The Right Strategy
To understand how to implement an AI stack that creates the most value for your organization, think of how your body’s nervous system functions. General purpose AI models act as the “brains” of your implementation and niche-specific AI models as the “senses” used to interface and address your proprietary data. “Brains” would be models like GPT-4 which is behind ChatGPT. “Senses” would be models that speak languages like SQL, Accounting, Python, Marketing Copy and can be fine-tuned on your proprietary data. Much like your body’s neural signaling, having your data and AI infrastructure in close physical proximity enables the entire mechanism to work in the most fluid fashion.