KERALA RISING · FROM EXPORTING PEOPLE TO EXPORTING IDEAS PHASE SC O PE WH A T I T P ROV E S State-wide Folded into HKS standing operations across local bodies That cleanliness is now audited infrastructure, not a drive Table 7.3; Clean Kerala: a three-phase rollout, each phase gated on the last. The independent cleanliness assessment is timed to the end of the scale-up phase, and its publication, favourable or not. Is the gate the rest of the book’s programs wait behind. The economics, configured The verification volume here is the highest of any program, because deposits are daily and routine, which is exactly the case the cheap classifier is built for. At a million-plus verifications a month across a mature state-wide rollout, the routine inference bill is in the low hundreds of rupees a month, with hardcase escalations adding at most low lakhs a year. Against a waste budget in the thousands of crores, the AI cost is invisible. The revenue lines most natural to cleanliness are Reward Partner subscriptions (every corridor has dozens of small businesses that want the footfall), corridor sponsorship and EPR contracts (brands with packaging obligations and a credible audited corpus to point to), and diaspora patronage (ancestral-ward sponsorship is emotionally potent and renews annually). Cleanliness is the program 121