Intelligence that works while you sleep.
Founder & sole developer · with co-founder Amal Moidu Mohamed (operations & commercial)
Small business owners in the UAE usually check the till at closing and guess. Kognition reads the daily sales export they already have, works out what changed, and sends the owner a short brief on WhatsApp every morning: revenue, orders, margin, best-seller, and an alert if something looks off. They don't change their POS or install anything.
IngestDaily export from the client's own Google Drive, with flexible per-industry column matching
Sanity-checkHolds the brief when data is incomplete or corrupt, so it never sends a wrong number
KPIsRevenue, orders, margin, best-sellers computed per client
DetectStatistical deviation against each client's own same-weekday rolling baseline
ForecastStatistical projection with day-of-week, UAE holiday & Ramadan seasonality
DeliverClaude writes the plain-language brief, sent via WhatsApp at 07:00 UAE
Stack
- Python / Flask on Railway (CI deploy from GitHub)
- Supabase: auth & client portal
- Twilio WhatsApp · Google Drive API
- Anthropic Claude API for language generation
- Netlify: bilingual EN/AR site, RTL, dark/light
Engineering decisions
- Multi-tenant: one deployment, onboarding a client adds a registry record, not code
- Client data stays in the client's Drive, with revocable read-only access
- Admin API secured with a server-side key and constant-time comparison
- Sanity layer verified in production by holding a zero-revenue brief
Built for
- F&B and cafés
- Private clinics
- Retail
- Real estate agencies
- Contracting & transport
An applied-AI system, not a proprietary trained model. The value is in the assembled pipeline, UAE-specific calibration, and the delivery channel.