Nicholas Nick Cammarata founded Drift Part AI to help businesses understand and control what their AI systems are really doing. After a decade leading high-performance recruiting and sales teams, he shifted his focus to AI architecture and model reliability — bringing human clarity to machine behavior. Nick specializes in translating complex model performance into plain business terms. His frameworks blend open-source monitoring tools like Evidently AI with custom reporting dashboards that surface alignment, accuracy, and risk in ways leadership teams can actually use.