Here’s a sign that customer data is increasingly important: open source database vendor Couchbase has introduced a “engagement database” that is says is new class of system, distinct from transactional and analytical databases. It’s optimized for real time interactions at scale, with key features including in-memory data, full text search, and mobile deployment. They’ve written a helpful white paper explaining the details.

B2B profiling vendor MarianaIQ was built from the start on using artificial intelligence to identify buyer personas. They’ve just announced a neural network-based model to help companies find new target accounts. Also new: a targeting option for Google AdWords, which joins existing Twitter and Facebook ad capabilities.

AI-edited content is less concerning than AI-generated content — that’s the takeaway from Meta’s adjustment to its AI labeling on Facebook and other platforms. The “AI info” label will continue to appear on AI-generated content. Where content has only been modified or edited using AI, the label will appear more demurely in the post’s menu.