Liam Fairfax

Liam Fairfax

Data Management Specialist
Liam Fairfax is a data management expert specializing in data auditing and monitoring. He often combines his expertise in this sector with his interest in data segmentation and isolation. Liam writes about data analysts to strengthen security protocols.
How Is Agentic AI Transforming IT Migration and Modernization?

Data Management

How Is Agentic AI Transforming IT Migration and Modernization?

Imagine a business landscape where clinging to outdated systems could mean the difference between thriving and merely surviving, and where the race to modernize IT infrastructure is more urgent than ever. Legacy applications, often clunky and inefficient, drag down innovation and scalability, leaving companies struggling to keep pace with digital

Will Claude’s 80% Task Gains Boost Real Productivity?

Data Management

Will Claude’s 80% Task Gains Boost Real Productivity?

A sharp opening that challenges the headline number If an AI assistant can slice the time of a single task by roughly 80 percent, what explains the stubborn gap between exhilarating demos and the slow grind of real productivity across teams and departments? The tension shows up in the spaces between tasks, where validation, coordination, and

How Did GS Caltex Turn AiU Into an Enterprise AI Platform?

Data Management

How Did GS Caltex Turn AiU Into an Enterprise AI Platform?

Setting the hook Why would a refinery race to build its own generative AI while margins compress, demand patterns shift, legacy systems creak, and thousands of frontline workers rely on mobile devices for every shift task? A sharper question sat behind that one: could a heavy-industry incumbent convert curiosity into enterprise-scale adoption

AI Advantage Belongs to Those Who Control the Data Layer

Data Management

AI Advantage Belongs to Those Who Control the Data Layer

AI-driven work now begins with a prompt not a menu, and that shift has quietly moved the center of gravity from the application interface to the data beneath it, where accuracy, context, and governance now decide whether copilots and agents help or hallucinate. As natural language becomes the command surface across functions, the stakes changed:

CIO’s Guide to Responsible AI with Guardrails and Governance

Data Management

CIO’s Guide to Responsible AI with Guardrails and Governance

Understanding the AI Landscape in Enterprise Environments The enterprise adoption of artificial intelligence (AI) has reached a pivotal moment, with generative AI (genAI) and agentic AI leading a transformative wave across industries. GenAI, capable of producing content like text and images, and agentic AI, designed for autonomous decision-making,

Nvidia GPU Shortage: Rethink AI Plans or Seek Alternatives

Data Management

Nvidia GPU Shortage: Rethink AI Plans or Seek Alternatives

In an era where artificial intelligence is transforming industries at an unprecedented pace, a critical obstacle has emerged that threatens to derail ambitious tech strategies across the board, as the severe shortage of Nvidia GPUs creates a significant bottleneck. Widely regarded as the gold standard for AI workloads due to their unmatched

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