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Production AI Institute · PSF v1.1 open standard
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MSP & Integration partners

Build delivery practice on a published standard.

PAI gives MSPs and integration partners a practical path: certify delivery teams, verify credentials publicly, and align client work to the same PSF criteria used across PAI assessments and programmes.

See the full MSP Programme →Integrator requirements
Partner trust path
Team → Firm → Client proof
VERIFIABLE
01
Credential delivery leads
AIDA, CAOP, CPAP, CAIA pathways
02
Earn organisation signal
Certified AI Integrator for the firm
03
Use procurement language
Published PSF clauses and RFP copy
04
Offer deployment assurance
Client systems reviewed against criteria

Choose your partner path

Delivery partner baseline

AIDA as baseline for technical delivery staff, with CPAP on client-facing production leads.

Organisation-level signal

Certified AI Integrator status for firms that operationalise PSF criteria across delivery practice.

Procurement-friendly language

Paste-ready clauses for job descriptions, MSP agreements, RFPs, and hiring workflows.

Deployment assurance

Independent review pathways for production systems where clients, insurers, or procurement need external verification.

Partner conversion path

Turn PSF credibility into a repeatable delivery path.

Partners should not have to choose between institutional credibility and commercial momentum. Start with the path that matches the next proof point your client, team, or firm needs.

Redacted assurance evidence

Patterns repeatedly surfaced in anonymised production assurance reviews and incident-backed postmortems:

D5/D6
Unbounded model autonomy
No mandatory human gate on high-consequence operational actions.
D2
Missing output contracts
Downstream systems consuming unvalidated model text as structured truth.
D4
Observability gaps
Traces exist at model calls but not across queue and handoff boundaries.
Read incident patterns research →

Partner FAQ

Do MSPs need all staff certified before applying for integrator status?
No. Start by certifying delivery leads and then extend coverage across the team. Integrator criteria are assessed against published programme requirements.
Can we use PAI language directly in client proposals and RFP responses?
Yes. Use the hiring toolkit snippets and verification flow so your language points to published PSF criteria and verifiable credential IDs.
Does PAI replace our technical delivery methodology?
No. PAI defines the production-safety bar and assurance pathways. Your engineering method stays yours; the PSF gives a common external reference.
Open hiring toolkitIntegrator programme