Kate Kallot Is Building the Data Infrastructure African AI Needs

As she began developing the idea, a more fundamental challenge emerged. Useful AI depends on reliable data, yet much of the information she needed across African markets was fragmented, difficult to access or simply unavailable. The difficulty of finding locally relevant data eventually changed what Kallot set out to build. Amini, founded in Nairobi in 2022, would focus on the infrastructure underneath AI.

Starting with the ground

Agriculture made the gap particularly visible. Satellite technologies already existed to monitor farms, but many had been developed around agricultural systems very different from those found across Africa. Large farms elsewhere might grow a single crop across clearly defined fields, while African smallholder farms can be smaller, less formally mapped and grow several crops within the same plot.

Amini began bringing together satellite imagery, weather information, sensors and other data sources to create a clearer picture of these environments. Farmers could gain better information about crops and changing conditions, while insurers, financial institutions and other businesses could use the data to understand risk, supply chains and environmental impact.

Kallot’s years in global technology gave her experience of what advanced systems could do; building Amini meant applying that knowledge to environments with different realities. Local context became part of the technology itself, shaping what information needed to be collected and how it could become useful.

Building something others can build on

Amini quickly attracted attention beyond Kenya. The company raised $2 million in pre-seed funding in 2023, followed by a $4 million seed round later that year, allowing Kallot to grow the team and expand the ambition behind the business.

Environmental data had provided a starting point, but the problem extended much further. Across many emerging economies, valuable information remains analogue, scattered between different sources or difficult for technology companies to process. As Amini has grown, its focus has expanded towards building broader data infrastructure for Africa and other markets across the Global South.

Kallot is positioning the company within a part of the AI ecosystem that receives less public attention but determines much of what can eventually be built. By collecting, structuring and making local data usable, Amini can provide a foundation for other companies developing products and services on top of it.

Building Africa’s place in AI

There is a clear thread between the global technology career Kallot built and the company she is now growing from Nairobi. She has seen how the global AI ecosystem operates, while her experience building in Africa exposed where its existing foundations do not always translate.

Amini has allowed her to turn that gap into the business itself. What began as an ambition to build an AI company has grown into an effort to create some of the infrastructure that could enable many more to emerge.

As Africa develops its place within the global AI economy, Kate Kallot is building from the foundations up, combining global experience with local realities to create technology that reflects the markets it is designed to serve.

Sources :

Amini, “About”
Amini, “Amini Corp, founded by former NVIDIA exec, raises $2M funding”
Via Satellite, “The Africa-Centric Approach at the Heart of Kate Kallot’s Bold Vision for Amini”
Citizen Digital, “Climate tech start-up Amini raises Ksh.613 million seed funding”
AFP via RTL Today, “Nairobi startup’s bid to be ‘operating system for global South’”