Regulatory & Standards

Continuous Validation Protocols: Why Periodic Model Validation Cannot Govern AI.

Why periodic model validation cannot govern AI — and what replaces it in institutions that must oversee systems faster than the institution itself can convene THE ARGUMENT IN ONE PARAGRAPH Traditional model validation operates on calendar time: annual reviews, quarterly committee meetings, semi-annual revalidation cycles. Artificial intelligence operates on operational time: thousands of...

AI & Emerging Technology Board & Governance Regulatory & Standards

The Three-Owner Principle: Who Is Accountable When an AI-Influenced Decision Goes Wrong?

May 23, 2026by Dr Dawkins Brown

Who is accountable when an AI-influenced decision goes wrong — and why three separate owners are required for every consequential decision class THE ARGUMENT IN ONE PARAGRAPH When a credit decision goes wrong, the institution must be able to identify, within hours, who is accountable for what. Traditional governance answers this with a single...

AI & Emerging Technology Board & Governance Regulatory & Standards

Distributed Oversight Architecture: Why Caribbean Boards Must Federate AI Decision Rights — and How to Do It Without Losing Central Authority

May 23, 2026by Dr Dawkins Brown

THE ARGUMENT IN ONE PARAGRAPH Traditional governance routes consequential decisions to the centre. Artificial intelligence makes consequential decisions at the edge — in the credit officer’s interface, in the underwriter’s screen, in the analyst’s recommendation engine — at machine speed, in volumes the centre cannot review. Pillar I of the AEGIS™ framework — Distributed...

AI & Emerging Technology Board & Governance Cybersecurity & Data Protection Regulatory & Standards

Introducing AEGIS™: A Five-Pillar AI Governance Framework for Caribbean Institutions

May 23, 2026by Dr Dawkins Brown

THE ARGUMENT IN ONE PARAGRAPH Artificial intelligence does not extend the risk surface of an institution — it inverts the assumptions on which the institution’s governance was built. The Landmark Edition of Caribbean Boardroom Perspectives set out The Governance Inversion Thesis, arguing that AI requires governance itself to be re-architected, not merely extended. This...

Actuarial Services Advisory & Consulting Corporate Finance & M&A Crisis & Resilience Financial Services Regulatory & Standards Risk & Compliance

The Caribbean Solvency Convergence: How Regional Capital Regimes Are Quietly Aligning

May 22, 2026by Dr Dawkins Brown

How regional capital regimes are quietly aligning, what cross-border insurers should be doing now to anticipate the convergence — and why the carriers that wait for the policy announcement will be the ones playing catch-up There is no Caribbean equivalent of Solvency II. There may never be one. But the regional capital regimes that...

Actuarial Services Financial Services Regulatory & Standards Risk & Compliance Strategy & Transformation

ORSA in the Caribbean: From Regulatory Filing to Genuine Risk Management Discipline

May 22, 2026by Dr Dawkins Brown

Most regional ORSAs are written for the supervisor. The next generation will be written for the board. The difference is starting to matter — to regulators, to rating agencies, and to the carriers themselves The Own Risk and Solvency Assessment (ORSA) is the most consequential governance document a regulated insurer produces. Done well, it tells...

Actuarial Services Advisory & Consulting Corporate Finance & M&A Financial Services Regulatory & Standards

Financial Reinsurance for Caribbean Carriers: A Practical Guide to Surplus Relief and Capital Optimisation

May 21, 2026by Dr Dawkins Brown

A practical guide to surplus relief and capital optimisation — the structures, the IFRS 17 treatment, the risk transfer test, and the regulator considerations regional boards should anticipate Financial reinsurance is one of the most powerful capital-management tools available to an insurer, and one of the least understood at Caribbean board level. Done well, it...

Actuarial Services Advisory & Consulting Caribbean Business Corporate Finance & M&A Data & Analytics Regulatory & Standards Risk & Compliance

Inside the Numbers: How CSM Run-off, Risk Adjustment, and Onerous-Contract Testing Are Quietly Reshaping Earnings

May 21, 2026by Dr Dawkins Brown

Three IFRS 17 mechanics that most Caribbean boards do not yet fully understand — and which determine reported profits more than any underwriting decision Three IFRS 17 mechanics — the Contractual Service Margin run-off pattern, the risk adjustment calibration, and the onerous contract test — together drive the majority of reported insurance earnings under...

Actuarial Services Advisory & Consulting Corporate Finance & M&A Crisis & Resilience Regulatory & Standards Risk & Compliance Strategy & Transformation

IFRS 17, Three Years On: What Caribbean Insurers Got Right, What They Got Wrong, and What Comes Next

May 20, 2026by Dr Dawkins Brown

The technical transition is largely complete. The strategic transition is not. An honest assessment of where the region stands — and the five priorities for the next 24 months IFRS 17 became effective for accounting periods beginning 1 January 2023. For Caribbean insurers, that meant three years of implementation work, hundreds of millions in cumulative...

Board & Governance Crisis & Resilience Cybersecurity & Data Protection Data & Analytics Regulatory & Standards Risk & Compliance Strategy & Transformation

The Caribbean Cyber Hygiene Scorecard: Twenty-Five Items, Five Dimensions, One Quarterly Review

May 19, 2026by Dr Dawkins Brown

This is the closing article of Pillar 2 of the Caribbean Digital Foundations Series. Articles 2.1 through 2.5 built five operational disciplines: posture, access, data, continuity, and the third-party perimeter. This article produces the instrument that converts those five disciplines into a single composite measure the Caribbean SMB can actually track. The Caribbean Cyber Hygiene...

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Older Posts

Continuous Validation Protocols: Why Periodic Model Validation Cannot Govern AI.

The Three-Owner Principle: Who Is Accountable When an AI-Influenced Decision Goes Wrong?

Distributed Oversight Architecture: Why Caribbean Boards Must Federate AI Decision Rights — and How to Do It Without Losing Central Authority

Introducing AEGIS™: A Five-Pillar AI Governance Framework for Caribbean Institutions

ORSA in the Caribbean: From Regulatory Filing to Genuine Risk Management Discipline

Financial Reinsurance for Caribbean Carriers: A Practical Guide to Surplus Relief and Capital Optimisation

Inside the Numbers: How CSM Run-off, Risk Adjustment, and Onerous-Contract Testing Are Quietly Reshaping Earnings

IFRS 17, Three Years On: What Caribbean Insurers Got Right, What They Got Wrong, and What Comes Next

The Caribbean Cyber Hygiene Scorecard: Twenty-Five Items, Five Dimensions, One Quarterly Review

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