Spending shift detection: premium card upsell в момент изменения

Сценарий

Customer с standard debit card. За 3 месяца spending увеличился на 30%, появились premium retail, business travel, FX transactions. Customer перерос current card.

Без trigger customer eventually realises и upgrades — but timing slow или customer migrates to better card у конкурента.

Триггер

Spending pattern detection:

• Monthly spend увеличился >30% за 3 месяца.
• Categories shifted к premium (international, business travel, premium retail).
• FX transaction frequency растёт.
• Cashback / loyalty redemption potential underutilised.

Действие

Push: «Ваш spending pattern fits a premium card. Premium tier даёт: lounge access, FX 0%, 5% cashback в travel categories. Annual fee free first year при upgrade сейчас».

Show comparison: current card benefits unused vs premium fits.

Frictionless upgrade: 1 click → biometric → новый card в app immediately, physical card by post.

Что меряется

Upgrade acceptance rate.

Customer satisfaction post-upgrade.

Annual fee retention (renewed после free year).

Cross-sell follow-up (travel insurance, FX deposit, investment).

LTV impact.

Что не делать

Не upsell кому, кто не qualifies — premium fee burden hurts.

Не fake «exclusive offer» — transparent eligibility.

Не игнорировать downgrade option — если customer’s spending falls.

Не bombard каждое card category change.

Связанное

• /architecture/banking-cdp-architecture/ — CDP
• /architecture/banking-realtime-decisioning/ — decisioning
• /insights/banking-card-economics/ — card economics
• /insights/banking-cross-sell-economics/ — cross-sell