The AI Cost Nobody Approved
You approved the cost of AI working. Nobody approved the cost of it working well.
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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
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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June 2026 10
The Invisible Governance of Agent Tie-Breaking
When two agents conflict, something decides which one wins.
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Mistakes Were the Team's Curriculum
AI brought operational errors to zero. The dashboard turned green. The team grew fragile.
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What the AI Couldn't See
The AI identified three roles operating below capacity. We reallocated them. Five months later, the operation began to stall. And the data couldn't explain why.
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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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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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When the CRM Doesn't Capture the Contract
The CRM had 97 touchpoints logged over the past year. The client didn't renew anyway.
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May 2026 5
GEO: The Narrative You Lost
Before they ever call you, the prospect has already asked the AI who you are - and the description they got didn't come from you.
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Linear Governance Cancels Out the Gains from Agents
Your agents run in parallel. Your governance still works in a queue.
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Perfect Scoring, Different Market
18 months of solid scoring. High confidence. Conversion dropped 34% in one quarter.
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