CUSTOMER STORY | BANKING

ING finds the business clients who need funding: 26% of the top 15% bought a credit

ING wanted to anticipate the funding needs of its business clients with limited commercial resources. TIMi identified the top 15% of clients to contact, at the two moments of the year when needs are highest.

Top 15% who bought a credit


26%

Conversion rate


+20%

Cost reduction


-€1.3M

OVERVIEW


The challenge.

Commercial resources were limited, so management had to detect, among its business clients, those with a funding need.


Limited commercial resources

Management had to find, among all business clients, the ones with a funding need.


Missed market opportunities

The aim was to miss fewer opportunities in the market.


Staying close to clients

Anticipating needs keeps the relationship with existing clients active.

SOLUTION


What was done.

TIMi modeled the likelihood of taking a credit and identified the business clients to contact, at the two moments of the year when needs are highest.

Model

TIMi modeled the likelihood that a business client takes a credit.

Select

The top 15% of business clients were identified as the ones to contact. In this group, 26% bought a credit.

Contact

Contact took place at two critical moments of the year: December and April, when funding needs are highest.

RESULTS


What changed.

The results of the lead scoring model.

Credit purchases

26% of the business clients in the top 15% bought a credit.

Conversion rate

The conversion rate increased by 20%.

Costs

Costs were reduced by €1.3M.

USE CASES BEHIND THIS STORY


Read the method.


Lead Scoring

Rank leads by their likelihood to convert, with the reasons behind each score.

Read more

Credit Appetite Prediction

Estimate which customers are likely to take up a credit product.

Read more

SEE FOR YOURSELF


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