Personalization is constrained by privacy law, fairness standards, and suitability obligations. Algorithms must not introduce discrimination, opaque profiling, or fiduciary breaches.
Sector Constraints
| Sector | Regulatory Limitation |
|---|---|
| Wealth | Fiduciary suitability |
| Insurance | Anti-discrimination rules |
| Banking | Credit fairness requirements |
Supervisory scrutiny increases where personalization influences financial outcomes materially.
References: – European Banking Authority, Guidelines on Loan Origination – European Insurance and Occupational Pensions Authority, Fair Treatment Principles