Customer Need Predictor

Purpose

Customer Need Predictor is designed to predict customers’ future financial needs using AI models based on their past transactions and to suggest complementary financial products adapted to the customer’s profile.

Primary users

The primary user is not specified in the provided information; please refer to documentation or the agent owner, Geoffroy Borensztejn, for details about intended users.

Where it fits (process/stage/trigger)

Customer Need Predictor fits in a customer financial analysis and recommendation process where past transaction information is used to anticipate future needs and identify relevant complementary financial products.

Key capabilities / workflow

The agent analyzes customers’ past transactions, uses AI models to predict future financial needs, evaluates whether complementary products are adapted to the customer profile, and generates automatic product suggestions.

Inputs

Formal inputs are not specified in the provided information; the use case explicitly states that the AI models are based on customers’ past transactions and the customer profile.

Outputs / Deliverables

Formal outputs are not specified in the provided information; the stated deliverables are predictions of customers’ future financial needs and automatic suggestions of complementary financial products adapted to the customer’s profile.

Value

Customer Need Predictor supports more proactive customer engagement by helping identify future financial needs and relevant complementary financial products based on available customer transaction history.