Twenty years of Artificial Intelligence Integration experience — migration controls; system integration; target architecture; evaluation criteria; data boundaries; model selection; migration analysis; data flows.
Technical experience relevant to Artificial Intelligence Integration spans process mapping, system integration, automation, migration controls, and target architecture. Victor’s deeper specialization covers output governance, model selection, prompt architecture; Artificial Intelligence Integration analysis covering data boundaries and API behavior.