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Governance & Disputes

AI Risk Classification: Governing by Consequence, Not by Technology

The Case for Risk-Proportionate Governance One of the most common governance errors Caribbean enterprises make when building AI oversight frameworks is applying uniform governance requirements across all AI systems regardless of their risk profile. This approach is simultaneously too burdensome for low-risk applications and dangerously inadequate for high-risk ones. It produces compliance theatre — the...

Algorithmic Accountability: Who Answers When AI Gets It Wrong?

The Accountability Vacuum When an AI-driven loan origination system denies credit to a qualified applicant due to a biased training dataset, who is responsible? When an AI recruitment screener systematically filters out candidates from a particular demographic, who is accountable? When an autonomous pricing algorithm produces outputs that harm consumers or distort a market, who...

Anti-Corruption, Ethics, and Integrity: Building the Governance Culture That Protects Caribbean Businesses

Integrity Is Not Optional — It Is the Foundation Of all the dimensions of corporate governance, none is more consequential for the long-term viability of Caribbean businesses than integrity. Corruption — in all its forms, from petty facilitation payments to large-scale procurement fraud — destroys business value, undermines competitive markets, corrupts public institutions, and ultimately...

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...

From Good to Governed: A Caribbean CEO’s Blueprint for Building a Governance-Ready Organisation in 2026 and Beyond

  The CEO Who Decided It Was Time She had been chief executive of a Caribbean financial services group for six years. Under her leadership, the group had grown from a single-territory operation with US$120 million in assets under management to a multi-territory platform managing US$340 million across wealth management, pension administration, and corporate trust...

The Governance Gap: Why Caribbean Boards Are Failing the Organisations They Lead — And How to Close the Distance

  The Board That Did Not See It Coming The chairman of a well-established Caribbean conglomerate — a group with interests spanning manufacturing, distribution, and retail across four territories — opened the February board meeting the way he had opened every board meeting for the past twelve years: with a review of the financial statements,...

APIs, Accounting Software, and “Natural Systems”: How Tax Is Moving Into Business Workflows—and What the Caribbean Must Do Next

Executive Summary Tax compliance is shifting from a periodic, manual activity—prepared after transactions happen—to an increasingly embedded and connected model where reporting, withholding, validation, and payments occur inside the “natural systems” of the economy: payroll platforms, accounting software, invoicing tools, banking rails, and digital marketplaces. The OECD’s 2025 report on tax administration digitalisation highlights API...

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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

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https://www.dawgen.global/wp-content/uploads/2023/07/Foo-WLogo.png

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?
https://www.dawgen.global/wp-content/uploads/2019/04/img-footer-map.png
Dawgen Social links
Taking seamless key performance indicators offline to maximise the long tail.

© 2023 Copyright Dawgen Global. All rights reserved.

© 2024 Copyright Dawgen Global. All rights reserved.