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AI•Enterprise•Industry Insights•December 17, 2025

Why every model sucks nowadays (and why it's good news)

OpenAI's Code Red, Google's Gemini dominance, and why model convergence is actually great news for enterprises. the real race isn't about which model is smartest—it's about integration.

AI•Workflow Automation•Enterprise•February 2, 2026

Why every AI startup becomes a workflow builder

In biology, all life evolves into crabs. in AI, all startups evolve into workflow builders. why convergence is inevitable—and why most companies are doing it wrong.

AI•Compliance•Regulations•Enterprise•January 28, 2026

The AI compliance paradox: how regulations are forcing better AI

OpenAI fined €15M for GDPR violations. Clearview AI hit with €30.5M penalty. 700+ AI bills in 2024 alone. companies are panicking. but here's the paradox: regulations aren't breaking AI—they're fixing it.

AI•Enterprise•Data Integration•ROI•January 20, 2026

The hidden cost of AI: why data integration eats your ROI

You budgeted for AI. you didn't budget for what makes AI work. 96% of enterprises start without adequate data infrastructure. here's why data integration costs 3x more than the AI itself—and why nobody talks about it.

AI•Automation•Enterprise•Human-in-the-Loop•January 10, 2026

The automation paradox: why full AI autonomy makes things worse

Amazon's hiring AI discriminated against women. Tesla's autopilot missed a white truck. full autonomy fails 86% of the time. meanwhile, human-in-the-loop AI quadrupled productivity. the paradox: the more you automate, the more you need humans.

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