Business Situation
Many customers today expect personalized interactions, and relevance is key to capturing their attention. The client wanted to engage a vast user base with timely and meaningful offers, tailored to each customer’s preferences and history. Delivering the right recommendation to the right segment required a system capable of understanding user behavior and preferences across different scenarios.
The client aimed to enhance engagement and drive loyalty through personalized messaging. Their goal was to send context-specific recommendations- for example, offering new car suggestions to long-term owners and maintenance discounts to recent buyers, ensuring every customer received relevant communication at the right time.
After a thorough evaluation of more than 20 software engineering companies, the client zeroed in on Unthinkable Solution for our vast expertise in developing AI-driven personalization engine.
Some of their key requirements included:
Deliver personalized recommendations and messages to customers efficiently and at scale.
Accurately segment and filter customers based on attributes like birthday, anniversary, maintenance dates, car model, and purchase history.
Predict customer preferences and ratings to suggest relevant car models or offers.
Ensure messaging is sent at the optimal time to maximize engagement and response.
Maintain user privacy while enabling AI-driven model training and data analysis.
Generate brand-aligned, human-like messages automatically using AI and LLMs.
