Choppy Week for AI After Calls to Slow Model Deployment

For many advisory firms, portfolio management creates a practical tension. Standardized models can simplify implementation and support scale, yet they may not reflect a firm's investment philosophy, tax realities, legacy holdings or preferred managers. Building every portfolio internally preserves control, but it also demands time, systems and ongoing investment oversight.