Publications
Publications
- February 2022 (Revised September 2022)
- HBS Case Collection
InstaDeep: AI Innovation Born in Africa (A)
By: Shikhar Ghosh and Esel Çekin
Abstract
Karim Beguir and Zohra Slim were the co-founders of InstaDeep, a deep tech startup focusing on artificial intelligence (AI) solutions. Instadeep was one of the few companies globally that were partnering with DeepMind, an AI subsidiary of Google [Alphabet Inc.]. InstaDeep employed DeepMind’s reinforcement learning approach in its business solutions.
When Beguir and Slim founded the company in 2014, it was a web design company that aimed to build a globally competitive enterprise and create impact by hiring talent in Africa. Beguir, a mathematician by training, figured out that AI could be employed to solve century-long industrial problems such as container packing or route optimization, so the duo shifted the company’s focus to AI in 2017. They then had the option to either apply for proprietary IP and monetize their intellectual property rights or to publish the idea as a research article on an open access platform, which would allow all scientists to benefit from it.
By 2021, InstaDeep had created two major branded products: DeepPCB, an AI-powered printed circuit board routing system, and DeepChain, an AI-based protein design system to speed time to market for new drugs being developed by scientists. They had two other products in development, and the possibility of developing many more verticals was in the cards. But Beguir and Slim had to decide whether to position InstaDeep as an extremely horizontal AI company that could push innovation in a multitude of verticals, or to focus on just a few. The former would create big impact by fully leveraging the capabilities of the AI team in a wide range of fields. But focusing on a few verticals and managing fewer customers had its advantages, too. What should they do?
By 2021, InstaDeep had created two major branded products: DeepPCB, an AI-powered printed circuit board routing system, and DeepChain, an AI-based protein design system to speed time to market for new drugs being developed by scientists. They had two other products in development, and the possibility of developing many more verticals was in the cards. But Beguir and Slim had to decide whether to position InstaDeep as an extremely horizontal AI company that could push innovation in a multitude of verticals, or to focus on just a few. The former would create big impact by fully leveraging the capabilities of the AI team in a wide range of fields. But focusing on a few verticals and managing fewer customers had its advantages, too. What should they do?
Keywords
AI; Artificial Intelligence; Entrepreneurship; Operations; Business Subsidiaries; Brands and Branding; Innovation and Invention; Growth and Development Strategy; AI and Machine Learning; Technology Industry; Africa
Citation
Ghosh, Shikhar, and Esel Çekin. "InstaDeep: AI Innovation Born in Africa (A)." Harvard Business School Case 822-104, February 2022. (Revised September 2022.)