2026, the year of AI agents: what really changes for Italian professionals

For years we chatted with artificial intelligence: one question, one answer. In 2026 the picture is changing. The phrase of the year is "AI agents" (or agentic AI): no longer assistants that merely reply, but systems capable of carrying out a task from start to finish — planning, acting, seeing it through. What does that mean, in concrete terms, for a lawyer, a surveyor, an accountant or a small business in Italy? And above all: what is worth doing today, without chasing the latest trend?

The numbers: a market on the move (especially in Italy)

This is not conference-hall enthusiasm. According to the Politecnico di Milano AI Observatory, the Italian AI market reached 1.8 billion euros in 2025, having grown from 760 million (2023) to 1.2 billion (2024): a rise of +58% in a single year. It is the fastest-growing digital technology in the country, driven by generative AI and the first autonomous agents.

The signal is the same internationally: forecasts indicate that by 2026 a significant share of business applications will integrate AI agents, and most companies say they already have them in testing. Global AI spending continues to grow by double digits every year.

From "assistant" to "agent": what really changes

The difference is easy to grasp with an example. An assistant drafts an email for you if you ask. An agent, in theory, reads the client's request, prepares the reply, checks the calendar, proposes an appointment and updates the management system — autonomously.

Be aware, though, of an honest fact that headlines often leave out: we are at the beginning. Internationally, most organisations are still in the testing or pilot stage; only a minority have agents truly in production. 2026 is the year agents move "from experiment to infrastructure", but the shift is gradual — and for anyone working alone or in a small practice it has only just begun. Better to know it: avoid spending time and money on promises that are still immature.

What it means for an Italian professional

Translated into everyday work, the trend brings three concrete consequences:

The advantage is no longer "having" AI, but knowing how to use it. In 2026 what counts is the measurable result: hours saved, cases handled faster, fewer errors. Those who use AI at random get little; those who give it precise instructions get a lot.
Professions do not disappear, they are "augmented". Repetitive tasks (drafts, summaries, first versions) pass to the machine; the person focuses on strategy, judgement and the relationship with the client.
A new basic skill is emerging. Knowing how to frame a request well — and knowing how to spot when the AI is wrong — is becoming a professional soft skill, just as using the spreadsheet once was.

The point almost no one makes: every agent starts from a good prompt

Behind the excitement over agents lies a very practical truth: a reliable agent is, first of all, a well-written instruction. If the guidance is vague, automation multiplies errors instead of eliminating them. And this is where the most delicate issue of all comes in: AI sometimes makes things up — it cites non-existent rules, gets numbers wrong, answers with confidence even when it does not know.

For a professional this is no minor detail: an opinion based on a made-up article of law is a liability, not a saving. That is why a good professional prompt does not only serve to obtain an answer, but to force the AI to cite the source, the link and the update date, and to admit when it is not sure. Human verification remains the last word — always.

The rules keep pace with the technology

It is not only common sense: it is also law. The EU AI Act and Italian legislation (Italian Law no. 132/2025) introduce precise obligations for professionals when they use AI with clients: informing them clearly how and for what it is used, ensuring that human judgement always prevails, maintaining traceability of sources and decisions. Transparency and human oversight are not a brake: they are what makes AI a tool the client can trust.

How to start today, without getting hurt

You do not need to chase the latest autonomous agent to bring home results right away. The most solid path, for a professional or a small business, is gradual:

Start with the right tasks: the repetitive, low-risk ones (email drafts, document summaries, first versions).
Use well-built prompts, with your sector's terminology and the anti-fabrication rule (source + date + "tell me if you are not sure").
Always verify before using any content with a client or an authority.
Learn the basics once and for all: understanding how AI "reasons" saves more than a hundred prompts copied at random.

This is exactly the philosophy behind Tomstore: collections of ready-to-use prompts for lawyers, surveyors, accountants and businesses — with the correct terminology and the anti-hallucination rule already built in — a professional prompt generator to build the tailored instruction in seconds, and a "Using AI" course for those who want to start from the basics. Concrete tools, not promises.

Explore the prompt collections ➤

In short

2026 is the year AI stops being a curiosity and becomes work infrastructure. Autonomous agents are the direction, but the real lever, today, is simpler and closer to hand: knowing how to give AI clear instructions and verify the result. Those who learn to do it now are not chasing the future: they are building it.