Approval flow: Buyers get instant dashboard access after email verification. Agents, Contractors, Developers, Investors, and Sponsors land in the admin queue — Hassan reviews each application personally before access is granted (filters bots and lead-gen spammers).

Sponsors (banks · NGOs · governmental land registries · valuers · REITs) additionally receive: (1) a scoping call from Provecta Group to define the data partnership; (2) a dedicated bRRAIn instance branded to your institution (e.g. "KCB bRRAIn") that queries your internal data feeds AND the live Karibu Index in one place; (3) bidirectional live integration — your internal real-estate updates flow into Karibu Index continuously, and Karibu Index flows back to your institution as a richer aggregated view your analysts can cite in regulatory filings.