AI Risk Response Board for Beginners: Leaks, Misinformation, Rights, and Overreliance

Business & Strategy

AI Risk Response Board for Beginners: Leaks, Misinformation, Rights, and Overreliance

New employees unsure how risky generative AI is at work use this beginner AI risk board to plan responses in advance. The whiteboard holds a four-quadrant matrix sorting risk by likelihood and impact, four frames explaining data leaks, misinformation, rights infringement, and overreliance, a frame for the owner and review date, a response table with prevention, steps, and contacts per risk, and five first-response steps for when something goes wrong. The task board runs five columns from listing risks to running it as a team, starting with 4 parent tasks - learn AI usage, sort risks, set response steps, run it as a team - and 12 subtasks (16 total) in the first column, list the risks. Even without knowing how to write AI rules, ranking risks on the matrix then filling in the response table lets you hand this out as a simple in-house guide. It stays at the level of everyday precautions, not legal wording.

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AI risk generative AI data leak prevention workplace AI rules risk management
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1. Sorting Risks (where to start) Plan the steps Top priority Watch and wait A simple rule is enough 2. Data Leaks (what must not go in) 3. Misinformation (plausible mistakes) 4. Rights Infringement (too close to ... 5. Overreliance (stopping thinking) 6. Owner and Review Date (leave no bl... 7. Response Table by Risk (prevention... 8. 5 First-Response Steps (follow thi... AI Risk Response ... How to use: (1) P... Decided policy an... Decisions and con... Risks and problems Insights and reviews 縦軸: Impact (top =... Rare but high impact. e.g. rights infringement. Decide the response steps before the prevention rule. Common and high impact. e.g. data leaks. Decide today what may be entered and share it with everyone. Rare now and low impact. e.g. overreliance (letting AI think for you). Just share examples once a month. Common but easy to fix once noticed. e.g. misinformation. A one-line rule - check with a primary source before sending externally - is enough. e.g. pasted confidential material and had it summarized as is e.g. had customer names or addresses translated Assume anything entered stays outside the company If you use it, mask company and personal names first e.g. AI invented a statistic or book title that does not exist e.g. an old price was put straight into a proposal Check numbers, names, and quotes against a primary source (the original, such as an official site) Always run one check before sending anything external e.g. a generated image closely resembled an existing work e.g. text with a known source was published as is Search for similar work before publishing to check If unsure, stop and ask before publishing e.g. submitted an AI answer as is and could not explain it e.g. a new hire stopped learning how to look things up Treat AI output as a draft; people own the final call and the explanation Decide in advance not to submit anything you cannot explain Overall ownere.g. the team lead owns AI usage questions(Owner: ____ / Decided on: __/__) Decision rule when unsuree.g. if unsure whether to send it, do not send it and ask the owner.Ask the same day, get an answer by the next business day. Review timinge.g. review every 3 months (next: __/__).If you add more AI tools, move the review earlier. Prevention (to av... What to do (who, ... Contact Data leak e.g. do not enter confidential or personal data.Mask company and personal names when you do use it. e.g. log what was entered → report to your manager the same day → request the history be deleted. Manager: ____IT: ____ Misinformation e.g. check numbers, names, and quotes against a primary source before sending externally. e.g. send the recipient a correction the same day you notice → record where the check was skipped. Checker: ____Recipient contact: ____ Rights infringement e.g. do not publish output as is; search for similar work before using it. e.g. stop publishing when flagged → summarize what happened and ask your manager by the next business day. Manager: ____Consult contact: ____ Overreliance e.g. treat AI answers as a draft; check you can explain it in your own words before submitting. e.g. once a case of submitting without being able to explain it comes up, share it with the team contact that week and add a check step to the guide. Team contact: ____ 1 StopStop using it firste.g. stop sending the wrong file or publishing the output, so it does not spread further. 2 RecordWrite down what happenedRecord when, who, which AI, and what was entered (or produced). 3 ReportTell the decided contactReport to the contact in the response table (board 7) the same day. Do not wait it out on your own judgment. 4 Check reachHow far it wentCheck who received it or where it was published, and decide the scope of correction or deletion. 5 Prevent repeatAdd one lineAdd one prevention step or check field so it cannot happen the same way again, and update the board.
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Task board contents

List the risks 16 items

Learn AI usage
Sort the risks
Set response steps
Run it as a team
List AI tools used
Write down AI uses
Check data entered
Read the 4 risks
Place on matrix
Pick top priority
Write prevention
Write the steps
Fill in contacts
Name the owner
Share with team
Set review date

Drafting response 0 items

Writing the steps 0 items

Sharing with team 0 items

In use 0 items

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