Using AI to understand customer feelings, we create focused strategies to raise sales and lower churn
Banking & Finance
Our client on whom this case study is based is a life insurance company in India. They wanted to optimize their customer experience. To do this, they needed a strong CX program built on the ‘Voice of the customer’.
Previously, they were collecting feedback data through surveys but it wasn’t focused on obtaining actionable insights. Therefore, they were looking for a holistic, insights-led, organization-wide CX program.
They chose Numr because,
“Compared to other vendors, Numr had the perfect mix of the capability, quality, price, and skill we wanted.”
There were several challenges our client wanted to overcome. The main ones being-
1. Establish a CX initiative from the ground up
2. Uncover granular insights from customer feedback and utilize them for everyday decision making
3. Recover high value detractors
4. Inculcate customer-centricity in their organization
To increase response rate and reduce survey fatigue, our survey format was as follows.
Net Promoter Score Rating + Open Comment Box + Drilldowns
Out of a total of 8 transactional touchpoints, the first one that our client wanted to prioritize was ‘Policy Issuance’.
We teamed up to keenly understand the entire journey of a customer when issuing a policy. Some of the drilldowns we evaluated were-
This allowed our client to discover key issues around ‘Policy Issuance.’
Once the survey results starting pouring in, we used our dynamic dashboards for real-time reporting. The dashboards, along with consultancy support made it easier for our client to understand their customer data.
We measured T-NPS for all touchpoints, such as, welcome call, QRC, Premium Payments, Policy Issuance, etc.
Using Drivers analysis, we discovered the touchpoint that had the largest impact on our client's NPS®- Policy Issuance. Subsequently, they allocated maximum resources to prioritize ‘Policy Issuance’, as per our recommendation.
Numr Sense AI analyzed hundreds of comments to understand emerging issues. From the comments “General and Policy Information’ emerged as an area of concern. This coincided with the result of our drivers analysis- that ‘Policy Issuance’ is a major touchpoint.
Then, we further drilled down into the data to investigate which customer segment was most dissatisfied with ‘Policy Issuance’.
DISCOVERY- We found that HNI customers (high-value customers) had lower ‘policy purchase satisfaction’ compared to their non-HNI counterparts.
This was a problem.
Through regression analysis, we discovered that ‘Responsiveness’ and ‘Contactibity’ were the attributes causing the most dissatisfaction.
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With AI, Numr CXM gauges your customers' emotions and actions, providing you with actionable insights to elevate sales and customer retention