Your Board Needs an AI Inventory
Knowing what AI you run.
7 min · DirectorsFeatured
Lead magnet: AI inventory template
Governance Insights
Practical governance writing for Nigerian boards.
100 articles across 10 themes — each grounded in the Board & Governance Compliance Handbook 2026 and the Outliers Governance Excellence Framework™.
10 of 100
Human Oversight That Actually Holds
Designing meaningful human review.
7 min · Boards
Lead magnet: AI oversight checklist
AI Risk for Boards in One Page
What good AI risk looks like at board level.
6 min · Boards
Lead magnet: AI risk one-pager
Bias, Explainability, Recourse
The three questions every board should ask.
6 min · Directors
Lead magnet: Model-review questions
AI and the Nigeria Data Protection Act
What NDPA 2023 means for AI deployments.
8 min · DPOs, CIOs
Lead magnet: NDPA-AI mapping
Procurement Clauses for Responsible AI
Contracting AI vendors safely.
6 min · GCs
Lead magnet: AI contract clauses
When an AI Decision Goes Wrong
Recourse, redress and audit trails.
7 min · Boards
Lead magnet: AI incident playbook
Building an AI Policy
What a board-grade AI policy contains.
6 min · Chairs
Lead magnet: AI policy outline
GenAI in the Boardroom
Using GenAI safely on board work.
6 min · Directors
Lead magnet: GenAI usage rules
AI Governance in African Boardrooms
Patterns we are seeing across the continent.
8 min · Boards
Lead magnet: Practitioner brief
Monthly Newsletter
The Outliers Governance Brief
Monthly governance writing for Nigerian boards. Practical, expert-reviewed, NDPA-compliant.
Focus · Economic Intelligence
Speak with a senior consultant
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