People and organizations may flag bounded requests for no-charge consideration. AI helps document impact, legitimacy, safety, and feasibility; an authorized human makes the final decision.
Describe the beneficiary, intended outcome, local legitimacy, inputs, and how usefulness can be confirmed. A flag is a request for review—not a promise of free work.
02
Sponsor measurable work
Companies and organizations can support a defined queue and receive operational impact reporting. Sponsorship is not automatically tax deductible.
03
Human decision, documented reasons
The diagnostic produces a recommendation and risk record. A reviewer confirms, changes, or rejects it and can request more evidence.
Boundaries
What this lane will not handle
Medical, legal, credit, employment, housing, benefits, or other high-impact decisions about people.
Sensitive personal records, unclear authorization, unsafe files, political persuasion, or surveillance.
Requests that depend on shared provider credentials, prohibited credit resale, or unverifiable claims.
Apply
Bring a bounded public-benefit request.
The strongest applications identify a real beneficiary, a permitted input, a concrete deliverable, and a person who can confirm the outcome.
Bounded work. Visible economics.
Request Social Good review
Do not submit confidential, regulated, financial, medical, identity, or other sensitive information. Files are not accepted through this form.