Where AI-enhanced accreditation (currently) sits. A few weeks ago I was presenting ten days of work to a university client – a detailed accreditation methodology built from the ground up. The report was substantial. The analysis was deep. And on the front page, as we always do, there was a disclosure that the deliverable had been produced in part using AI. The client paused. Looked up, and asked: "So why should I pay you for something I could produce myself using Co-Pilot?" I

The real bottleneck in accreditation assessment Accreditation is infrastructure. That’s not a metaphor – it’s the World Bank’s conclusion. Its flagship World Development Report, published in December 2025, is the first comprehensive global analysis of what quality standards really do for economies. It names accreditation as one of four pillars of quality infrastructure globally, alongside metrology, conformity assessment, and standardisation. Countries with stronger accredita

Accreditation is economic infrastructure. It’s foundational to development as roads or power grids. The World Bank’s 2025 World Development Report makes this striking claim. The UNESCO 2026 roadmap for transforming higher education points in the same direction. Taken together, the case is clear. So, that leaves us with the question: Who holds the infrastructure accountable? Accreditation bodies operate with significant delegated authority. They set the standards that deter