Looking forward to 2020, there are five things I think we’ll see happen more. We’ve seen a ton of consolidation this year and we’ll see more next year. There are about 75 front-end vendors in the BI space and the reality is that they can’t all survive in the market as it is today. Salesforce purchased Tableau recently and a lot of smaller vendors have already been bought.

With businesses becoming more data-led, there's now an expectation that you will use numbers when talking about strategy and the state of your business. You can’t do that by just looking at a dashboard because they don’t provide any context to the data. You may see that revenue has gone up but it doesn’t tell you what’s happening in the business or how different parts are performing.

There's a strong perception that numbers will simply drive action but they don't. Look at most dashboards and they’re designed to tell you about your data but they don’t prompt you to do anything with it. That’s the missing piece in dashboard design.

The last 12 months have been tremendous for Yellowfin. We’ve introduced Signals, Stories, a new dashboard build, mobile app and many new improvements to the platform. There is no one else in the market that brings together all of these types of products and it means we’re diverging from our competitors. Our competitors think far more about the analytical experience, while we care about the data consumer and build products for them.