Grant funding and nonprofit status

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Operations and Texas labor market

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Texas community geography

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Texas procurement and vendors

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Evidence policy: Do not treat official data portals as live operational APIs unless the connection, terms, refresh schedule, and record-level coverage have been verified. ZIP codes, Census ZCTAs and tract identifiers remain distinct geographic objects. Public data should never be represented as proof of AI impact or vendor quality on its own.