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Nonprofit Solutions AIMission-first AI field lab

Nonprofit AI field kit

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Data boundary worksheet

A proposed workflow may copy, upload, generate, store, connect, or expose organizational information.

Intended output

A minimum-information map with explicit prohibited inputs and an owner for verification.

  1. 01

    List each input, person represented, source, classification, approved purpose, and owner.

  2. 02

    Trace prompts, attachments, output, logs, feedback, integrations, retention, and deletion.

  3. 03

    Replace real information with fictional, public, aggregated, or minimum necessary test data.

  4. 04

    Record provider terms and controls verified from official sources, reviewer, date, and retest trigger.

Monthly field note

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Monthly field guidance for mission fit, data boundaries, human review, and bounded AI pilots.
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