You Picked the Vendor for Price. Now They Set the Limits.
Most companies choose their LLM provider based on cost per token. The problem shows up 18 months later, when switching models costs more than staying locked in.
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AI in practice
Ideas, guides and behind-the-scenes on how companies are using artificial intelligence across sales, marketing, support and management — without the hype.
Strategy for AI-First Companies
The Agent Found the Niche. The Company Stopped Asking Questions.
When an AI agent identifies the most profitable segment in your funnel, the danger isn't concentrating resources there — it's that growth in that niche starts disguising the silent disappearance of everyone else.
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June 2026 13
The Agent Answered Right. The Question Was Wrong.
Most AI audits measure whether the agent delivered what was asked. Nobody audits whether what was asked still makes sense.
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Who shuts down the agent when things go wrong?
Most companies define who turns an automation on. Almost none define who has the authority to turn it off. That gap is expensive.
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Data asymmetry in AI contracts
The AI vendor you are negotiating with has a model trained on the buying patterns of companies like yours. Your procurement team showed up with benchmarks.
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The trust network you turned off
You didn't lose your ability to decide. You lost the people who helped you do it.
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The Org Chart Has Become Decoration
Your org chart is two years old. Your real decision-making hierarchy is eight months old.
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AI Changed the Market's Denominator
The decision not to enter a market is rarely about the product. Almost always, it's about the math that doesn't add up.
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The Invisible Cost of AI-Driven Efficiency
AI cut 40% of structural costs. What got cut along with it has no line on the P&L.
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Dependency is the product, not the risk
Your AI vendor's business model wasn't designed to solve your dependency. It was designed to deepen it.
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The AI That Sets Your Strategic Agenda
Your next strategic decision will begin within a frame you didn't choose.
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The question AI can't answer
Your company has become excellent at asking what AI already knows how to answer.
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May 2026 2
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