Jamaica

Accounting & BPO Advisory & Consulting AI & Emerging Technology Board & Governance Regulatory & Standards

Governance, Ethics and ISO/IEC 42001: How Dawgen’s AI Audit Methodologies Keep You Compliant

December 6, 2025by Dr Dawkins Brown

Artificial Intelligence is no longer confined to experimental projects or innovation labs. It now influences who gets credit, how patients are prioritised, which transactions are flagged as fraud, and how citizens access public services. As AI moves into these high-impact domains, regulators, customers, and boards are demanding something very clear: “Show us that your AI...

Accounting & BPO Advisory & Consulting AI & Emerging Technology Audit & Assurance Board & Governance Caribbean Business Regulatory & Standards Tax

From Go-Live to Year 3: Real-World AI Monitoring and Drift Management with DALA™ and DCAMA™

December 6, 2025by Dr Dawkins Brown

For many organisations, the day an AI system goes live feels like the finish line: months of design, data work, model building, and testing finally culminate in deployment. In reality, go-live is not the finish line—it is the starting point of the most important phase in the AI lifecycle: real-world operation. Once an AI model...

AI & Emerging Technology Board & Governance Regulatory & Standards

Pre-Deployment AI Testing Done Right: Inside Dawgen’s DALA™ Lifecycle Validation Approach

December 6, 2025by Dr Dawkins Brown

Artificial Intelligence systems rarely fail in obvious ways. They fail quietly. A model that looked impressive in a proof-of-concept starts producing strange results when real customers interact with it. A chatbot begins giving inconsistent advice. A credit scoring engine inadvertently disadvantages a vulnerable group. A fraud model is “gamed” by bad actors who learn its...

Accounting & BPO Advisory & Consulting AI & Emerging Technology Audit & Assurance Board & Governance Regulatory & Standards

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...

Accounting & BPO Advisory & Consulting AI & Emerging Technology Board & Governance Regulatory & Standards

Banking on Trust: Making GenAI Audit-Ready under AML/CFT and Model Risk

December 5, 2025by Dr Dawkins Brown

How Caribbean banks, credit unions, and fintechs can deploy AI safely—without slowing the business Executive summary GenAI and agentic AI are already inside the financial stack: onboarding chatbots triage KYC, large-language-model (LLM) copilots assist analysts with alerts, collections agents prioritize next best actions, and fraud engines incorporate unstructured signals. The opportunity is real: faster decisions,...

Accounting & BPO Advisory & Consulting AI & Emerging Technology Audit & Assurance Tax

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...

Accounting & BPO Advisory & Consulting Business Development & Entrepreneurship Corporate Finance & M&A Data & Analytics Strategy & Transformation Training & Coaching

Care, Capacity and Cash Flows: Dawgen CARI-VAL Health™ for Valuing Healthcare Businesses in the Caribbean

December 1, 2025by Dr Dawkins Brown

Hospitals, clinics, diagnostic labs, pharmacies, medical suppliers and healthtech platforms sit at the heart of well-being, productivity and social stability. In Jamaica, the wider Caribbean, and Latin America & the Caribbean (LAC), the healthcare sector is also: A major employer A significant consumer of public budgets A growing area for private investment, PPPs and insurance...

Accounting & BPO Advisory & Consulting Business Development & Entrepreneurship Corporate Finance & M&A Data & Analytics Strategy & Transformation Training & Coaching

From Ports to Parcels: Dawgen CARI-VAL Logistics™ for Valuing Transport and Supply Chain Platforms in the Caribbean

December 1, 2025by Dr Dawkins Brown

Ships, ports, airports, trucking fleets, warehouses, courier networks and 3PLs (third-party logistics providers) are the circulatory system of modern economies. In Jamaica, the wider Caribbean and Latin America & the Caribbean (LAC), logistics is even more critical: Most economies are small, open and import-dependent Tourism, manufacturing, agriculture and e-commerce all rely on reliable, cost-effective logistics...

Accounting & BPO Advisory & Consulting Corporate Finance & M&A Data & Analytics Strategy & Transformation

Feeding Markets, Facing Shocks: Dawgen CARI-VAL Agri™ for Valuing Agriculture and Agribusiness in the Caribbean

December 1, 2025by Dr Dawkins Brown

Agriculture and agribusiness sit at the intersection of food security, rural livelihoods and export earnings in Jamaica, the wider Caribbean and Latin America & the Caribbean (LAC). From sugar, bananas and coffee to poultry, livestock, fresh produce, spices, agro-processing and input supply, the sector is both strategic and vulnerable. For governments, lenders, family owners and...

Accounting & BPO Advisory & Consulting Corporate Finance & M&A

Valuing the Modern Retailer: Dawgen CARI-VAL Retail™ in an Omni-Channel Caribbean Marketplace

November 30, 2025by Dr Dawkins Brown

From corner shops and supermarkets to pharmacy chains, hardware stores, fashion retailers and big-box outlets, retail is the front line of the Caribbean economy. It connects producers and importers to households, tourists and businesses; it shapes urban spaces; it is a major employer; and it is increasingly the stage on which digital and physical commerce...

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Older Posts

Governance, Ethics and ISO/IEC 42001: How Dawgen’s AI Audit Methodologies Keep You Compliant

From Go-Live to Year 3: Real-World AI Monitoring and Drift Management with DALA™ and DCAMA™

Pre-Deployment AI Testing Done Right: Inside Dawgen’s DALA™ Lifecycle Validation Approach

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

Banking on Trust: Making GenAI Audit-Ready under AML/CFT and Model Risk

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

Care, Capacity and Cash Flows: Dawgen CARI-VAL Health™ for Valuing Healthcare Businesses in the Caribbean

From Ports to Parcels: Dawgen CARI-VAL Logistics™ for Valuing Transport and Supply Chain Platforms in the Caribbean

Feeding Markets, Facing Shocks: Dawgen CARI-VAL Agri™ for Valuing Agriculture and Agribusiness in the Caribbean

Valuing the Modern Retailer: Dawgen CARI-VAL Retail™ in an Omni-Channel Caribbean Marketplace

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