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Notes on automation for modern marketing teams.

Practical thinking on AI workflows, browser automation, SEO operations, and the agency work that should scale without adding headcount.

July 20267 min read

From Software as a Service to Service as Software: why AI is flipping the model (and what it means for you)

SaaS is dying. AI lets agencies sell their expertise as software itself. Here's what Service as Software means for your business, and how to start.

June 20264 min read

We built a proprietary technology that turns any browser task into a scalable automation

Lorenz LBD lets marketing agencies automate repetitive browser tasks: CMS updates, bulk product edits, multi-market publishing, and recurring operations without fragile AI agents.