02 · Critical AI Literacy Training

Your company told everyone to use AI. Did anyone teach them how?

Most companies now tell their people to 'use Claude, use ChatGPT', but almost no one explains how these platforms actually work. Critical AI literacy turns a mandate into people who can actually engage with these tools, maximize the upside and see the downside coming.

01 · Three levels

C-levels, management, teams, each get their own workshop.

Every level of the org has a different relationship with AI. The workshops are designed for that, not against it.

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C-levels & Founders

Read the narrative before signing the check

Silicon Valley is very good at selling. Without critical AI literacy, C-levels and founders end up buying smokescreens: expensive tools, hype-driven bets and vendors with no future. This workshop gives leadership the frames to see through the pitch.

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Management

AI governance for people who actually decide

Managers sit between the strategy and the execution, and they carry the risk. We cover responsible AI in practice, how to write and enforce usage policies, vendor evaluation, and how to build a lightweight AI risk review the team will actually follow.

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Teams

Team-specific critical AI literacy

Every team meets AI differently. I run tailored sessions per function so each team leaves with the right lens for their reality, not a one-size-fits-all deck.

02 · Team-specific workshops

Every team has its own responsible AI reality.

Development teams

How to build AI that works for everyone, not just a slice of users. Bias, evaluation, safety by design and how to ship models you can defend.

HR & people teams

AI in hiring, performance and monitoring: what's legal, what's ethical, what's coming with the EU AI Act, and how to protect workers.

Marketing & content

Generative tools done responsibly: disclosure, IP, brand risk, deepfakes, and how to keep human creativity at the center.

Product & policy

How to spot AI harm early, review vendors, and turn ethical principles into concrete product decisions.

03 · Core curriculum

The core curriculum underneath it all.

Best for: leadership teams, C-levels and founders, product and dev orgs, HR and people teams, marketing and comms, boards adopting AI.

  • 01The technology itself: how it's built, who builds it, what it actually does
  • 02Non-neutrality of AI and where bias enters
  • 03The tools on the market today, how to use them safely
  • 04Risks: privacy, surveillance, IP, worker rights, cognitive erosion
  • 05How to mitigate those risks in day-to-day work
  • 06How to build AI technologies that are safe and inclusive
09·Get in touch

Let's build something meaningful.

Tell me about your event, team or project. I usually reply within 2 business days.

hello@catharinadoria.com

Work with me