Adobe's perspective piece on Agentic Marketing is a useful read because it goes beyond philosophy and describes how the Experience Platform is being rebuilt to support agents as first-class operators of customer journeys.
What changes inside the platform
- Insights become triggers: instead of a dashboard for a human to read, an insight directly fires an agent that takes action.
- Audience definitions become living things: agents adjust segment boundaries continuously based on observed behaviour.
- Journey orchestration moves from rule-based flowcharts to objective-based goals the agent owns.
- Brand safety and consent are enforced through policy layers the agent must satisfy before acting.
What it means in practice
The implication is that an Adobe-style "agentic marketing" stack stops being something you configure once and start being something you manage continuously — closer to operating a fleet of services than running a campaign. Marketing operations teams will absorb skills that look more like SRE than traditional CRM administration.
The VietMarkAI take: the Adobe model is enterprise-scale, but the underlying ideas — insights as triggers, living audiences, objective-based orchestration — are equally applicable to any marketing-automation platform. Ask your current vendor where on this curve they are.