Essays on operational AI at the scale of large organizations.
Why Organizations Struggle to Scale AI.
260 pages on the seam between intent and reality — and the operating model that closes it.

Twenty-eight years in enterprise IT, first production code at sixteen. Author of Strategy is Good. Execution is Better. Has worked inside organisations from 250 to 400,000 employees, advising across telco, utilities & energy, financial services, consumer goods, and automotive. Speaks DE · EN · TR.