More than 400 developers, entrepreneurs, technology professionals, students and innovators gathered at Strathmore University for ClawCon Nairobi, highlighting the growing interest in personal AI assistants and autonomous AI agents in Kenya.
The inaugural event focused on OpenClaw, an open-source personal AI assistant that can operate on a user’s computer, server or cloud environment and, with appropriate permissions, connect to communication channels, applications and digital services.
Discussions at the conference reflected a broader shift in artificial intelligence from systems primarily designed to answer questions toward AI agents capable of performing tasks, automating repetitive processes and coordinating activities across digital platforms.
Unlike conventional chatbots, personal AI assistants can be configured around the specific needs of individuals or organisations. Potential applications discussed at ClawCon Nairobi included research, information management, software development, content preparation and recurring administrative tasks.
Developer and OpenClaw community member Frank Odongkara said personal AI could provide African entrepreneurs, professionals and students with an accessible way to improve productivity, including through assistants that can operate through familiar communication platforms.
Hosted by First Circle Capital Partner Agnes Aistleitner, the event brought together developers, founders, researchers, creators and business operators from across Kenya’s technology ecosystem. Demonstrations and discussions explored practical applications of personal AI in everyday work and business operations, alongside opportunities for developers to build new products around the technology.
The growing interest also reflects a broader change in Kenya’s AI ecosystem. Developers and businesses are increasingly exploring how AI can be built, adapted and applied to local requirements rather than relying exclusively on products developed for other markets.
OpenClaw was created by Austrian software developer and entrepreneur Peter Steinberger, who previously founded document technology company PSPDFKit. The project has since developed into an open-source community involving developers, entrepreneurs, researchers and users exploring personal AI applications.
For African entrepreneurs and small businesses, personal AI could offer opportunities to automate routine activities without requiring large teams or complex infrastructure. Assistants configured around specific workflows could support administrative work, research and information management, particularly for businesses where teams handle multiple functions.
However, the increasing capabilities of personal AI systems also raise considerations around permissions, data access and security. As agents gain the ability to interact with applications and communication platforms and perform actions on behalf of users, organisations will need to consider what systems they can access and what actions they are authorised to execute.
ClawCon Nairobi highlighted the growing movement toward AI systems that do more than generate information. As personal AI develops, such systems could increasingly serve as interfaces between users and the digital tools they depend on, influencing how individuals manage routine work and how businesses approach automation and product development.
