STOKVELOS — AI Stokvel Management Platform

SA's first AI-powered stokvel management platform. R50 billion moves through South African stokvels annually. Most of it is managed via WhatsApp group chats and handwritten ledgers. StokvelOS digitises and protects that wealth.

What a Stokvel Actually Is

A rotating savings club — typically 10 to 50 members contributing a fixed amount monthly, managed by a voluntary administrator with no formal training and no technical infrastructure. Fraud, miscommunication, and manual errors cost South African stokvels an estimated R3B+ per year. StokvelOS exists to close that gap.

Core Features

Member management with contribution tracking, payment status, and history per member. AI Health Report — monthly Claude-generated compliance analysis: identifies members behind on contributions, flags unusual patterns, generates a plain-language summary for the administrator. Written to be understood by someone with no financial background.

AI Meeting Minutes — administrator enters rough notes from the monthly meeting → Claude generates formatted, professional minutes with action items extracted and assigned. Reduces the administrative burden of running a stokvel from 4 hours to 20 minutes.

WhatsApp Reminder System — personalised payment reminders per member, drafted by Claude in the tone and language appropriate to the relationship. Not a generic broadcast. A message that sounds like it came from a person who knows you.

Smart Insights — trend detection across contribution history. Flags the early signals of member financial distress before it becomes a missed payment that damages community trust.

Architecture

Next.js 14 App Router · TypeScript · Supabase with RLS (member data fully isolated per stokvel group) · OpenAI GPT-4o-mini for cost efficiency on structured generation tasks · Tailwind CSS · Vercel Analytics and Speed Insights built in.

Multi-tenant: each stokvel group is a fully isolated tenant. The administrator of Group A has zero visibility into Group B's data by RLS design.

Why OpenAI Here, Not Anthropic

StokvelOS uses GPT-4o-mini for its structured generation tasks (minutes, health reports, reminders) because the tasks are templated and deterministic — Haiku-equivalent cost optimisation. AdminOS and VarsityOS use Claude Sonnet for emotionally nuanced responses. The AI choice is made per product based on the nature of the task, not brand loyalty.

Stack: Next.js 14 · TypeScript · Supabase · OpenAI GPT-4o-mini · Tailwind CSS · Vercel