Using Astra to trace a disaster contractor's generator contract
Combining USAspending, OpenFEMA, county permits and satellite imagery, Astra is asked to find which claims cannot all be true.
billing the government for a hospital that turns out to be a fucking field is a bold strategy especially when someone can hand GPT-6 Astra the contract number and ask: where did the money actually land? take a disaster contractor claiming 4,800 emergency generators installed before winter. three counties. signed completion reports. money collected. now try to make the public records tell that same story. 713 matching permits. hundreds of addresses pointing to empty parcels. "medical facilities:" sitting behind residential mailboxes. three companies sharing the people and payment details behind overlapping awards. somebody better have a very good explanation. the setup is almost stupid: - start with the money: pull the award and every amendment from USAspending. who got paid, how much changed, which locations the contract actually covers - pull the disaster records: use OpenFEMA to check the approved work. keep what was authorized separate from what the contractor says it delivered - follow the addresses: match each claimed installation against county permits and property records. "hospital" in a spreadsheet means nothing if the parcel has never held a building - look at the ground: compare satellite images around the completion date. check the image dates and resolution before deciding what should be visible - follow the names: compare officers, phone numbers and payment addresses across the companies. changing the sign on the door doesn't make those connections disappear then ask Astra one thing: which claims cannot all be true at the same time? that's where this gets uncomfortable. a missing permit might be an archive problem. an old satellite image might miss a new installation. neither gets called fraud. keep the source. mark the uncertainty. leave the unresolved rows unresolved. but put the contract, permit dates, parcel history and company records beside each other, and suddenly there are questions nobody can answer by forwarding another spreadsheet. the output is four columns: claim → source → conflict → confidence boring as hell. until somebody has to explain them. you don't need the AI to accuse anyone. you need a file an investigator can check without starting the whole investigation again. the contractor already told its story to the government. now ask the address
This post quotes another post: x.com/mikadzyki_nft/status/2097336663429046689