Writing

CMS began as a way to publish web pages without editing HTML. It became the structured content layer behind websites, applications, channels and, increasingly, AI agents.

One reusable test for any agentic or AI marketing claim: does it improve operational reality under governance, or is it a demo?

Eight platforms, one pattern: an interim synthesis where different CEP physics converge on the same governance-versus-activation failure mode.

A quiet holiday week with no agent launches, yet one of the quarter's most architecturally interesting: catalogs, channels and two intent-layer buys.

Klaviyo as commerce-data proximity: field notes on the storefront as system of record, K:AI agents, and when it strains beyond DTC.

MoEngage as insight-led, app-first activation: field notes on Sherpa, Merlin and Aampe, and when analysing and acting in one seat wins.

CDP beat every rival to become the default name for the customer data layer, then dissolved into packaged, warehouse-native and suite-embedded forms.

DMP ran a decade of digital advertising and then collapsed, even as the identity logic it pioneered survived everywhere else.

Hightouch's LiveRamp bid, Zeta's Palantir partnership, Databricks CustomerLake and Tealium Context API all point to the same shift