Ever had your live app crash after a new update, forcing you to spend your weekends fixing it? Let us guess, an enthusiastic developer introduced a change without testing it thoroughly. But it’s not just app development that can go rogue. Whether it's last-minute changes to client reports, tweaks to your marketing campaign, or any other update in a live setting, unexpected problems can crop up.

Tired of manually correcting broken data ingestion pipelines? We’ve got 10 tools that can help you save data engineering hours and automate data ingestion end-to-end. Of course, since you’ve landed on the Keboola blog, it's no surprise that we've got Keboola on the list. We’re playing favorites, but hear us out: Keboola is the only tool we know inside out and can vouch for it without a doubt.

Advanced marketing analytics help you simplify multitouch attribution, create tailored marketing campaigns, and maximize return on investment (ROI) across channels. It helps you seek patterns and insights to improve marketing performance. These days, you can’t do online marketing without advanced analytics. Moreover, you need the right tools and skills to make sense of data scattered across multiple apps.

How can you create effective marketing strategies if you don’t have timely and accurate data to inform your decisions? Enter ETL - the solution for getting the right data at the right time.

It appears as if the entire world (with you potentially being the lone exception) has caught the artificial intelligence bug and it's setting the marketing realm on fire. And the numbers back it up. A remarkable 80% of the big leagues - we’re talking Fortune 1000 here - are increasing their investments in big data and artificial intelligence this year.