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Dr Dawkins Brown

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:...

Auditing Generative AI: The Dawgen Generative AI Controls Framework (DGACF)™ Explained

Generative AI has moved from curiosity to core capability with dizzying speed. Large language models (LLMs), copilots, image generators, and content automation tools now sit inside: Customer service channels and virtual assistants Productivity suites and collaboration platforms Software development, analytics, and risk functions Public-facing chatbots, marketing engines, and decision tools These systems can draft contracts,...

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

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...

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...

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

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...

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

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...

Price, Promo, and Proof: Auditing GenAI for Merchandising & Personalisation

How Caribbean retailers and e-commerce brands can scale AI safely—while protecting margin, fairness, and trust Executive summary Retail and e-commerce are being reshaped by AI. Pricing engines adjust daily (or hourly). GenAI writes product descriptions and campaign copy. Recommendation systems nudge customers toward “next best products.” Agentic AI can even adjust promotions, trigger emails, or...

Responsible AI in Public Services: Procurement, Policy, and Proof

  How Caribbean governments can deploy AI and GenAI safely—with governance citizens can trust Executive summary Across the Caribbean, governments are modernising service delivery: e-government portals, digital ID, tax and customs systems, social-benefit platforms, justice sector modernisation, and smart-city pilots. Artificial intelligence—especially GenAI and agentic AI—is quietly entering this ecosystem: chatbots answering citizen queries, copilots...

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...

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

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...

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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.