, with Canva; we've been able to elevate our communication in a meaningful way. Review collected by and hosted on G2.com.

The cost is high, and I also have to keep track of my credit usage. Review collected by and hosted on G2.com.

Domo solved our fragmented sales reporting problem. Key business metrics like quota attainment, run rates, new business performance, pipeline, and lease maturity used to live across multiple reports, systems, and personal spreadsheets, and gathering and validating it all took significant time. Quarterly Business Review prep alone took each sales manager 10-15 hours; that work is now largely eliminated because everything lives in one centralized, validated platform. Beyond time savings, the biggest benefit is better decision-making: managers identify at-risk opportunities sooner, adjust forecasts throughout the month instead of waiting for quarterly reviews, and use the data to coach their teams week to week. Forecasting accuracy, customer retention conversations, and overall business visibility have all improved. Review collected by and hosted on G2.com.

The visualizations in Looker feel a little dated, as they have not kept up with the options provided by competitors for visualizing data. There is very little to no AI functionality out of the box, which feels like a miss. The pricing for our use cases grew significantly from 2022 onwards, increasing from mid-5 figures to 6-figures in GBP per year. Review collected by and hosted on G2.com.

Looker scales data transformation to 3500 users, ensuring centralized governance. The LookML semantic model allows intuitive drag-and-drop report creation, making dashboard embedding easy and enabling complex analyses like currency conversion seamlessly. Review collected by and hosted on G2.com.

One downside is that troubleshooting can sometimes be difficult when a pipeline fails, as the error messages aren't always detailed enough and you may need to dig through multiple logs to find the root cause. The platform also has a lot of features, so it can take some time for new users to become comfortable with everything. While serverless is convenient, costs can increase if compute usage isn't monitored properly. I'd also like to see faster UI responsiveness in some areas, especially when navigating large job histories or catalogs. Review collected by and hosted on G2.com.

Databricks has helped me and my team simplify our data engineering workflow by providing a single platform for data ingestion, transformation, governance, and analytics. We use it to process data from Bronze to Silver and Gold layers, which has made our ETL pipelines more reliable and easier to manage. Features like serverless compute, Unity Catalog, and built-in monitoring have reduced operational effort, improved collaboration across teams, and helped us deliver data products faster. Review collected by and hosted on G2.com.

I'd still like to be able to offer more than 2 places after the decimal on more metrics (especially currency, where only having 2 places for something like CPV can frequently be completely irrelevant) but in general I'm very happy with AA. Creating new dashboards and report is quick and very straightforward and I use it on a daily basis. Review collected by and hosted on G2.com.

We need to present platform information to our clients in a way that is easy for them to understand and offers the insights they are looking for. AA does this. Review collected by and hosted on G2.com.

Honestly, there’s not much to dislike. If I had to mention anything, it’s that building out complex dashboards can be a bit involved at first, especially with lots of moving parts like paid and organic social. But the support team makes this process much easier and is always available to help. Review collected by and hosted on G2.com.

Helping visibility of data Review collected by and hosted on G2.com.

If I had to nitpick, the initial UI for the truly deep engineering stuff can be a little much for new users, but once you get past the initial setup (which is covered well by Customer Support and training), the daily use is very intuitive. The Interactive Sessions feature is also amazing for cutting down on Spark job startup time, making my day-to-day work way more efficient. Review collected by and hosted on G2.com.

ILUM solves a few major headaches that were common in the big data world. The main problem is fragmentation—trying to stitch together separate, expensive data lakes and data warehouses, which leads to messy data silos, inconsistent results, and a lot of unnecessary work. Older proprietary systems like Cloudera or Databricks are costly and lock you in. ILUM gets rid of those problems. It's an open-source based Data Lakehouse platform that unifies everything.

For me as a user, this translates to tangible benefits. First, it is much faster. The interactive Spark sessions eliminate those 20-40 second job start times, and processing can be up to twice as fast overall. This means I'm not waiting on the infrastructure; I'm actually doing my job. Second, it's cheaper and more efficient. The platform is zero-license, Kubernetes-native, and runs anywhere (cloud, on-prem, hybrid), which drastically cuts infrastructure costs—we talk about 60% savings for clients. That budget can go to actual development, not just licensing fees. Third, it provides clarity and governance with features like automated Data Lineage and a central Data Catalog, so I can trust the data's quality and know exactly where it's been. In short, it lets me focus on the challenging and valuable work of data science and analytics instead of wrestling with complex, slow, and expensive tools. Review collected by and hosted on G2.com.

While it handles standard SQL queries exceptionally well, it occasionally requires a bit of manual tweaking for highly customized schema logic or non-standard SQL dialects. Also, the query generation speed can sometimes slow down slightly during peak usage, though it rarely affects the overall workflow. Review collected by and hosted on G2.com.

BlazeSQL has eliminated the bottleneck of writing repetitive SQL queries for ad-hoc data requests. It bridge the gap between non-technical stakeholders and complex database structures, allowing our team to generate reports and extract data insights significantly faster. As a result, it saves us hours of manual query writing each week and speeds up overall data-driven decision-making across projects. Review collected by and hosted on G2.com.

Honestly, I can't find any faults with it at all; everything seems to be working perfectly without any issues. The quality and performance have exceeded my expectations, and I have thoroughly enjoyed the experience. It's rare to come across something that meets all my criteria so well. Overall, I'm genuinely impressed and satisfied with it. Review collected by and hosted on G2.com.

Customer service for my clients. I have all of my clients weekly SEO reports come to my inbox and it allows me to take actions when needed. My clients also love being kept in the loop. Review collected by and hosted on G2.com.

I would love to see certain Instagram features like daily likes and sometimes I find that certain data points that clients are asking for are not available. Review collected by and hosted on G2.com.

I use Swydo for client reporting and analytics allowing us to avoid extra phone calls. It integrates various platforms, servicing clients well. Setup is quick and reports are timely, with shared links that don't change. Review collected by and hosted on G2.com.

We're a business with a fairly complex revenue recognition methodology so the revenue journals feature doesn't quite work fully for us currently, but Spencer and the team have been great at listening to our issues and helping us find workarounds and hopefully longer term solutions in the future. Review collected by and hosted on G2.com.

Helping us get better insight to our financials and to understand our revenue recognition clearly and easily. Review collected by and hosted on G2.com.

The manual could be in Portuguese to facilitate learning and searching for information. Review collected by and hosted on G2.com.

I use dataPARC for quick and automatic response, didactic data visualization with dashboards and email alerts, support in data comparison, and monitoring of the production process. Review collected by and hosted on G2.com.

I wish it supports LinkedIn profiles! I've been posting x3 a week and would love a deeper dive into my analytics. I heard that this is launching soon so fingers crossed 🤞🏻 Review collected by and hosted on G2.com.

Site analysis. DashThis automatically gathers raw data from GA4 and GSC and turns them into easy-to-digest charts. I can quickly measure how my website performs in one master view. Review collected by and hosted on G2.com.

1- Limitations in real-time Reporting: Depending on the setup and reporting data, real-time reporting might be limited 2-Cost: It might have associated costs which could be a consideration for small organizations or budgets 3-Initial setup: Setting up data connections and configuring reports might require technical expertise which would be challenging for non-technical users Review collected by and hosted on G2.com.

Evisions Argos has solved some challenges and provides benefits for users by simplifying the process of data reporting and analysis, promoting better decision-making, optimizing resource allocation, and enhancing overall institutional effectiveness. However, individual benefits may vary based on specific needs and use cases of each user Review collected by and hosted on G2.com.

Honestly: The price is initially a small hurdle (we're talking about just under 2k upwards per month). You have to push that through internally first. Also, the analytics dashboard could be a bit more intuitive for my taste. When I want to quickly overlay certain campaign filters, I sometimes need one click too many. Review collected by and hosted on G2.com.

It solves our classic "pipeline problem" in cold calling. Instead of our sales team spending hours on LinkedIn searching for suitable contacts and manually typing messages, Amplifa takes over the entire prospecting process. The preliminary work runs on autopilot, and we have qualified appointments in the calendar. Our team can now focus on building real relationships and closing deals instead of working through lists. Review collected by and hosted on G2.com.

The only thing I don’t like is that in the dashboard, we can only change one thing at a time with the AI. Sometimes, this is annoying, especially when you need to change a lot of things in the dashboard. Review collected by and hosted on G2.com.

We run marketing and ops for 18 campgrounds, and our reporting used to be stuck in copy-and-paste mode. Every week, I’d manually pull numbers from HubSpot, PostHog, Aircall, and ClickUp, then rebuild the same report from scratch. Coefficient connects those systems directly into Sheets, so the report now refreshes on its own and stays easy to filter by park and by date range.

The most obvious win has been time: I’ve gotten about an hour a week back. The bigger win is trust. Leadership can open a single view and see up-to-date numbers for each park, instead of waiting for me to assemble everything. Since then, we’ve moved beyond that first report into a multi-tab dashboard that covers sales, service, and spend. Review collected by and hosted on G2.com.

The filtering capabilities and UI. Review collected by and hosted on G2.com.

Versium REACH helps with data appends, enrichment, and acquisition for B2B and B2C data, providing information for my company and clients, aiding in processes and analytical reports. Review collected by and hosted on G2.com.

Some of the AI features took a long time to come to GA, while other platforms have made even creating reports and financial plans fully agentic, Drivetrain still retains the older interface with only a chat with data feature which is now outdated. Review collected by and hosted on G2.com.

Drivetrain gives us the full 360 view of the business. We connect it to all our source data to get contextual reporting as part of our month end close, use it to share boards with CX/CSM/AM teams on how the health of their books look like, use it for MBR reviews with sales and marketing teams to assess revenue vs the plan across different stages of the funnel and for overall financial planning for our annual forecast, quarterly updates from time to time. Review collected by and hosted on G2.com.

Elastic Stack can be complex to configure and requires significant tuning for large-scale deployments. Scaling clusters is resource-intensive, and some advanced features are only available under commercial licensing. Better documentation for integrations would make adoption smoother. Review collected by and hosted on G2.com.

Elastic Stack solves the challenge of managing large-scale log data by centralizing it into one platform. It enables real-time monitoring, anomaly detection, and faster troubleshooting, which improves system reliability and reduces downtime. The result is greater efficiency and stronger observability across our infrastructure. Review collected by and hosted on G2.com.

I wish there were more free templates available. Review collected by and hosted on G2.com.

I encourage my students to use it as a tool for problem-solving in class, and they really enjoy it. Review collected by and hosted on G2.com.