Journal / Agents

Agents and automation.

When to automate, when to use an AI agent, and where to start.

Railway switch tracks splitting in two directions

Agents · 2 min

What's the difference between an AI agent and an automation?

When a fixed automation is enough, when you need an AI agent, and why most companies should start simple.

Stacks of paper folders on a shelf, sorted by colour

Agents · 2 min

Which business process should you automate first?

A simple way to choose the first process to automate, and the signs that a process isn't ready yet.

A vintage telephone switchboard with patch cables in a dim room

Agents · 3 min

What is an AI agent?

What an AI agent is, what it needs to work, how to tell a real agent from a relabelled chatbot, and when your business actually needs one.

A brass service bell on a wooden counter

Agents · 3 min

AI agent vs AI assistant: what's the difference?

An assistant helps when you ask. An agent carries work through by itself. How to tell them apart and which one your team actually needs.

Close-up of a self-winding mechanical watch movement

Agents · 3 min

Agentic AI vs AI agent: what's the difference?

Agentic AI is the wider approach, an AI agent is the building block. What the terms mean, where they blur and what to ask when buying.

A heavy metal knife switch on a grey wall

Agents · 3 min

What does human in the loop mean?

Human in the loop means a person checks or approves what AI does at set moments. Where to put those moments and how to avoid rubber-stamping.

A workshop wall with tools hung in neat order

Agents · 3 min

What are real examples of AI agents in business?

The kinds of work AI agents handle in a business, what they do step by step, where a person stays involved, and how to spot a good candidate.

A small workshop desk with a paper ledger and a closed laptop

Agents · 3 min

How can a small business actually use AI?

A practical order for using AI in a small business: what to do first, what to automate, when to build, and what to leave alone.

A wooden box full of blank index cards

Agents · 3 min

What can you automate in a CRM?

What you can automate in a CRM, which jobs need rules and which need AI, and how to keep bad data from spreading faster.

Stacked metal mail trays with sorted blank envelopes

Agents · 3 min

How does AI email automation work?

How AI reads, sorts and drafts your email, how much to let it do alone, and the risks you need to plan for, such as prompt injection.

A stack of blank paper slips on a metal spike on a desk

Agents · 3 min

How does invoice automation work?

How invoice automation works from inbox to bookkeeping, where AI helps, what e-invoicing changes, and which checks should stay with a person.

An empty reception desk in a bright lobby

Agents · 3 min

Should you use AI for customer service?

When AI helps in customer service and when it hurts, how to hand off to a person, what you must disclose and how to test before going live.

Two sets of interlocking metal gears side by side on a workbench

Agents · 3 min

n8n vs Zapier: which should you choose?

n8n vs Zapier compared on hosting, usage billing, licence and who has to maintain it, with a way to decide for your own workflow.

A metal sieve holding coffee beans over a ceramic bowl

Agents · 3 min

How does AI lead qualification work?

How AI reads enquiries, checks them against your criteria and routes them, why your criteria come first, and how to catch the leads it gets wrong.

A calculator on a desk

Agents · 2 min

What does an AI agent actually cost?

AI agent budgets depend on the workflow, integrations, human oversight and maintenance, not just the model subscription.

A row of mailboxes

Agents · 2 min

Form, chatbot or agent? Start with the job.

A form collects, a chatbot answers and an AI agent can support the next step. Choose based on the job, not the hype.

02 / Topics