sewardrichard/mfz-ai-chatbot

To automate customer inquiry handling, loan officer assignment, and lead distribution for MFZ Zambia. # MFZ AI Chatbot - Automated System **Client:** MFZ Zambia (Microfinance) **Platform:** Botpress (WhatsApp Cloud API & Webchat) **Developer:** Seward Mupereri **Objective:** To replace manual office-based lead distribution with an automated, 24/7 intelligent routing and support system. --- ## 1. Executive Summary Previously, MFZ Zambia managed all customer inquiries and loan applications via a manual operator at the head office. This individual was responsible for answering WhatsApp messages, identifying customer needs, and manually assigning loan officers based on location. The **MFZ AI Chatbot** fully automates this lifecycle. It qualifies leads, provides instant support via a curated Knowledge Base, and uses a smart distribution algorithm to assign customers to the nearest branch or loan officer without human intervention. --- ## 2. Core Operational Pillars ### ⚡ 24/7 Availability & Speed Unlike manual processing, the bot is available every second of the year. * **Zero Latency:** The bot processes natural language and queries internal databases in milliseconds. * **Always Online:** Leads generated outside of business hours are captured and routed immediately, ensuring no customer is lost to a competitor due to a delay. ### 🎯 Absolute Accuracy & Compliance The bot utilizes **Retrieval-Augmented Generation (RAG)** to ensure it only speaks from MFZ’s verified data. * **Knowledge Base (KB):** Trained on specific MFZ policies and service descriptions. * **Financial Boundaries:** To maintain compliance and professional standards, the bot is strictly programmed **not** to share interest rates, repayment amounts, or specific loan terms. These sensitive details are reserved for the assigned human loan officer to ensure a professional, personalized closing. --- ## 3. Key Technical Features ### A. Geographic Branch Routing The bot uses a nested selection flow to guide users to the correct physical location: 1. **Province Selection:** User selects their region fro …