Where Does Your Organization Stand?
Fernando Angulo · fernandoangulo.com
Individual ad hoc AI use. No policy, no governance, no institutional memory.
Enterprise licenses, training programs. Adoption tracked by seat usage, not outcomes.
AI embedded in core processes. Feedback loops improve model performance.
Multi-agent workflows. Human specialists review before downstream action.
AI initiates workflows autonomously. Human oversight is exception-based.
"Adoption, enterprise scaling, and measurable value are different thresholds."
Fernando Angulo, Senior Market Research Manager at Semrush, an Adobe company
Evidence note
This is Fernando Angulo's working diagnostic framework. No public dataset directly maps organizations onto these five levels.