AI Systems Engineer for Agencies
Foundation before automation.
I help agencies move from individual AI habits to one controlled brand and technical foundation for people and approved AI environments.
Christoph Sauerborn
Engineering discipline for messy creative operations.
My background spans mechanical engineering, industrial digitalisation and agency operations. The common thread is simple: good tools only become useful when the surrounding context, responsibilities and quality checks are explicit.
Today I connect structured brand context, central ownership, team access, Skills, MCP connections, governance and tests—starting with the source material and decisions that make outputs defensible.
What I do not promise
No magic prompt, instant transformation or invented client certainty. If the evidence is missing, the system should say so.