Working sketchFor discussion · Not for distribution

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Built by Corporate AI Solutions. The author holds a 2% advisory equity interest in LingoPure — which, in the framing of this reframing, would be one of several capable English assessment providers that could plug into the kind of rail described here, alongside Pearson, OET, British Council and others. The rail's value is the layer above the providers, not any one provider's product. Any production deployment would be governed by an institutional structure with binding authority over service provider admissions — a structure properly defined by AIFTIS and signatory partners.

AIFTIS reframing demo · 2026 · for discussion

v1 — original assessment-product framing (legacy)