Dr. Sophia Fannon-Howell
Founder, Aterra AI
I have spent over twenty years working at the intersection of technology, data, and complex organisations — first as a data specialist and database developer, and ultimately as a senior innovation leader responsible for building AI and digital capability at scale.
That career has taken me through some of the most technically demanding and commercially high-stakes environments in the world. It has taught me a great deal about what makes innovation succeed or fail inside large organisations - and rather more about the gap between what technology promises and what it actually delivers for the people it is supposed to serve.
Those two insights sit at the heart of everything Aterra AI does.
The Consultancy Work
My consultancy practice draws on three distinct phases of innovation leadership within a UK energy major.
Building the strategic partnerships and data engineering team, developing data models, and governance structures that enabled the business to manage its data at scale.
Leading a 130-person global data organisation delivering products across five business units simultaneously, before moving into innovation leadership within commodity trading business - one of the world's most complex trading environments - where I delivered production AI systems and built the governance frameworks required for compliant deployment at scale.
What I observed consistently is that innovation fails not because of ambition or technology, but because of the absence of strategic alignment, organisational capability, and the structures needed to take ideas from experiment to production.
I now work with a small number of organisations each year to help them solve precisely that problem.
The FarmerFirst Mission
Aterra AI's wider mission emerged from a different observation.
As a Trustee of the British Hen Welfare Trust, I began to understand the economic pressures facing UK farmers: margins so thin that even those who want to farm in a higher welfare and sustainable way are constrained by a system that consistently extracts value from them. At the same time, my professional experience had shown me how powerful technology can be as a tool for value redistribution and system change, when it is designed with that intention.
FarmerFirst is the result of asking a simple question: what would it look like to use technology not to extract value from a food system, but to redirect it back to the farmers at its heart?
The answer is a farmer-governed digital platform - co-designed with farmers, governed by farmers, and built to ensure that the value their work generates stays with them.
What Connects the Two
These are not separate endeavours. They are expressions of the same conviction: that technology is not inherently transformational. It becomes transformational when it is strategically purposeful, organisationally embedded, and designed in genuine service of the people it is meant to help.
That is what Aterra AI is building.
