RESPONSIBLE AI — JUNE 2026
AGENTPR™ Responsible AI Scorecard
A public record of AGENTPR™'s current responsible AI posture, assessed against Microsoft RAI Standard v2, NIST AI RMF 1.0, EU AI Act, and NDPA Nigeria 2023. Updated as evidence accumulates.
THE ORIGINATING FRAMEWORK
Every commitment on this scorecard originates from the Engineering of Trust™ framework — developed by Dr. Celestine N. Achi as part of The Achi Intellectual Architecture™. The international standards below validate what the Engineering of Trust™ established first.
RAI Dimension Assessment
Engineering of Trust™
Originating Framework — The Achi Intellectual Architecture™
The proprietary framework that preceded and informed this cross-walk. Methodology, Transparency, and Accountability at every stage of the GASD™ pipeline.
Transparency
T1 — Microsoft RAI Standard v2
Five confidence labels on every output. Source attribution throughout. Glassbox AI Policy published. Live calibration data collected.
Inclusiveness
I1 — Microsoft RAI Standard v2
Meaning Intelligence™ calibrated for Nigerian sarcasm, Pidgin English, and African institutional context. Benchmark study in progress.
Individual Disclosure
T2-T3 — EU AI Act Art. 50 / NDPA 2023
Transparency Register published. Disclosure modal gates every brief generation. Audit trail in Supabase.
Contestability
F2 — NIST AI RMF 1.0 / EU AI Act
Self-service contestation portal live. Reference numbers issued automatically. Human review within 14 business days.
Human Oversight
A5 — Microsoft RAI Standard v2
Human Review Recommended label on all uncertain outputs. Disclosure confirmation gates every brief. Feedback loop collecting calibration data.
Measurement
Measurement — NIST AI RMF Measure 2.5
Feedback loop deployed June 2026. Calibration report live and auto-updating. Minimum threshold: 50 submissions. Full report publishes on threshold crossing.
Security
PS2 — Microsoft RAI Standard v2
Role-gated access, logged internally. Prompt-injection hardening and OAuth scope audit in active roadmap.
Active Commitments
What we are building and by when. This roadmap is the documented path to the next full RAI assessment.
PRIORITY 1
0–90 Days
- Publish DPIA summary
- Publish sarcasm evaluation methodology
- ZALI system card
- Sensitive use review for government tenants
- Calibration report — 50 feedback threshold ✓ Live
PRIORITY 2
90–180 Days
- Quarterly error-rate parity report
- Contestability workflow formal build ✓ Live
- Prompt-injection hardening
- OAuth scope audit for MCP
- GDPR addendum for EU-resident subjects
- C2PA content credentials on Narrator
PRIORITY 3
180–365 Days
- Independent third-party RAI audit
- ISO/IEC 42001 readiness assessment
- Red-team programme for Narrator
- Public incident log
- Meaning Intelligence™ Benchmark Study published
- RAI review board — quarterly cadence
Standards cross-walk
The Engineering of Trust™ framework preceded these standards. This cross-walk shows where they align.
Cross-walked by an independent Microsoft cybersecurity professional, June 2026.
Governance
| Accountable Executive | Dr. Celestine N. Achi — Founder & CEO, Cihan Media Communications |
|---|---|
| Technical Co-owner | Orimolade Oluwamuyemi, FIIM — Strategic Technology Adviser |
| Regulator of Record | Nigeria Data Protection Commission (NDPC) |
| Assessment Version | v1.0 — June 2026 |
| Next Full Assessment | December 2026 |
| Scorecard Published | useagentpr.com/responsible-ai/scorecard |
Responsible AI is not a destination. It is a cadence.
AGENTPR™ publishes this scorecard because the Engineering of Trust™ framework requires accountability to be visible, not assumed. The gaps are documented. The roadmap is live. The next assessment is scheduled.