KERALA RISING · FROM EXPORTING PEOPLE TO EXPORTING IDEAS verification is worth almost nothing, but a mature, audited, multi-year record of civic behaviour at population scale is worth a great deal; to researchers, to insurers pricing risk, to planners allocating budgets, and to the public deciding whether to trust the whole enterprise. The corpus is published as open data precisely so that its value is public and its errors are correctable in the open. The same corpus is read through three different views, one for each audience, and the difference between them is the difference between a system citizens trust and one they suspect. The citizen sees her own actions and their effect: her streak, her ward’s position, the corridor score her deposit just lifted. She sees herself in the data, which is what makes the loop feel like a loop rather than a form she filled in. The department sees the operational view: verified actions by corridor and period, outcome metrics mapped to its own definitions, the data it needs to run its side of a program and to claim against central schemes. And the minister, and the public, see the accountability view: audited outcomes by program and region, published quarterly, with the error rate and the corrections shown rather than hidden. That last view is the one that changes governing culture, and it is the quiet thesis of the whole stack. When a department review can open with an audited civic outcome rather than a survey estimate or a 82