Appboy assembles customer data and executes cross-channel campaigns as customers move through different lifecycle stages. They’re big, processing more than 750 million active users per month. They’re getting bigger, having just raised a $50 million Series D, bringing total funding to $95 million. They’re getting more open, having recently announced connectors to feed data to Customer Data Platforms mParticle and Segment, as well as Amplitude and Amazon Redshift.

Chances are you also haven’t given much thought to physical product packaging, unless that’s your specialty. But the folks at Danaher have, since they own and several businesses related to it. They sponsored a CMO Council survey that found 66% of marketers believe their customers are very sensitive to alignment between physical and digital experience. Oddly enough, they didn’t ask how many actually achieve such alignment. But they did find that changes to physical presentation take much longer than digital changes. Duh.

Amperity has launched its Customer Data Cloud, a solution designed to support the transformation of raw data in a warehouse or lake into usable business assets. New capabilities include real-time reaction to streaming customer data and no-copy access to customer data in Snowflake and AWS.