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Hidden Tokens / Shadow AI diagnostic

Shadow AI diagnostic: 12 questions, your score and three priorities

"Shadow AI" is the AI your teams use without a framework: personal accounts, client files pasted into a conversation, no trace. Twelve questions, ten minutes, to measure your exposure and see where to start. To be filled in by management, the DPO, the IT department or the partner in charge.

Your answers never leave this browser. No personal data is requested and nothing is sent: no form, no server, no analytics on your answers. They are kept on this device only, so you find them if you reload the page; "Start again" deletes them. If you choose to send us your score, the message carries only the score and the level.

Use and data 4 questions

1Do your teams use generative AI (ChatGPT, Claude, Copilot, Gemini, Le Chat…) for work?
2With which accounts?
3Are client, patient or employee files given to the AI?
4Do these files contain identifiers (ID documents, IBANs, social security or National Insurance numbers, case numbers)?

Rules and profession 3 questions

5Is your work subject to a duty of professional confidentiality (lawyer, notary, accountant, healthcare, banking, insurance)?
6Do you have a written rule on AI use?
7Have your teams been trained in AI use and its risks?

Control and proof 4 questions

8Do you know what the AI received from your teams last month?
9What happens when an employee pastes a client file into ChatGPT?
10Has your DPO or IT department assessed the AI tools in use?
11Have your clients ever asked what happens to their file when AI is involved?

Phones 1 question

12Is AI used on phones, outside work computers?

hiddentokens.com/shadow-ai-diagnostic · Shadow AI diagnostic · · info@hiddentokens.com

Your result

Score so farYour score 0 / 36

12 questions left

Score by area

  • Use and data0 / 12
  • Rules and profession0 / 9
  • Control and proof0 / 12
  • Phones0 / 3

Hidden Tokens · hiddentokens.com · info@hiddentokens.com. This diagnostic is neither an audit nor legal advice.

How the score works

Each answer is worth 0 to 3 points; the total is out of 36. The four areas are scored separately, and your three priorities come from the areas with the highest share of their maximum.

ScoreLevelWhat it means
0 to 9Under controlAI has a framework. What remains is to prove it.
10 to 20Needs a frameworkAI is being used faster than the rules are written.
21 to 36ExposedClient data is probably going to the AI in plain text, with no trace.
Score 0 / 36 12 questions left See result