The algorithm is not providing a simple recommendation, it's providing you the complete and transparent answer. The decisions our algorithm makes is easily understandable by humans. You can see exactly why each segment was excluded. No magical thinking or confusing blackbox AI.
"Comparative has made our analyst team 10x more efficient. We can stay on top of inbound requests with no querying, which frees us up to do more important but less urgent analysis that was never previously prioritized."
Diego Alonso Delgado Cáceres
Data Lead at Mino Games
"Comparative has totally transformed our analytics. We’re able to get answers instantly, that would take weeks of work from our BI tools. Almost everyone on the team uses it every day."
CEO & Founder of Wombo
Comparative’s algorithm removes 99% of the noise from your data and automatically surfaces the important insights you need to see: the factors that had a meaningful impact on your key metrics.
Comparative has designed and developed a highly optimized data cache that allows for querying billions of rows of data in fractions of a second. This innovation takes hours of query time down while saving costs. Never wait for results again.
Using a single dashboard you can analyze your data with just a few clicks. View your key metrics’ performance and continuously drill down to investigate the details of what changed and why.
No more querying, complex formulas, weird terminology, or deep stats required. Any person on any team in your company can use Comparative.
Comparative analyzes all of your data so that nothing is missed. Every segment, every metric, and every user is explored to dynamically partition segments that most accurately represent the changes in your data.
Using AI to analyze data means you have no idea why it chose to show the results. Comparative uses a completely transparent algorithm, so you can see the exact reason each segment was excluded or included.
BI tools are search-driven dashboarding tools - you have to know where to look and what to ask. Comparative delivers true analytics.
You don’t need to know where to look, or the right question to ask. The key insights that explain the “why” behind changes are automatically surfaced.
or with Traditional BI (Tableau & Mode)
First, you go to your team of analysts or data scientists, if you have them, and they are already backlogged with a list of reports and tasks.
Access your Comparative reports immediately, and click on the metrics you need to investigate.
Look through all of your dashboards, and if you have analysts, they hypothesize the main drivers and run SQL to validate or rule out each hypothesis.
You instantly see all the factors contributing to the change in the metric uncovered for you.
Check that each analysis was valuable - that it was statistically significant, there were no outliers, it wasn’t just correlation, and the query was bug free.
Comparative validates every segment as part of the algorithm, so every insight is trustable.
How do I know the results are accurate?
Every segment we surface is replicable with a simple SQL query.
In addition, all of the segments are tested for statistical significance, outliers and relevance. So you won't see untrustable data. Comparative doesn't transform or predict your data in any way, it simply deterministically finds key insights.
How does Comparative find the right segments?
Our algorithm dynamically segments every row in your dataset set to find those with the most change. It then tests to every segment to filter signal from the noise. Finally it combines these in an easily digestible format.
Will Comparative work with my dataset?
Comparative is totally generic and will work with any modern dataset.
Does my data need to be complex for me to get value from Comparative?
No! Comparative is a good fit for any business that wants to make data-driven decisions quickly and confidently. We work with businesses across a variety of industries and can work with you to help gather the insights that matter most to your business.
Do I need to predefine segments in my ETL?
Not at all. Comparative will dynamically determine segments more accurately than if you predefine them yourself. However Comparative will work with whatever data you provide, so it will also work well with your existing predefined segments.
Does Comparative replace certain tools?
Comparative can be used alongside your high level dashboards. You'll check your dashboards for high level health monitoring, and Comparative will clearly explain any changes in them. Soon we will also help replace your existing BI software. Stay tuned.
How much does Comparative cost?
You'll get access to all of Comparative's core features as part of our monthly plan. Reach out to us for a quote.
Why should I use Comparative?
Comparative is transforming the way teams use data to make decisions. Instead of relying on multiple dashboards and manual investigations, Comparative surfaces critical insights automatically, and allows anyone at your company to easily monitor your metrics, get answers to questions and make decisions immediately.