This site is a collection of writings, both past and present, curated by Bill Anderson. The writing is divided into three sections:
These are finished pieces of recent work. I had planned to migrate to SubStack but didn't feel comfortable there, so this is my new home. The other benefit of this site is that I am able to display and host datasets and their metadata more elegantly than a GDoc link.
I have a number of research projects on the boil and in this section I share data that is work in progress. It isn't the final product and comes with plenty of disclaimers but I believe it can be helpful to other colleagues working in this field.
In my 14 years working for Development Initiatives we got quite a bit done. This collection of papers and blogs does not belong to me alone. I acknowledge the contributions of my ongoing collaborator, Bernard Sabiti, and ex-colleagues Alex Miller, Beata Lisowska, Claudia Wells, Kate Hughes, Liz Steele, Martha Bekele, Sam Wozniak, Steve Kenei, Tom Orrell and Wilbrod Ntawiha.
Back in the 1980s I worked as head of data processing for the ANC's military intelligence department. A complete set of South African telephone books was our internet. From them we mapped military and police infrastructures, strategic oil dumps, infiltration routes. Since then I have always been fascinated by the potential of open source intelligence. Today's internet is both a treasure trove and a minefield. I now work daily with AI-driven search (Perplexity) and Large Language Models (primarily Claude). This is both an exciting and challenging undertaking and a constant learning curve. Hence my decision to develop the Lab section of this site where I can share work without risking my entire reputation.
I am an experienced systems architect with expertise in the politics, administration and technology of digital transformation, data governance policy, and data standards. My particular focus is on Africa's digital sovereignty — the struggle to ensure that the continent's data infrastructure is owned, governed and controlled by Africans.
I spent fourteen years at Development Initiatives, first as data standards advisor and technical lead of the International Aid Transparency Initiative (IATI), then as data ecosystems programme lead. Development Initiatives went into liquidation in October 2024, and I now operate independently through Data Landscapers Ltd.
I am a veteran of the South African liberation struggle — conscripted into the apartheid army, I deserted, testified to the United Nations on its atrocities, and joined the African National Congress. That experience shapes everything I do. Digital colonialism is real. The antidote is African-led infrastructure, standards and policy.
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