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.

AI Agents

The Agent Decided. Nobody Knows Why Anymore.

When a decision is delegated to an AI agent long enough, the reasoning behind it quietly disappears from the organization. Here is how that erosion happens and what to do before it costs you.

Read article
July 2026 2
AI Agents

The Judgment That Left With the Employee

When someone configures an AI agent and then leaves the company, the agent keeps running on that person's logic. The problem is that no one else knows that logic ever existed.

Process Automation

The Agent Is the Process. No One Documented It.

When automation replaced the informal knowledge of people who already left, the company loses its recovery layer. A minimum protocol for capturing what there's still time to save.

June 2026 5
AI Agents

The Agent Optimized the Funnel. Nobody Logged the Hypothesis.

When an AI agent takes over funnel optimization, it makes decisions that embed implicit assumptions about your business. The problem is that none of those assumptions are ever written down.

Strategy for AI-First Companies

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.

AI Agents

The assumption your agent never questioned

Every AI agent inherits a business assumption. When that assumption ages without notice, the automation executes flawlessly on a false foundation — and scale amplifies the error.

Automação de processos

Stop Automating. Start Eliminating.

Most companies use AI to do the same work faster. The real gain comes from identifying entire process steps that only exist because no one ever questioned whether they should.

Automação de processos

The Process That Breaks on the First Exception

Most AI implementations fail not because of the technology, but because the mapped process captures the ideal flow, not the real one. Here's how to close that gap before writing a single line of automation.

May 2026 1
Process Automation

The line between autonomy and escalation

Your agent made a decision it wasn't supposed to make, and you never found out.

Papo de CAIO
0:00
0:00