Blog

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.

Read article
June 2026 15
AI Applied to Business

The AI Cost Nobody Approved

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

AI Agents

The Invisible Governance of Agent Tie-Breaking

When two agents conflict, something decides which one wins.

AI Data

AI Agent as a BI Analyst

The dashboard won't get prettier. It will cease to exist.

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.

Strategy for AI-First Companies

The Org Chart Has Become Decoration

Your org chart is two years old. Your real decision-making hierarchy is eight months old.

Strategy for AI-First Companies

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.

AI Applied to Business

When the Agent Teaches the Company

Your new hire learned the company through the prompt. Not through the process.

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.

Strategy for AI-First Companies

The AI That Sets Your Strategic Agenda

Your next strategic decision will begin within a frame you didn't choose.

Marketing, Sales, and Growth with AI

When the CRM Doesn't Capture the Contract

The CRM had 97 touchpoints logged over the past year. The client didn't renew anyway.

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.

AI Applied to Business

Compliance with an AI that doesn't exist

The audit passed. The risk stayed.

Papo de CAIO
0:00
0:00