Introduction

Next-best-action models identify optimal financial products or services for each client at specific times, improving advisory effectiveness and cross-selling success without being pushy or inappropriate.

Model Architecture and Components

Propensity models predict client receptiveness to products (likelihood of accepting insurance recommendation). Timing models identify optimal engagement windows (when client is most receptive). Portfolio models recommend appropriate products (which specific products fit client situation).

Results and Client Impact

Implementing next-best-action improves cross-selling success rates 25-40% while improving client satisfaction through relevant recommendations at appropriate times.

Conclusion

Next-best-action models improve cross-selling effectiveness and client alignment.