
Marketing Operations — Part 2: Data & Analytics
Identifying the right data points, consolidating them across systems, building meaningful dashboards and enabling smarter decisions through reporting and forecasting.
Articles I originally published on LinkedIn — collected here so they are easier to read, share and reference.

Identifying the right data points, consolidating them across systems, building meaningful dashboards and enabling smarter decisions through reporting and forecasting.

What marketing operations actually does — process design, campaign enablement, planning and the tech stack that powers a modern B2B marketing team.

How to segment your database, build governance for your email marketing efforts, and design nurture flows that scale.

What database & nurture marketing is, who you need on board, and how to steer it with the right KPIs — lessons from building Celonis' global email marketing team.

A best-practice guide for promoting a large-scale virtual conference, based on running Celosphere Live 2020 at Celonis.

A practical introduction to lead scoring & grading for B2B marketers — including MQL thresholds, common pitfalls and learnings from scaling the process at Celonis.