// marketing technology

All signals tagged with this topic

B2C CDPs Must Prove Business Impact Beyond Data Collection

After years of selling data unification as an end goal, CDP vendors now face pressure to deliver measurable revenue and efficiency outcomes, not just cleaner customer records. Platforms like Segment, Lytics, and Tealium are embedding AI-driven decisioning and incrementality measurement—the ability to prove which campaigns moved revenue—rather than simply offering better data pipes. Vendors that close the loop between customer understanding and business results will compete on ROI calculators and revenue attribution, not data architecture alone.

Marketers Buy Their Own AI Tools, Bypassing Corporate Approval

Companies are losing control of their martech stacks as individual marketers increasingly purchase unapproved AI tools with personal funds—a shadow IT problem that directly undermines vendor relationships, budget forecasting, and brand compliance. This reflects either corporate AI governance that's too restrictive for actual workflow demands, or marketing teams lacking confidence in their IT-approved alternatives. The result is security risk and a metrics nightmare where campaign performance depends on tools leadership can't audit or control.