The key is embedding quantitative prompts inside onboarding experiences so participants perceive personalization while fiduciaries collect the data they actually need.
Tag "risk capacity"
Risk capacity anchors 401k advice in hard data—income stability, net worth, liquidity, and retirement timeline. Unlike tolerance, which shifts with market moods, capacity reflects what participants can afford to lose, aligning with ERISA’s fiduciary duties.









