In Kenya, more than 1.3 million women living in Nairobi slums are unemployed due to lack of formal education. Casual cleaning for upmarket suburban households allows them to earn a legitimate living and support their children, but there’s a struggle to connect cleaners with clients. Gwiji bridges this gap by making it easier for both parties to find each other in real time, thereby exposing casual cleaners to more work while providing convenience to clients.