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From NIST AI RMF to Practical Controls: How Dawgen Turns AI Risk Principles into Assurance

  Across boardrooms, risk committees, and regulatory roundtables, one framework keeps appearing in conversations about Artificial Intelligence risk: the NIST AI Risk Management Framework (AI RMF). Developed by the U.S. National Institute of Standards and Technology, the NIST AI RMF provides a structured way to understand and manage AI risks, built around four core functions:...

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

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...

Privacy by Design: Telco GenAI under Data Protection Laws

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...

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

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...

Managing the Tax Burden on Capital: Turning EATRs, EMTRs and Cost-of-Capital Analytics into Boardroom Tools

Corporate tax is no longer just “25% on the slide in the board pack.” For capital-intensive and growing businesses in Jamaica, the wider Caribbean and LAC, the real tax cost of investment is driven by how quickly you can depreciate assets, how inventories are valued, whether you benefit from allowances for corporate equity (ACE), and...

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

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...

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

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...

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

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...

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

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...

Branches Under the Microscope: What the CCJ’s BNS Ruling Means for Cross-Border Management Charges

The recent decision of the Caribbean Court of Justice (CCJ) in The Bank of Nova Scotia v Comptroller of Inland Revenue (Saint Lucia) is not just another tax case for lawyers to debate. It is a clear signal that tax authorities and courts across the Caribbean are ready to scrutinise cross-border payment flows—especially management and...

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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

Where to find us?
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Taking seamless key performance indicators offline to maximise the long tail.
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.