Use Cases

Loan pre-approval at salary increase: offer in the salary bump moment

When customer's salary grew 20%+ in 3 months — moment for a loan offer with higher limit and lower rate.

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Scenario

Customer X gets salary at the bank. Over 3 months salary grew from 5M to 7M (e.g. promotion). Old loan eligibility outdated.

Without a trigger the customer does not know about new eligibility. May take a limit at market rate from a competitor.

Trigger gets ahead of the competitor, offers a pre-approved loan at customer’s actual capacity.

Trigger

Salary deposit pattern detection:

  • Last 2-3 salary payments significantly above baseline.
  • Pattern stable (not a one-off bonus).
  • Customer eligibility (good repayment history, no recent default).

Action

Push: “Congrats on the salary increase. Your pre-approved consumer loan limit is now $X (was $Y). Activate?”.

Frictionless: click → terms preview → biometric → loan disbursed.

What is measured

Acceptance rate.

Rate vs walk-in customers (better, because pre-approved).

Cross-sell ratio after loan activation.

Retention impact.

What not to do

Do not offer without actual customer need — predatory.

Do not pretend the customer needs a loan — frame as “available if needed”.

Do not ignore regulatory consumer protection — affordability assessment mandatory.

Do not bombard customers who declined.

How SamaraliSoft engages

Sprint Salary-Triggered Loan — 4-6 weeks. Pattern detection, eligibility framework, offer UX, regulatory alignment.

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