Marketing automation should create leverage, not operational drag.
Vadim Koenen helps teams turn scattered campaigns, lifecycle logic, data quality issues, and CRM dependencies into a cleaner marketing automation operating model.
Six platform decisions, in the words teams use.
Marketing automation is an operating system
It's often treated as a campaign tool. In reality it controls who gets which message, how leads move through the funnel, what sales sees, and which signals the business trusts.
When that operating system is poorly documented, every new campaign gets slower: teams debate definitions, rebuild old templates, and manually reconcile data. I build the version where the next campaign is easier than the last one.
Where I focus
Practical AI in marketing operations
AI belongs in marketing ops where it reduces controlled, repetitive work: QA support, documentation drafts, field mapping review, brief normalization, first-pass data hygiene. Humans stay in control; the team gets speed and consistency. I run this discipline on my own systems first — see The Lab.