Thesis · Framework

Frameworks. Reusable patterns for African AI.

Architectures and playbooks we have proven once and rolled out across multiple institutions.

Kwish-built product

A Kwish-owned SaaS product: AI ad generation for African marketers, with brand kits, image and video ads, credits and payments.

Outcome: Live product with paying users

Kwish-built product

A Kwish-owned product: AI procurement integrity platform with anomaly detection and public accountability reporting.

Outcome: Procurement anomalies surfaced for public scrutiny