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Guide Origin: Community | ArcKit Version: [VERSION]
/arckit:uae-ai-charter generates a UAE Charter for the Development and Use of AI compliance assessment for a federal entity AI system. Maps the system against the 12 Charter principles and produces a bias / fairness assessment plus a human-in-the-loop design.
Inputs
| Artefact | Purpose |
|---|---|
Requirements (ARC-<id>-REQ-v1.0.md) |
AI system purpose, users, decisions made |
Architecture (diagrams/ARC-<id>-DIAG-*-v*.md) |
Model placement, data flow, inference path |
Security NFRs (NFR-SEC-* in ARC-<id>-REQ-v*.md) |
Confidentiality and integrity requirements |
| DPIA / fairness / bias artefacts (if present) | Existing privacy and bias controls |
Command
/arckit:uae-ai-charter <project ID or AI system description>
Output: projects/<id>/ARC-<id>-AICH-v1.0.md
The 12 Charter Principles
| # | Principle |
|---|---|
| 1 | Human-machine ties |
| 2 | Safety |
| 3 | Bias mitigation |
| 4 | Data privacy |
| 5 | Transparency |
| 6 | Human oversight |
| 7 | Governance and accountability |
| 8 | Technological excellence |
| 9 | Human commitment |
| 10 | Peaceful coexistence |
| 11 | Inclusive access |
| 12 | Lawful compliance |
Assessment Structure
| Section | Contents |
|---|---|
| AI System Inventory | Purpose, scope, decision class, autonomy posture |
| 12-Principle Assessment | Per-principle compliance posture, evidence, gaps |
| Bias & Fairness Assessment | Protected groups, fairness metrics, mitigations |
| Human-in-the-Loop Design | Where humans intervene, escalation triggers, override rights |
| External References | UAE AI Charter citations |
One-Page Workflow
| Phase | Key Activities | ArcKit Commands |
|---|---|---|
| Discovery | AI system definition | /arckit:requirements |
| Privacy | PDPL baseline | /arckit:uae-pdpl |
| Charter | 12-principle assessment | /arckit:uae-ai-charter |
| Autonomy | Per-tier guard-rails | /arckit:uae-ai-autonomy-tier |
| Risk | Charter gaps into risk register | /arckit:risk |
Review Checklist
- All 12 principles assessed (no skipped rows).
- Bias and fairness metrics defined and measurable.
- Protected groups identified for the deployment context.
- Human-in-the-loop intervention points are specific (which decisions, by whom, when).
- Charter gaps surfaced to the project risk register.
- Charter posture handed off to
/arckit:uae-ai-autonomy-tierfor guard-rail design.
Key Notes
- Sector regulation: For Central Bank-regulated workloads the Charter is a floor. The Central Bank of the UAE issued its Guidance Note on the Consumer Protection and Responsible Adoption and Use of Artificial Intelligence and Machine Learning by Licensed Financial Institutions in the U.A.E. on 11 February 2026, and it states that it is to be read with the Charter. See
uae-ai-autonomy-tier.mdfor how it applies to Tier 3 workloads. - Run order: Run before
/arckit:uae-ai-autonomy-tierso the Charter posture informs the tier design. - Cross-jurisdiction projects: For systems also touching the EU, run alongside
/arckit:eu-ai-act. - Community-contributed: Output should be reviewed by qualified AI ethics / federal compliance counsel before reliance.