Path: Anaconda

Modern AI development often happens at a higher layer of abstraction. If developers use cloud APIs (OpenAI API) or managed services (Vertex AI), they touch less Python infrastructure. Anaconda must ensure it remains relevant in the MLOps pipeline (model deployment and serving), not just the training phase.

Monitor the adoption of Anaconda Repository within Fortune 500 companies. This security-focused product is the primary growth engine, decoupling the company's revenue from the individual desktop market. anaconda path