Production AI Institute · Public record
AboutIndependence policy
Conflict boundary

The standard cannot be for sale

PAI's independence depends on a simple rule: vendors, platforms, and commercial partners cannot buy influence over the PSF, PAI-8, Lab findings, ecosystem assessments, or the public record.

Explicit prohibitions

What PAI will not accept

The policy is intentionally direct because ambiguity is where conflicts of interest hide.

NO-01

No vendor sponsorship

PAI does not accept sponsorship, grants, paid placements, or in-kind contributions from AI model providers, cloud platforms, agent framework vendors, or organisations whose commercial interests could influence framework content.

NO-02

No paid framework influence

No vendor, partner, customer, or research participant can pay to add, remove, weaken, or reword a PSF or PAI-8 requirement.

NO-03

No promotional assessments

Ecosystem and Lab assessments are not marketing assets. Findings are published against criteria and may include gaps, limitations, or adverse results.

NO-04

No product-familiarity scoring

Lab and ecosystem criteria test transferable production AI judgement. They do not reward familiarity with a vendor's marketing language or private product roadmap.

Record and commercial work

Church–state separation

PAI may sell capability to organisations it also observes. These rules keep the public record independent of commercial relationships.

RC-01

No pay-to-be-recorded

No client, vendor, or partner can pay to be added to, removed from, upgraded in, or softened on the public record. The record is not for sale.

RC-02

Disclose commercial relationships

When PAI has a paid engagement with an entity we also record, that relationship is disclosed on the relevant record pages. The disclosure is part of the evidence trail.

RC-03

Sell capability, not verdicts

PAI may sell integration, monitoring, advisory, and operational capability. PAI does not sell favourable assessments, attestations, or record outcomes to the parties being recorded.

RC-04

Institutional engagement is separate

High-ticket work is scoped, disclosed, and kept structurally separate from editorial record decisions. For institutional engagement, contact PAI: there is no public sales funnel on the record.

Commercial disclosures

What PAI does charge for

PAI charges for some programmes. Fees do not buy influence over the standard, research, Lab findings, or assessment criteria.

Institutional work
Paid evidence, integration, or advisory work is disclosed and kept structurally separate from framework content decisions.
Public access
The PSF, PAI-8, public record, Lab findings, and core research remain open to read and cite.
Research support
External support cannot purchase a favourable finding, placement, or change to the public record.
Impact access
Eligibility-based support may be offered to nonprofits, NGOs, and public-interest teams.

Related public controls

How records are madeGovernance modelThe PSFPAI-8Contact