HomeCategory

Guides & Publications

Bias, Fairness & the Duty of Non-Discrimination:  Governing AI Equity in the Caribbean Enterprise

  The Bias Problem Is Not a Technical Problem When discussions of AI bias arise in boardrooms, they are often quickly handed to technical teams with a mandate to ‘fix it’. This reflects a fundamental misunderstanding. AI bias is not primarily a technical problem — it is a governance problem that has technical manifestations. It...

Auditing the Algorithm: What AI Assurance Looks Like in Practice

Beyond Traditional IT Audit Many Caribbean internal audit functions have responded to the AI governance imperative by extending their existing IT audit methodology to cover AI systems. While this is a reasonable starting point, it is insufficient. AI systems present audit challenges that traditional IT audit is not designed to address: statistical model behaviour, training...

The AI Governance Stack:  Principles, Policies, and Procedures for Caribbean Boards

Why Architecture Matters Many Caribbean enterprises have responded to AI governance pressure by publishing a values statement or appointing a digital ethics champion. These are useful signals of intent, but they are not governance. Governance requires architecture — a layered, interlocking set of principles, policies, procedures, roles, and controls that together create the institutional conditions...

Building Your Caribbean ESG Programme: A Strategic Action Plan Anchored by DESGAF™

  Eleven Articles Build One Foundation — This One Builds the Strategy Eleven articles ago, this series opened with a fundamental proposition: that ESG is no longer optional for Caribbean businesses — that the combination of investor pressure, regulatory convergence, physical climate risk, capital market evolution, and stakeholder expectation has created a business environment in...

ESG and the Capital Markets: How Investors and Lenders Are Using ESG Data to Reshape Caribbean Finance

ESG Has Moved from the Boardroom to the Balance Sheet The integration of ESG factors into investment and lending decisions — once the preserve of specialist impact investors and development finance institutions — has become mainstream in global capital markets. The assets under management that incorporate ESG factors in their investment process now exceed US$35...

ESG Assurance: DESGAF™ and the Independent Verification That Makes ESG Credible

  The Verification That Transforms Commitment into Credibility Every article in The Caribbean ESG Imperative series has built toward this one. Articles 2 through 8 addressed what Caribbean businesses must do — manage climate risk, transition to clean energy, steward biodiversity, develop their people, create community value, build governance integrity, and implement anti-corruption controls. Article...

ESG Reporting Standards: GRI, IFRS S1/S2, TCFD, and What Caribbean Companies Must Disclose

From Performance to Disclosure The articles preceding this one have addressed the content of ESG — what Caribbean businesses must do on climate, energy, biodiversity, water, people, community, governance, and integrity to build a programme that is substantive, managed, and credible. This article addresses the form: how that substance is communicated to the investors, lenders,...

Corporate Governance and Board Accountability for ESG: The Foundation That Makes Everything Else Credible

Governance Is the G That Makes E and S Credible Environmental commitments without governance accountability are aspirations. Social commitments without governance structures are intentions. The Governance pillar of ESG is not the least exciting of the three pillars — it is the one that determines whether the other two are real. A Caribbean business that...

Foo-WLogo

Dawgen Global is an integrated multidisciplinary professional service firm in the Caribbean Region. We are integrated as one Regional firm and provide several professional services including: audit, accounting, tax, IT, risk, HR, performance, M&A, corporate recovery and other advisory services

Where to find us?
img-footer-map
Dawgen Social links
Stay ahead of Caribbean business
Receive our latest insights on tax, regulation, technology and the economy across the region.


    © 2026 Copyright Dawgen Global. All rights reserved.  ·  Privacy Notice  ·  Cookie Policy  ·  Website Terms  ·  Accessibility

    Talk to us