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Enterprise AI Transformation Starts With Boring Work

George on September 4, 2026

enterprise AI transformation built on unified data systems

Verizon’s AI now handles most inbound consumer calls and chats. The real lesson is the multi-year data consolidation that came first.

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Local AI Hardware Is Not a Privacy Strategy

George on September 3, 2026

Abstract local AI hardware cluster with a visible inference bottleneck

A $16,000 local AI cluster can keep data private. That still does not make it a sound business decision. Start with the workload, not the hardware.

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Uber Just Paid €825 Million for Automated Decisions Nobody Explained

George on September 2, 2026

Abstract blue and teal decision-tree pattern symbolizing automated decisions in business systems

The second largest GDPR fine in history was not about a data breach. It punished automated decisions nobody explained. Operators everywhere should take notes.

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AI-Written Support Tickets Are Coming. Trust Them Less.

George on September 1, 2026

Abstract blue and teal waves representing AI-written support tickets flowing into a queue

Customers’ AI assistants will soon draft their support messages. Fluent tickets are about to stop being a signal of anything.

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The Resolution Gap: Your AI Closed the Chat. Nobody Closed the Case.

George on August 31, 2026

Abstract blue and teal illustration of a glowing bridge over a dark chasm, symbolizing the resolution gap in AI customer support

New data puts a number on the resolution gap: fast AI answers, unresolved issues, and trust lost at the handoff. Here is how to actually close it.

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Your Support Stack Just Got a Meter. Failure Is Now a Line Item.

George on August 28, 2026

Abstract blue and teal illustration of a glowing meter representing AI usage pricing in customer support

Enterprise software is repricing from seats to meters. AI usage pricing will expose the true cost of every failed support interaction. Smart support leaders will start tracking cost per resolution now.

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AI Now Closes 7 in 10 Support Tickets. The 3 Left Behind Will Break Your Team.

George on August 27, 2026

Abstract wave of particles flowing away from jagged shapes, illustrating the hard cases ticket deflection leaves behind

AI now closes 7 in 10 support sessions. The tickets that remain are the hard, physical, visual ones, and most support teams were never built to run a queue made entirely of them.

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Your AI Vendor Just Shuffled Its Safety Team Again. Your Customers Did Not Get the Memo.

George on August 26, 2026

Abstract blue and teal waves representing AI accountability in customer support

Your AI vendor reorganized its safety team on the way to an IPO. Your customers never got the memo. Accountability stays with you, and it starts with seeing the real problem.

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Enterprise AI Spending Just Overtook Consumer. Your Most Expensive Support Problem Never Saw a Dime.

George on August 25, 2026

Abstract blue and teal illustration of enterprise AI spending flowing toward a single focal point

OpenAI now earns most of its revenue from enterprises. Yet almost none of that enterprise AI spending touches the physical support problems that cost companies the most. Here is where the budget should go next.

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Your Best Technician Retires Next Year. Your AI Agent Never Watched Him Work.

George on August 24, 2026

OpenAI’s new enterprise research shows execution-focused AI pulling ahead. But agents trained on tickets and docs never capture what your veteran technicians actually see. Capture that visual expertise before it retires.

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