Personalization levers vary based on product complexity and data availability. Contrast table:
| Sector | Dominant Personalization Driver |
Example |
|---|---|---|
| Banking | Transactional + credit data | Offers, pre-approvals |
| Insurance | Risk + lifestyle data | Premiums, coverage |
| Wealth | Goals + risk appetite | Portfolios |
| Fintech | Behavioral + NPS | Upsells, conversion |