Mistakes Were the Team's Curriculum
AI brought operational errors to zero. The dashboard turned green. The team grew fragile.
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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.
AI Data
AI Agent as a BI Analyst
The dashboard won't get prettier. It will cease to exist.
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June 2026 5
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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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 10
Perfect Scoring, Different Market
18 months of solid scoring. High confidence. Conversion dropped 34% in one quarter.
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The Blackout Test as Governance
I proposed shutting down the agent for 24 hours. The company froze before the test even began.
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Hallucinations Become Internal Standards
The company had an AI-generated knowledge base. No one knew which part was institutional truth and which part the model had made up.
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AI Governance Starts in the Budget
There's budget to build the AI system. There's no budget to govern it.
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AI ROI: The Incomplete Math
The CFO approved the project because it saved 200 hours. The 180 hours that same project created never even made it onto the slide.
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Prompts expire. Businesses change
Your business today isn't the same as it was 14 months ago. Your prompts, on the other hand, are.
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Green Uptime, Silent Adoption
Your AI system has 99.9% uptime. The team opens it three times a week.
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The Manager Has Become a Context Architect
60% of any manager's time goes to coordination about the work, not to the work itself.
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