The governing principles for all AI work undertaken by afrAIca (PTY) Ltd, across advisory services, development projects, implementation engagements and research.
Africa is not waiting for the world to decide what artificial intelligence means for the continent. afrAIca was established to build sovereign, ethical and human-centred AI solutions for African institutional transformation. This policy represents our operational commitments, not a compliance exercise.
This policy establishes the ethical principles, operational boundaries and accountability standards for all AI activities undertaken by afrAIca (PTY) Ltd, across advisory services, development projects, implementation engagements, research outputs and partnerships.
This policy covers all employees, contractors, associates and partners of afrAIca, all client engagements, all AI systems developed or deployed, all internal tool usage, and all branded research and publications.
The Chief Executive Officer's office maintains ownership of this policy. It is reviewed annually, or immediately when regulatory, technological or social conditions materially change.
Eleven interdependent principles guide our work. These are operational commitments, not aspirations.
African AI adoption must preserve human capital, algorithmic independence, data residency and infrastructure control within African institutions.
Success is measured by client capability building and independence development, not technology purchases.
We accept accountability for the quality of our recommendations and their downstream societal consequences, without contractual disclaimers.
We refuse engagement with deceptive, manipulative, non-consensual surveillance or harmful AI applications. Ethical impact assessments are conducted as standard.
We actively audit for bias across race, gender, language, geography and socioeconomic status, treating African contexts with equivalent rigour.
Recommendations derive from individual client contexts, objectives and constraints, not vendor preferences.
Solutions must strengthen social fabric and serve communities broadly, rather than concentrating power among few.
We communicate methods, limitations and reasoning transparently. We do not create dependency through opacity.
Personal data governance follows privacy-by-design principles aligned with POPIA Act 4 of 2013 and emerging African standards.
We prioritise necessary truths over preferred narratives, disclosing conflicts of interest and uncertainty.
AI augments human capability. Human dignity and judgement are prioritised over technological efficiency.
We decline projects where the primary objective involves:
Assessments evaluate five dimensions: Infrastructure and Connectivity, Data Availability and Quality, AI Talent and Skills, Policy and Regulation, and AI Adoption and Investment.
All assessments are evidence-based, client-specific and vendor-neutral, presenting honest findings including gaps alongside opportunities.
Every AI deployment requires:
"AI does not make decisions. People make decisions. AI informs them."
Human review mechanisms precede any consequential action affecting individual rights, livelihoods, health or service access.
Recommended governance includes:
High-stakes AI models undergo bias assessment across protected characteristics including race, gender, age, disability, language and geography before deployment.
Systems must remain accessible to intended populations. Deployments that concentrate advantage while externalising costs to marginalised communities are rejected.
Privacy is a foundational design requirement, not a post-deployment control. We implement:
We prioritise energy-efficient infrastructure and African renewable energy sources for AI computation. Deployments with significant societal reach should include social impact assessments and ongoing monitoring mechanisms.
Our standards align with:
The CEO maintains ultimate accountability. No commercial consideration overrides the commitments in this policy. Client requests that conflict with this policy are escalated to the CEO before proceeding. Concerns may be raised at progress@afraica.co.za. Annual minimum review schedules apply.
"AI is not neutral. It carries the values, assumptions and intentions of those who build it."
We prioritise sovereignty over dependency, honesty over convenience, and people over efficiency.
Signed and Adopted: Chris Coetzee, Founder and Chief Executive Officer, afrAIca (PTY) Ltd
Date: November 2025
Policy Ref: afrAIca-POL-ETH-001