AI for Beginners
✦ Agents · May 2026

What can agents actually do?

7 min read · concrete use cases

Enough theory. Let's get specific. Here are the main categories of things AI agents can actually do today — not in a lab, but in real tools you can access right now.

🔍 Research & summarise

Give an agent a topic or a question and it searches, reads multiple sources, synthesises the findings, and gives you a digest.

→ "Find the top 5 accounting tools for small business in Australia and compare pricing"

✍️ Draft & send

Write emails, responses, follow-ups, or social posts — then send them, with your review in the loop or fully automated once you trust the output.

→ "Draft a follow-up for everyone who attended last month's event but hasn't booked a call"

🔄 Move information between systems

Pull data from one place, transform it, and put it somewhere else. Automatically. On a schedule or triggered by an event.

→ "When a new form submission comes in, add it to the CRM and send a welcome email"

📡 Monitor & alert

Watch for something — a competitor announcement, a review, a price change, a news mention — and tell you when it happens.

→ "Check our Google reviews daily and alert me if anything below 4 stars comes in"

📅 Scheduling & coordination

Handle the back-and-forth of finding meeting times, sending reminders, and following up when people don't respond.

→ "Find a time that works for all five people and send calendar invites"

📂 Process & organise files

Read documents, extract key data, rename and sort files, generate summaries, or convert formats — at scale.

→ "Go through these 30 PDFs and extract the date, amount, and supplier from each invoice"
The most powerful agents aren't doing anything magical — they're just doing routine, repeatable tasks reliably, at scale, without getting tired.

🛠️ Tools available today

You don't need to build agents from scratch. Tools like Zapier and Make let you connect apps and automate workflows visually. And this isn't one company's trick — the major AI assistants each have an agent mode now. Claude's Cowork works directly in the files and folders on your computer. ChatGPT's agent mode browses the web, fills in forms and works with your files. Gemini runs multi-step research and can act on a schedule. Different names, same idea: you set the goal, it does the legwork.

More capable autonomous agents are emerging fast — but even the simpler automation tools available right now can reclaim significant chunks of routine work.

Sources & further reading: Anthropic — Claude Cowork · OpenAI — Introducing ChatGPT agent · Google — The Gemini app becomes more agentic
Facts checked July 2026.
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