Question · High-Impact AI
What counts as "high-impact AI" under the federal AI memo?
High-impact AI is M-25-21's single risk tier for federal AI: AI whose output is a principal basis for decisions with a legal, material, binding or significant effect on rights or safety, with 15 listed categories presumed high-impact.
01 / The answer
The short answer
Under OMB M-25-21, an AI use is high-impact when its output is a principal basis for decisions or actions with a legal, material, binding or significant effect on civil rights, liberties or privacy; access to education, housing, credit, employment and similar programs; critical government services; health and safety; critical infrastructure; or strategic assets. Section 6 lists 15 categories presumed high-impact, including medical functions, law enforcement risk assessments, benefits eligibility and federal employment decisions. Human oversight does not by itself remove a use from scope, and an official must notify the Chief AI Officer in writing when deciding a presumed use is not high-impact.
02 / The rule
What High-Impact AI requires
High-impact AI is M-25-21's single risk tier for federal AI: AI whose output is a principal basis for decisions with a legal, material, binding or significant effect on rights or safety, with 15 listed categories presumed high-impact. Each such use must meet seven minimum practices, have a CAIO waiver, or be discontinued.
- 01Run pre-deployment testing reflecting real-world outcomes; if no access to code, models or data, test by querying the service.
- 02Complete and periodically update an AI impact assessment, including independent review and a signed risk acceptance.
- 03Monitor performance and adverse impacts after deployment, detecting changes to the system, its data or context of use.
- 04Train and assess operators, and provide human oversight, intervention, accountability and a fail-safe where practicable.
03 / Records
Records to keep
- 01High-impact determination or written not-high-impact justification
- 02Pre-deployment test plan, results and risk mitigation plan
- 03Signed AI impact assessment with independent review comments
- 04Ongoing monitoring logs, reassessment schedule and any CAIO waiver
Optional evidence · where Planisphere fits
Keep a record anyone can check
When your team meets a duty, Planisphere can seal the event it reports as a receipt.
A disclosure shown, a review signed, a model change approved: the event your system reports.
The event becomes a sealed receipt, dated and attributed to whoever is signed in.
Paste the receipt into Verify. No account or key.
A record supports your compliance evidence process. It is not a legal finding or a certification. Systems that call Planisphere's gate API can also hold or refuse an action before it runs.
SOURCES
Go back to the source
Office of Management and Budget
Nextgov/FCW
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Related: High-Impact AI: the full guide · What does OMB M-25-21 require for high-impact AI?