Source before assertion
A project claim should point back to the document, assessment or decision that supports it.
Trust & oversight
Confidence should have a traceable foundation.
Afribuild Operating System is being shaped around a simple distinction: a helpful answer is not necessarily a verified one. Project participants should be able to understand both the evidence and its limits.
Design principles for a platform in development.
Three principles
Human judgment in the loop
AI-generated assistance is distinct from professional review and formal approval.
Access with intent
Different participants need different views. The proposed Passport is designed around controlled sharing, not indiscriminate disclosure.
Accountability
Different responsibilities. Clear boundaries.
The intended system brings the work into context, without pretending that automation has the authority of a qualified practitioner or a regulator.
AI accelerates
Assistance can structure information, surface questions and draft early work.
Professionals validate
Qualified people remain accountable for technical and commercial review.
Authorities approve
Formal permissions remain with the relevant institutions and their documented processes.
Evidence belongs with the project.
See how a proposed Development Passport could keep sources, decisions and access connected.
Explore the Passport