How agents will change work?

Agents reduce the amount of work, but increase the value of what’s left.

The Aitta Letter

Subscribe to the slow thoughts and quick notes.

Most AI tools help us work faster. Agents help us work differently.

ChatGPT is a good example of the first.

It speeds up writing, ideation, and thinking.

It makes work lighter — usually by 10–40%.

Agents are different.

They don’t make you slightly faster.

They change how the work is done.

Agents don’t make you more productive. They take over parts of the work itself.

An agent doesn’t help you write a campaign faster.

It plans it, schedules it, publishes it, monitors it, and reports back — while you decide the direction.

An agent doesn’t help you write a better email.

It reads the entire conversation, checks the context, drafts a response, and sends it once you approve.

Agents don’t make you more productive.

They take over parts of the work itself.

Autonomously.
Quietly.
On repeat.

That’s why their impact isn’t linear.

It’s multiplied.

Work doesn’t disappear. It simply moves upward.

When an agent handles a small research task, it doesn’t save minutes — it removes the task entirely.

When an agent compiles data, no one stays late working through spreadsheets.

When an agent tests, checks, retries, and corrects a workflow, you focus on the parts that actually move things forward.

Hours turn into minutes.

Chaos turns into clarity.

Overwhelm turns into space to think.

What shifts from humans to agents

Agents handle:

  • monitoring
  • compiling
  • preparing
  • testing
  • basic analysis
  • long, repetitive task chains

 

Humans handle:

  • priorities
  • direction
  • insight
  • taste
  • decisions
  • relationships
  • creativity
  • responsibility

The new manager’s role

With agents, work isn’t “task management” anymore.
You don’t delegate tasks — you guide outcomes.

Daily work shifts from:

“I need to do these things today.”

to

“I want this outcome, and the agent will figure out how.”

It sounds small, but once you understand it, the entire structure of work changes.

Why small businesses benefit the most

Large companies have layers, approvals, and processes that agents must navigate.

Small companies don’t.

They can deploy an agent:

  • in an hour
  • without permissions
  • without IT
  • without political friction
  • without waiting for budgets

Agents fill roles small businesses don’t have: research, reporting, monitoring, content prep, analysis, and follow-up.

One founder + three agents often feels like a team, not a solo operation.

That’s why the uplift is disproportionate.

Small companies can use agents before they need employees.

What stays human

There are things agents won’t take — not because they can’t, but because they shouldn’t.

  • context
  • taste
  • intuition
  • empathy
  • prioritization
  • judgment
  • relationships
  • vision
  • creative risk
  • responsibility

Agents reduce the amount of work, but increase the value of what’s left.

And the best part:

They give room for the meaningful work to return.