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AI training & enablement

AI training for employees, built on your real workflows

Short answer

Good AI training programs for employees combine a short AI literacy foundation for everyone with role-specific practice on the tasks each team actually does, using the tools the company has approved. A typical program is 2 to 4 hours of core training plus 2 to 6 hours of role sessions over a few weeks. In the EU, Article 4 of the AI Act has required providers and deployers of AI systems to take measures for staff AI literacy since 2 February 2025.

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Key takeaways

  • Everyone needs a baseline: what AI tools do well, where they fail, and what data must stay out.
  • Role-specific sessions on real tasks drive far more lasting use than generic prompt tutorials.
  • EU AI Act Article 4 has applied since 2 February 2025 and asks for AI literacy measures suited to staff roles and context.
  • Impact is measured through usage, time saved on named tasks and fewer policy incidents.

What AI training employees should get

AI literacy training for employees should cover four basics. What current AI tools are good at, such as drafting, summarising, extracting and searching. Where they fail, including made-up facts, outdated information and confident wrong answers. What data is allowed in which tool, based on your acceptable use policy. And how to check output before relying on it. This foundation takes two to four hours and works best live, with people trying the approved tools during the session.

The second layer is practical generative AI training for employees, organised by role. A finance analyst learns to reconcile and explain variances with AI help, a support lead learns to draft and classify replies, and a manager learns to prepare reviews and summaries. People also need to understand agents: when an agent drafts or prepares work in their own tools, and why a person still approves anything irreversible such as a payment, a customer email or a deletion.

Is AI literacy training required under the EU AI Act?

Yes, in a general sense. Article 4 of the EU AI Act, which has applied since 2 February 2025, requires providers and deployers of AI systems to take measures to ensure, to their best extent, a sufficient level of AI literacy among staff and others operating AI systems on their behalf. The law does not prescribe a specific course, number of hours or certificate. It asks for measures suited to people's technical knowledge, experience, education and the context in which the AI is used.

For AI literacy training in the EU, that points to a documented, role-aware program rather than a single video. Keep records of who was trained, on what, and when, and refresh the training as tools and uses change. Companies outside the EU with EU staff or customers often adopt the same approach. This is general information, not legal advice, and legal or compliance teams should confirm how the obligations apply to your organisation.

How long an AI upskilling program takes and how to measure it

A focused AI upskilling program for a team of 20 to 200 people usually runs four to eight weeks: a kickoff and literacy session, two or three role-based workshops, then office hours while people apply it. Larger AI training for corporate employees is rolled out in waves by department. Short and repeated beats one long day, because people forget what they do not use within a week or two.

Measure impact the same way you would any change program. Before training, time two or three named tasks per role and record current tool usage. After four to eight weeks, re-measure time on those tasks, active users of the approved tools, and the number of useful prompts or workflows each team has saved. Track policy incidents too, since good training should reduce risky data use. Typical programs show 30 to 60 percent of trained staff using AI weekly on real work, and higher where managers take part.

How it works

  1. 1

    Assess roles and tools

    We map each team's recurring tasks, current AI use and the tools you have approved, and agree what success looks like.

  2. 2

    Run the AI literacy foundation

    A live session covers what AI does well, where it fails, data rules and how to check output, with records kept for compliance.

  3. 3

    Deliver role-based workshops

    Each team practises on its own documents and workflows and leaves with a saved library of prompts and short procedures.

  4. 4

    Support and measure

    Office hours and team champions help people apply it, and we re-measure time on named tasks after four to eight weeks.

  5. 5

    Launch agents with approvals

    Where training leads to agent workflows, we pilot them with the team, and a person approves any send, payment, posting or deletion.

Before and after

TaskBy handWith agents
Staff using AI weekly on real work10 to 25 percent, self-taught30 to 60 percent after a structured program
Time on a routine drafting task30 to 60 minutes10 to 25 minutes with checked AI drafts
Risky data use in AI toolsUnclear rules, frequent guessworkClear data rules taught and applied
AI literacy recordsNoneAttendance and content logged per person

Typical ranges from comparable deployments. Your baseline is measured before anything is built.

Tools it works with

  • Microsoft 365 Copilot
  • ChatGPT Enterprise
  • Claude
  • Google Gemini
  • Notion
  • Slack
  • Zapier
  • n8n
  • Loom

Related guides

Questions people ask

01

What AI training should employees get?

Every employee should get a short AI literacy foundation covering what AI tools do well, their common failures, data rules and how to check output. On top of that, each team should get practical sessions on its own tasks using approved tools. Managers benefit from extra guidance on reviewing AI-assisted work.

02

Is AI literacy training required under the EU AI Act?

Article 4 of the EU AI Act, applicable since 2 February 2025, requires providers and deployers of AI systems to take measures to ensure a sufficient level of AI literacy among staff who operate or use those systems. It does not prescribe a specific course or number of hours. A documented, role-appropriate training program is the usual way to meet it, and legal teams should confirm the details for your case.

03

How long does AI training for employees take?

A core AI literacy session usually takes two to four hours, and role-based workshops add two to six hours per team. Spread over four to eight weeks with office hours, most teams build lasting habits. Single long sessions without follow-up tend to fade quickly.

04

How do you measure the impact of AI training?

Time two or three named tasks per role before training and again four to eight weeks after. Track weekly active users of approved tools, saved workflows per team and policy incidents. Combine the numbers with a short survey on confidence and usefulness.

05

Should AI training be role-specific?

Yes, beyond a shared foundation. People adopt AI when they see it help with their own tasks, so a finance team, a sales team and an HR team need different examples and different rules. Role-specific training also makes data risks concrete for each group.

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