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Introducing the Dawgen AI Lifecycle Assurance (DALA)™ Framework: Building Trustworthy AI from Idea to Impact

December 6, 2025by Dr Dawkins Brown

Artificial Intelligence is no longer a futuristic concept—it is now embedded in credit decisions, medical diagnostics, hiring tools, pricing engines, recommendation systems, and even legal and tax workflows. As organisations accelerate AI deployment, boards, regulators, and customers are all asking hard questions: Can we trust the outputs of these systems? Are they fair, explainable, and...

AI and Cloud Integration AI Assurance & Auditing AI Governance & Compliance AI in Regulated Industries AI Risk Management AI Standards & Certifications AI Strategy for Business Caribbean Accountant Caribbean Accounting Firm Caribbean Advisory firm Caribbean advisory services Caribbean AI Ecosystem Caribbean audit firm Caribbean Business Insights

Privacy by Design: Telco GenAI under Data Protection Laws

December 5, 2025by Dr Dawkins Brown

How Caribbean telecoms can harness GenAI without leaking customer trust Executive summary Telecom operators sit on some of the most sensitive data in the economy: identity, location, billing, usage patterns, device details, and often payment and communication metadata. At the same time, GenAI and agentic AI are moving rapidly into the telco stack—powering: customer service...

Autonomous Networks, Accountable AI: Assurance for Telco Ops and CX Co-Pilots

December 5, 2025by Dr Dawkins Brown

How Caribbean telecommunications providers can scale AI safely across networks and customer touchpoints Executive summary Caribbean telecom operators are already relying on AI—whether they call it that or not. Network optimisation engines, fault prediction models, churn scores, and chatbots are all forms of AI and analytics. The next wave—GenAI and agentic AI—is arriving quickly: copilots...

Caribbean Accountant Caribbean Accounting Firm Caribbean Advisory firm Caribbean advisory services Caribbean AI Ecosystem Caribbean audit firm Tax Firm Tax Planning Services Taxation Services

When Business Deductions Disappear: Lessons from a U.S. Tax Court Case for Global Entrepreneurs

December 2, 2025by Dr Dawkins Brown

Running a business across borders can be exciting and profitable — but when tax compliance is handled casually, it can also be very expensive. A recent decision of the United States Tax Court involving a married couple and their Malaysian engineering business is a powerful reminder of how quickly business expense deductions can be denied...

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From Blueprints to Cash Flows: Dawgen CARI-VAL RealEstate™ for Valuing Property and Development Projects

November 30, 2025by Dr Dawkins Brown

Real estate and construction are central to economic development in Jamaica, the wider Caribbean and Latin America & the Caribbean (LAC). Office towers, logistics hubs, retail centres, industrial parks, residential communities, hotels, mixed-use developments and public infrastructure all sit on one fundamental question: “What is this property or development really worth — today and under...

Caribbean Accountant Caribbean Accounting Firm Caribbean Advisory firm Caribbean advisory services Caribbean AI Ecosystem Caribbean audit firm Caribbean Business Insights Caribbean Tax Planning Firm

The Caribbean and LAC in the Global Corporate Tax Landscape: Strategy Lessons from OECD Corporate Tax Statistics 2025

November 29, 2025by Dr Dawkins Brown

The OECD’s Corporate Tax Statistics 2025 is more than a technical publication. For businesses in Jamaica, the wider Caribbean and Latin America & the Caribbean (LAC), it’s effectively a global scoreboard: showing where our region sits on corporate tax rates, withholding taxes, treaty networks and BEPS implementation – and how that shapes investment and tax...

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Reading the CbCR Data: What Multinational Reporting Reveals About Profit Shifting and Tax Risk

November 28, 2025by Dr Dawkins Brown

Country-by-Country Reporting (CbCR) has quietly become one of the most powerful transparency tools in international taxation. For large multinational enterprise (MNE) groups, it is no longer just a compliance obligation – it is a data set that tax authorities, policymakers and increasingly boards themselves use to assess where profits are booked, where activities happen, and...

Caribbean Accountant Caribbean Accounting Firm Caribbean Advisory firm Caribbean advisory services Caribbean AI Ecosystem Caribbean audit firm Caribbean Business Insights Tax Firm Tax Planning Services Taxation Services

From BEPS to Pillar Two: How Anti-Avoidance Rules Are Reshaping Corporate Tax Planning

November 28, 2025by Dr Dawkins Brown

1. A New Era for Corporate Tax Strategy Over the past decade, the global tax landscape has shifted from rate competition to rule tightening. The OECD/G20 Base Erosion and Profit Shifting (BEPS) project has rolled out a comprehensive set of anti-avoidance measures, and now Pillar Two’s global minimum tax is adding another powerful layer of...

Caribbean Accounting Firm Caribbean Advisory firm Caribbean advisory services Caribbean AI Ecosystem Caribbean audit firm Caribbean Business Insights Tax Firm Tax Planning Services Taxation Services

Branches, Head Offices, and Withholding Tax: Treating One Legal Person as Many for Tax Purposes

November 26, 2025by Dr Dawkins Brown

In company law, a branch and its head office are the same legal person. There is no separate share capital, no separate legal personality, no “other company” at the other end of the transaction. Yet, in the recent Bank of Nova Scotia v Comptroller of Inland Revenue (Saint Lucia) decision, the Caribbean Court of Justice...

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From Island Farms to Global Markets – Building Inclusive Value Chains with the Dawgen C-AGRI™ Framework

November 25, 2025by Dr Dawkins Brown

Across the Caribbean, agriculture is full of paradoxes. Smallholder farmers, fishers, and rural entrepreneurs work hard every day, yet: Supermarket shelves are filled with imported food. Local products struggle to meet standards, volumes, or consistency. Post-harvest losses remain high while food import bills keep rising. Many youth see agriculture as a last resort, not a...

Newer Posts

Older Posts

Introducing the Dawgen AI Lifecycle Assurance (DALA)™ Framework: Building Trustworthy AI from Idea to Impact

Autonomous Networks, Accountable AI: Assurance for Telco Ops and CX Co-Pilots

When Business Deductions Disappear: Lessons from a U.S. Tax Court Case for Global Entrepreneurs

From Blueprints to Cash Flows: Dawgen CARI-VAL RealEstate™ for Valuing Property and Development Projects

The Caribbean and LAC in the Global Corporate Tax Landscape: Strategy Lessons from OECD Corporate Tax Statistics 2025

From BEPS to Pillar Two: How Anti-Avoidance Rules Are Reshaping Corporate Tax Planning

Branches, Head Offices, and Withholding Tax: Treating One Legal Person as Many for Tax Purposes

From Island Farms to Global Markets – Building Inclusive Value Chains with the Dawgen C-AGRI™ Framework

August 10, 2026CAPITAL: Asset Rich and Cash Poor Is a Choice, Not a Condition

August 10, 2026GOVERNANCE :The Board That Meets Once a Year Is Not a Board

August 9, 2026DEPENDENCE: Key-Person Risk Is a Valuation Discount, Not a Compliment

August 9, 2026VISIBILITY: Why Caribbean Private Companies Are Worth Less Than Their Owners Think — and How to Fix It

August 6, 2026One Page, Every Quarter

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Where to find us?

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