How technology, digital advice, factor products, and ESG approaches affect modern portfolio management.
This chapter examines several modern developments in portfolio management that now influence how advice is delivered, how products are designed, and how investors evaluate investment choices. It covers technology-enabled investing, online advisory models, factor-based ETFs, and responsible investment approaches.
For exam purposes, the chapter is not about treating every new idea as automatically better. It is about identifying what these innovations change, what they do not change, and how the same core duties around suitability, disclosure, supervision, and portfolio fit still apply.
The strongest way to study this chapter is by comparison. Ask what each development adds, what risks it creates, and which traditional portfolio-management principles still remain in force. In most exam scenarios, the right answer is not that technology replaces judgment. It is that technology changes how judgment is exercised and supervised.
Students are often tested on distinctions: automation versus human oversight, passive indexing versus factor tilts, ESG integration versus marketing claims, and innovation versus suitability. Be ready to identify both the benefit and the control issue in the same fact pattern.