How Choice AI Cuts Through Furusato Nozei Gift Overload

# The Bad News/Struggle Donors face a mountain of choices when they try to use the Furusato Nozei program. With hundreds of municipalities and thousands of thank‑you gifts, many first‑time users feel lost, spend hours searching, and often abandon the process because it feels too complex. ## The Fix TRUSTBANK introduced Choice AI, an OpenAI‑powered chat assistant that guides users through the gift‑selection journey. By turning a long list into a short, tailored conversation, the tool helps donors quickly find items that match their interests and donation limits, turning confusion into clarity. ### Multi‑Agent Architecture The system uses a routing model that decides what the user wants and then hands the request to specialized agents such as Search, Recommendation, and Greeting. Each agent can call sub‑agents or tools, allowing the assistant to answer varied questions without breaking the flow. ### Personalization in Prompts User data and intent shape the prompts sent to the language model. Existing donors follow one path, newcomers follow another, and the model adapts in real time. For teams looking to pick the best model for similar projects, Choosing the right AI model for your project offers useful guidance. ### Randomized Search for Fairness To avoid pushing the same popular gifts, the assistant adds controlled randomness. Recommendations are spread across prefectures based on donation data, helping smaller towns get exposure while still respecting user preferences. ## Final Verdict Choice AI turns a daunting catalog into a friendly, conversational guide. Donors get quicker answers, see a broader range of gifts, and feel more confident about their contributions. The result is higher conversion rates and a healthier balance for municipalities across Japan.