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AI Literacy for Operators · live · 5 weeks

You use AI every day. When did you last check whether you're doing it well?

Two in three employees use AI outputs without evaluating them at all. Not lazy people. People exactly like you, moving fast, trusting the machine because checking feels slow. This cohort is five live weeks of building the judgment that closes that gap: what to hand to AI, how to brief it, how to judge what comes back, and who owns the outcome. You bring your real work. €120, ten seats, homework every week. That last part is not a typo.

Live with Ranya, on your own tasks. No code, no jargon required. Real homework, though.

€120
per person, paid when you book
10
seats, then the room closes
5 × 50
weekly live sessions, in minutes
Next cohort starts 1 October.
The gap nobody audits

Everyone uses AI. Almost nobody checks it.

KPMG and the University of Melbourne asked roughly 48,000 people across 47 countries how they actually work with AI (Trust, Attitudes and Use of Artificial Intelligence, 2025). Three of their findings should bother you:

56%

of employees have made a mistake in their work because of AI

57%

admit they hide their AI use and present the work as their own

2 in 3

use AI outputs without evaluating them at all

Some of you are hiding your AI use right now... actually, statistically, more than half of you. That's not a character flaw. It's what happens when a company hands people a tool and never teaches them judgment. This cohort teaches the judgment.

Not tool skill. Judgment.

Literacy in a language isn't vocabulary. It's knowing when a sentence is wrong.

Knowing which buttons to click in ChatGPT is not AI literacy. Tools change every quarter. Judgment compounds. AI literacy is four competencies that run as one connected system. Pull on any one of the four and the other three move too.

01
Delegation

Deciding what work is yours, what's AI's, and how you split it.

02
Description

Communicating goals, process, and behavior so AI actually delivers.

03
Discernment

Judging whether the output, the process, and the collaboration itself are any good.

04
Diligence

Owning the outcome: what you check, who you tell, what you vouch for.

The 4Ds come from Dakan, Feller & Anthropic's AI Fluency framework (CC BY-NC-SA). Their framework, credited fully. The mapping onto operator work, your CRM, your reports, your customer emails, is ours.

How the five weeks run

50 minutes a week, live. The material is your work, not our slides.

Every session runs the same shape: a short recap, two tight theory blocks, then 15 minutes of hands-on work in pairs or small groups, on a real task from your own week. A status update you actually owe someone. A customer email you actually have to send. Nothing hypothetical, nothing you sit through passively.

5 min welcome & recap10 min theory10 min theory15 min interactive work10 min wrap-up
5
live sessions, weekly
50 min
per session, same shape every week
10
seats. Above that, people stop speaking and it becomes a webinar
1:1
access to Ranya across all five weeks
Five weeks, one connected system

What we work through

Take a seat · €120
01
The Map

What AI literacy actually means. The 4Ds as one system, and the three modes of working with AI: Automation, Augmentation, Agency. You'll find out which mode you're stuck in. Most people don't like the answer.

02
The Strategic Loop

Delegation and Diligence. What should AI touch? What should it never touch? You leave having made at least one strategic AI decision on purpose instead of on instinct.

03
The Execution Loop

Description and Discernment. The craft of the moment to moment: briefing AI on product, process, and performance, then judging what comes back with the same three lenses.

04
Your Personal AI Operating System

Everything made explicit: what you delegate, what stays human, how you handle transparency, how you verify before anything goes out under your name.

05
Pressure-Test & Close

The group stress-tests your policy with hard questions. You leave with one real edit, a 90-day plan, and a habit for keeping this alive after the room closes.

No certificate theatre. Completion means doing the work and being in the room, and we document both.

Three artifacts, not a binder of notes

Things you'll actually use again

Week 2
A delegation brief

A job description for your AI, written against one real workflow from your own stack.

Week 3
A collaboration environment

Not a prompt. A working setup with your product, process, and performance standards, tested across three real iterations.

Week 5
A personal AI policy

Your non-negotiables, made explicit: what you delegate, what stays human, how you verify. Pressure-tested by the group.

One more practical thing: the EU AI Act's Article 4 has expected organisations to support staff AI literacy since February 2025, and documented training is how most will show it. This cohort is structured, documented training with attendance and completion records. If your company needs to point at something, point at this. The invoice makes the internal conversation short.

Who this is for

Ten operators who already use AI, and want to do it on purpose.

  • You run three or more tools and switch between them constantly: RevOps, customer success, marketing ops, DTC operations, or you lead a team that does.
  • You already use AI every day, drafting, summarizing, analyzing, and you've never formally checked whether you're doing it well.
  • You have real work to bring into the room. Every session runs on your actual tasks, not case studies.
  • You want prompt templates and a recording to watch later. This is live, participatory work. There's no version of it you can consume on 2x speed.
€120, and it's not really about the money

If this were free, you wouldn't do the homework. Neither would I.

We've all signed up for free courses. We've all quietly not attended them. Free means optional, and optional means the first busy Tuesday wins.

So this cohort asks for two things. €120, enough that your calendar treats it as real. And a working contract: homework every week, participation in every interactive block, and one absence maximum across the five weeks.

The contract, plainly
  • €120 per person, paid when you book. That's the whole price.
  • Homework every week. You build it from your own real work, so most of it is your actual job, done with more intention.
  • Participation in the interactive block, every session. It's the point, not bonus content.
  • One absence allowed across the cohort. More than that and you're missing pieces the rest depends on.
  • Not graded pass or fail. Based on completion and attendance, both documented.

Show up. Do the work. That's the deal, and the price is mostly there to make sure you keep it.

Take a seat · €120
Before you book

The questions you're actually asking.

Anthropic's AI Fluency course covers this framework for free. Why would I pay €120?

Take their course, seriously. It's about three hours, self-paced, and it's where the 4Ds come from. We credit it on this very page. What it can't give you: a live room of ten operators, five weeks of homework someone actually reads, your own workflows as the course material, and 1:1 time when your specific case doesn't fit the general answer.

Why is it so cheap? What's the catch?

No catch. The expensive things we sell are built workflows, and this page isn't selling you one. We priced the cohort to filter for commitment, not to fund the company. €120 is roughly what a team dinner costs, and this one changes how you work.

How much time does it really take?

50 minutes live each week, plus homework. The homework is your actual work: a real email, a real report, a real workflow from your own stack, done with more intention than usual. Plan for about an hour on top of the session.

I don't write code. Am I going to drown?

No. Nothing here requires code or jargon. The framework works whether you're in ChatGPT, Claude, Copilot, or whatever your company rolls out next quarter.

What if I miss a session?

One absence is fine, life exists. More than one and the system breaks, because each session builds on the artifact you made the week before.

Can I send my whole team?

Seats are individual, and the room works because everyone in it speaks. If you want AI literacy across a team, that's a different conversation.

Is this a funnel for your consulting?

The cohort is the product. You'll leave with three finished artifacts and no pitch.

Five weeks. €120. Your own work, done with judgment.

Ten seats, and the homework starts week one. If you've read this far and you're still deciding, that's fine... but tell me what's stopping you. Reply to any email from us, or say it on the discovery call. I answer both.

10 seats · €120 · starts October 1st50 minutes a weekHomework every week1:1 access to Ranya
Take a seat

Next cohort starts 1 October. Payment link follows by email, no card needed on this page.

10 of 10 seats left. We close the room when it fills.