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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 Applied to Business

Editing AI output is the real work

Reviewing what AI produces is not a minor task: it is the core competency of anyone who wants to scale with the technology. Editorial judgment is what separates output from actual results.

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June 2026 8
AI Applied to Business

The AI Cost Nobody Approved

You approved the cost of AI working. Nobody approved the cost of it working well.

Process Automation

Mistakes Were the Team's Curriculum

AI brought operational errors to zero. The dashboard turned green. The team grew fragile.

Process Automation

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.

AI Applied to Business

Silent Drift Redefines Scope Without a Meeting

Your business's scope has been redefined over the past 18 months. Except no one ever called a meeting to do it.

Strategy for AI-First Companies

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.

Strategy for AI-First Companies

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.

Marketing, Sales, and Growth with AI

The AI That Erases Your Brand's "Why"

82% of the marketing team uses AI every day. None of them can explain anymore why the brand resonates - only that it does.

Strategy for AI-First Companies

The Threshold That Became Strategic Policy

Your company has a strategic decision policy that no one approved. It lives in the configuration file of your AI model.

May 2026 7
Marketing, Sales, and Growth with AI

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.

Process Automation

Human-in-the-loop and the lost calibration

We designed the human review protocol for the cases AI can't handle. What we didn't account for is that those would be exactly the cases the team had lost the ability to handle.

AI Applied to Business

The KPI That Approved Your AI Is Now Holding It Back

The metric that sold your AI project to the board is probably the same one keeping the AI from going further.

Strategy for AI-First Companies

The Invisible Wins Nobody Audits

Your team audits the AI's mistakes. Nobody questions its wins. And that's exactly where the drift begins.

Strategy for AI-First Companies

AI Onboarding Passes Down an Obsolete Culture

You changed your strategy. The AI training your employees doesn't know that.

AI-First Business Strategy

The CAIO's conflict of interest

76% of companies already have a CAIO. Most of them put the accelerator and the brake in the same hand.

Marketing, Sales, and Growth with AI

GEO Crystallizes Who You Used to Be

ChatGPT is recommending your company to your next client. The problem is it's recommending the version from two years ago.

Papo de CAIO
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