IT staff often feel better about their data than business users.  Sure enough, this TWDI survey of IT professionals found nearly half (46%) say they rarely have data quality problems, and only 24% say problems occur often.  The report finds that successful data quality programs are much more likely to use AI-based tools than unsuccessful programs (70% vs 19%).  It also offers a nice data quality maturity model, if you’re into self-assessment or want to torture someone who isn’t.

Kentico has spun off its headless CMS product as a separate company, Kontent.ai.  The new firm is born with a good-sized silver spoon in the form of $40 million funding.  Kentico will now focus on its no/low code digital experience platform, formerly known as Ketico Xperience.

It’s all surveys today, Dear Reader.  Marigold reports that consumers are eager for personalized content, with 79% saying they’re likely to engage with a personalized email tailored to their interests.  Sadly, 33% feel their needs are unmet by current brand messages.  Discounts and coupons (95%) top the list of what they want in exchange for personal data, followed closely by loyalty rewards at 94%.  Content is last at 61%.