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Ai

237 posts filed under Ai.

Jan 1, 2026 Technical Debt & Economics

3 Ways to Escape the 40% Maintenance Trap

Your engineers spend 40% on maintenance. Here's how to get half of that back.

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Dec 29, 2025 Organizational Dynamics

Why Your Data Team Is Burned Out

The "urgent" request took two hours. The context switch cost four.

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Dec 27, 2025 Technical Debt & Economics

Citizen Development Creates Enterprise Debt

The app your business team built in a week will cost IT six months to fix.

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Dec 26, 2025 Technical Debt & Economics

The Data Platform ROI Nobody Calculates

The CFO asked for the ROI of data. Nobody could answer.

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Dec 25, 2025 Data Architecture & Strategy

The Architecture Conversation CEOs Avoid

The architecture conversation CEOs avoid is the one they need most.

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Dec 23, 2025 Fractional & Leadership

AI Governance - Why 82% Are Scrambling

Your board wants AI. Your teams are building AI. Your governance? Still stuck in 2019.

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Dec 22, 2025 Technical Debt & Economics

Cloud Cost Shock - $100B in Waste

Global enterprises waste $100 billion annually on cloud. Your share is probably 20-40%.

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Dec 21, 2025 Data Architecture & Strategy

Data Quality Crisis - 77% Admit Failure

Everyone is in data. But only one team gets the blame when it breaks.

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Dec 20, 2025 Data Architecture & Strategy

Data Quality as Organizational Signal

Bad data doesn't come from bad systems. It comes from broken ownership.

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Dec 19, 2025 Organizational Dynamics

We Hired a 10x Developer. Then We Lost the Team

We hired a 10x developer. Then we lost the team.

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