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

Shutdown Data Blackout: Hiring Cools, Layoffs Stay Low

Data Security

Shutdown Data Blackout: Hiring Cools, Layoffs Stay Low

When the lights go out on official datwhy this blackout matters now Markets hate blind spots, and a record-long shutdown that freezes the Bureau of Labor Statistics has created exactly that by silencing October’s jobs report and forcing decision-makers to navigate without their most trusted gauges. In the gaps left behind, asset prices have been

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:

Are You in Control of Agentic AI in the Enterprise?

Data Management

Are You in Control of Agentic AI in the Enterprise?

Executives now deploy autonomous agents that can negotiate contracts, move money, and reconfigure systems before a human even notices the request hit a queue, and the only thing standing between scale and stall is operational trust. That reality reframed trust from a feel-good virtue into core infrastructure, because value no longer turns on

Seven Cyber Threats Australian Organizations Must Tackle Now

Data Management

Seven Cyber Threats Australian Organizations Must Tackle Now

What happens when a single weak password like "Winter2025!" becomes the gateway to a catastrophic data breach for an Australian company, exposing sensitive information and shattering trust? This isn’t just a hypothetical situation but a chilling reality for many businesses today. Across industries, from retail to healthcare, organizations are

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