Systems | Development | Analytics | API | Testing

Tracking Modular Content Effectiveness with Micro-Conversions

Recently, marketing campaigns need to be evaluated on more than just final conversions. While macro-conversions, final sales, the completion of a contact form, or other actions are critical and still the most important end result, they fail to explain how any one piece of content persuades action in the interim. That's why micro-conversions are so useful. These conversions assess the various, smaller components that happen in the interim which lead to the larger conversions down the line.

How to Build Real-Time Compliance & Audit Logging With Apache Kafka

Traditionally, compliance teams have had to rely on batch exports for their audit logs, a method that, while functional, is proving to be woefully inadequate in today's fast-paced digital landscape. The truth is, waiting hours, or even days, for batch exports of your audit data leaves your organization vulnerable.

You Don't Need Perfect Attribution - Just Listen #businessanalytics

Marketers chase attribution models. But often, the clearest ROI signal comes straight from your audience. “People will tell you,” says Dave Gerhardt. “That’s how you know it’s working.” In this clip, he explains why the best proof of marketing success is qualitative — and how to recognize it when you see it.

Lenses MCP for Kafka

If 2024 was the year enterprises adopted Generative AI, 2025 is the year Agentic AI became a reality. In the last six months, the conversations I’m having with engineering leaders have quickly shifted from simple chatbots to AI-enabled IDEs, copilots and autonomous systems that take action. This has to a large part been helped thanks to MCP. To date there have been 10,000+ MCP integrations built by the community, so to say it is a success is an understatement.