AIR Certified · standard AIR-VS

Earn the badge.
Don't buy it.

AIR Certified is the public trust standard for AI tools, the bar a tool must clear before it goes anywhere near someone's real work and data. Assessed against published criteria, decided by an independent council. Any AI tool, any industry. Independent agencies are the first cohort.

Assessed, then certified No recurring listing fee, ever Aggregate pass-rate published
Public registry entry
AIR
CERTIFIED
Verdict: Met the bar
StandardAIR-VS v1.0
TierCertified+
AssessedQ1 illustrative cohort
Decided byAIR Standards Council
ExpiresRe-assessment, not renewal
Illustrative registry record. Status lives on the public registry, not on a vendor's own site.
$0
Recurring listing or license fee. The fee buys the assessment, never the verdict.
1 fee
Flat, public, non-contingent. Same price whether you pass or fail.
~50%
Of applicants miss the bar at comparable standards. Illustrative; we publish our real rate.
0 equity
The Council owns pass, fail, and revocation. No stake in the firm, no cut of cert revenue.
Why this isn't pay-to-play

A badge is worth exactly what the standard behind it is worth.

Most "certified vendor" programs are directories you pay to appear in. AIR Certified inverts that: you pay for scrutiny, like a product pays a safety lab. The fee covers the assessment labor. It does not, and cannot, buy the outcome.

01

You pay for the assessment, not the verdict

A flat, public fee priced to the labor of assessing you, not to your company's size or revenue. The invoice says "assessment." Same fee whether you pass or fail, and no refund on a fail. You are buying scrutiny, the way a product buys a UL test.

02

Failures are never bought out

There is no upsell that turns a fail into a pass, no remediation retainer that quietly grants the badge. Fail, fix the real gaps, and re-apply as new work for a new fee. The standard does not negotiate.

03

An independent Council decides, not us

The AIR Standards Council owns the criteria and holds final authority over every pass, fail, and revocation. It holds no equity in Nfinit Monkeys and depends on no certification revenue. The firm cannot grant a pass or block a revocation.

04

No recurring fee, ever. Expiry means re-assessment

You will never pay a listing or license fee to stay on the registry. When a certification expires, it triggers a fresh assessment, new work against the current standard, not a renewal invoice. The bar moves with the field.

05

The aggregate pass-rate is public

Individual failures stay private, so vendors will actually apply. But every cohort's result is published in the open: assessed N tools, M met the bar. A standard nobody fails is theater. Ours has a published failure rate on purpose.

What AIR Certified attests

Nine dimensions of trust, scored against published criteria.

The standard asks the questions a serious buyer would ask before letting an AI tool touch real work, client data, and reputation. Each dimension has explicit, vendor-blind pass criteria in the public AIR-VS document.

D1

Data handling

Where your data goes, who can see it, how long it's kept, and whether it trains anyone else's model. Stated and verifiable.

D2

IP & provenance

Who owns the outputs, what the model was trained on, and whether using it puts your IP or your clients' IP at risk.

D3

Security

Access controls, encryption, tenancy isolation, incident history, and the posture you'd expect of anything inside your perimeter.

D4

Transparency

What the system actually does versus what the marketing says. Model disclosure, limitations, and when a human is really in the loop.

D5

Integration

How cleanly it fits the stacks you already run, with documented APIs, predictable behavior, and no hidden lock-in at the seams.

D6

Portability

Can you get your data and your work out, in usable form, the day you decide to leave? Exit terms in plain sight, not buried.

D7

Claims substantiation

Every performance and accuracy claim tested against evidence. If the demo can't be reproduced, it doesn't count toward the badge.

D8

Human oversight

Where control stays human: review gates, override paths, escalation, and accountability when the model is wrong.

D9

Reliability & support

Uptime, versioning discipline, change notice, and a real support path — so the tool you certify today behaves the same tomorrow.

How it works

Assessed first. Certified only if the evidence holds.

A single fee, a fixed scope, and a verdict that isn't ours to give. Most programs list you on payment. This one assesses you, then the Council rules.

1

Apply & scope

Submit the tool, its use case, and the surfaces it touches. We confirm fit and lock a fixed, public fee. No size-based pricing.

Flat fee, agreed up front
2

Evidence intake

You hand over the documentation, configs, and access the AIR-VS criteria call for, across all nine dimensions.

Vendor-blind criteria
3

Independent assessment

Assessors test claims against evidence and score each dimension to the published bar. This is the labor your fee paid for.

You paid for scrutiny
4

Council decides

The independent AIR Standards Council reviews the assessment and rules: met the bar, or not. The firm holds no vote.

Pass / fail not for sale
5

Publish & re-assess

Passes go on the public registry; the cohort's aggregate result is published. At expiry, a fresh assessment, not a renewal.

Registry is the source of truth
Two tiers, one standard

Certified clears the bar. Certified+ clears it under scrutiny.

Both tiers meet every dimension. The difference is depth of evidence and the surfaces in scope, not how much you paid. Tiering reflects the assessment, never the invoice.

Tier 1
AIR Certified
The tool met the published bar across all nine dimensions, on documented evidence and verified claims.
  • All 9 AIR-VS dimensions pass to the published criteria
  • Claims tested against reproducible evidence
  • Listed on the public registry with scope of certification
  • Council-ruled, revocable if the facts change
Flat assessment fee*
Same fee pass or fail · no recurring listing cost · *illustrative
Tier 2
AIR Certified+
The full bar, cleared with deeper evidence, live testing, and broader surface coverage for higher-stakes deployments.
  • Everything in Certified, at a higher evidence bar
  • Live / hands-on testing, not documentation alone
  • Broader scope: data flows, integrations, and edge cases
  • For tools touching regulated or sensitive work
Flat assessment fee*
Priced to deeper labor, not vendor size · *illustrative
For buyers

Make the standard do your diligence.

If you're choosing AI tools, you don't need to take a vendor's word, or ours. Check the public registry yourself, then put the bar in your contract. Drop this clause into any RFP or vendor questionnaire.

The Nfinit Monkeys org-side advisory recommends no specific tools, certified or not. Certification status lives only on the registry you consult independently.

AIR procurement clause · drop-in RFP-ready
"Where an AI tool will process the buyer's or its clients' work or data, the vendor shall hold current AIR Certified status against standard AIR-VS, verifiable on the public registry, or provide a written assessment to the equivalent published criteria. Lapse or revocation of certification is a reportable change."
The candid part

We publish how many fail.
A badge nobody fails is worthless.

A certification that everyone passes signals nothing. So we hold the line two ways: individual failures stay private, so vendors are willing to apply, and the aggregate is public, every cohort, so the badge keeps its meaning.

Comparable standards reject a large share of applicants. We expect to as well, and we'd rather lose the assessment fee than dilute the bar. The standard never bends.

Latest cohort · illustrative
23 / 37
tools met the bar this cohort
62% met the bar 38% did not
Numbers shown are illustrative placeholders. The real per-cohort rate is published on the registry.
Questions, answered straight

The things vendors and buyers actually ask.

Who can apply?
Any organization that sells an AI tool, in any industry. The standard is deliberately industry-agnostic: the trust questions are the same whether the tool writes ad copy, reads contracts, or triages support tickets. Independent agencies are simply the first cohort, because the pain is acute and the audience is reachable. They are where we start, not who this is for.
What does it cost, and why a flat fee?
A single, flat, public fee, priced to the labor of assessing your tool, not to your company's size or revenue. The same fee applies whether you pass or fail, and there's no refund on a fail, because you're paying for the scrutiny, not the outcome. There is no recurring listing or license fee, ever. When certification expires, you pay for a fresh assessment, not a renewal. (Specific figures shown on this page are illustrative.)
Do you take equity or referral fees from certified vendors?
No. Neither, from anyone. No equity, no referral fees, no revenue share, no pay-to-list. The AIR Standards Council holds no stake in Nfinit Monkeys and no dependence on certification revenue. And the org-side AIR advisory recommends no specific vendors, certified or not, using vendor-blind criteria. Certification status lives only on the public registry a buyer consults independently.
How is this different from SOC 2 or ISO 42001?
Those are excellent, and largely complementary. SOC 2 attests to security and operational controls; ISO 42001 attests to an AI management system. AIR-VS attests to whether a specific AI tool is trustworthy near real work and data, across data handling, IP and provenance, transparency, claims substantiation, portability, human oversight, and more. We assess the tool and its claims, not just the company's process. Hold both: they answer different questions.
What happens if we fail?
The verdict and the dimension-level gaps stay private, so a fail doesn't become a public scarlet letter. There's no badge and no refund, the assessment work was still done. You fix the real gaps and re-apply as new work for a new fee. There is no upsell that converts a fail into a pass; the Council won't allow it, and neither will the standard.
How often is a tool re-assessed?
Certification carries an expiry, because AI tools and the bar both move. Expiry triggers a fresh assessment against the current standard, new work, new fee, not an automatic renewal. The Council can also revoke a certification at any time if the facts change, and a lapse or revocation shows on the public registry. The firm cannot block a revocation.
Standard AIR-VS · public

Read the standard before you
decide to stand behind it.

The criteria are public, so the badge can't hide behind them. Read the AIR-VS standard, then apply to be assessed against it.