A practical portfolio of the kinds of systems Vadim Koenen builds and improves: campaign factories, lifecycle architecture, ABM activation, CRM handoff, QA, data hygiene, and reporting.
These examples are framed around business problems rather than tool screenshots, because the value is in the operating model: cleaner data, faster launches, tighter handoff, and more credible reporting.
Audited program structure, trigger logic, naming conventions, scoring, segmentation, and Salesforce sync dependencies. Rebuilt the operating model around cleaner templates, documented QA steps, and more durable campaign execution.
Translated account intent, ICP fit, buying stage, and segment membership into usable campaign and sales actions. Built GTM flows that connected audience logic to content, sales plays, lifecycle motions, and revenue reporting.
Structured cadence logic, handoff rules, activity tracking, messaging sequences, and CRM alignment so sales teams had cleaner execution paths and better follow-up visibility.
Reviewed data flow, campaign influence logic, field dependencies, and reporting assumptions to identify where pipeline measurement was credible and where it needed remediation.
Designed practical, human-controlled workflows for documentation, QA support, campaign production assistance, field mapping, and operations debt reduction without introducing uncontrolled automation risk.
Mapped fields, dependencies, cutover risks, sync rules, and stakeholder needs before rebuilds or platform changes. The goal is fewer surprises and cleaner execution when systems change.
