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AI risk assessment template

Score the risks of a new AI tool or use case in under 40 minutes.

Last reviewed October 17, 2026 · by the KurateAI team

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Use this AI risk assessment template before you approve a new AI tool or a new use of an existing one. It takes 20 to 40 minutes, works for any AI tool and lines up with NIST AI RMF and ISO/IEC 42001. Copy it, or download it as a Word document.

Part 1: The use case

Tool name and plan[e.g. Claude Team]
Requested by[name, team]
What it will be used for[one sentence: task and outcome]
Who will use it[roles, number of users]
Data that will go in[public / internal / confidential / personal / special category]
Who could be affected by the output[clients, employees, applicants, the public]
Does the output feed a decision about a person?[yes / no, which decision]

Part 2: Risk scoring

Score each risk for likelihood (1 rare to 5 almost certain) and impact (1 minor to 5 severe). Risk = likelihood × impact. 15 or more is high, 8 to 14 medium, 7 or less low.

RiskLikelihoodImpactScoreControl
Confidential or personal data used to train the vendor's modelBusiness plan with training off; DPA signed
Data breach at the vendorSOC 2 / ISO 27001; SSO; least data needed
Wrong or made-up output (hallucination) reaches a clientHuman review before sending
Bias or unfair outcome for a personNo automated decisions; bias spot checks
Copyright or IP problem in the outputCheck vendor IP terms; review before publishing
Prompt injection or misuse of an AI agentLimit agent permissions; approval before actions
Breach of law or client contractCheck contracts; client disclosure
Vendor changes terms or shuts downExport data regularly; alternative identified

Part 3: Vendor checks

  • ☐ SafeScore checked on KurateAI: [score, date]
  • ☐ Vendor questionnaire sent and answered (template)
  • ☐ Privacy policy and terms read for the plan we will use
  • ☐ DPA signed (if personal data)

Part 4: Decision

Overall risk[low / medium / high]
Decision[approve / approve with conditions / reject]
Conditions[e.g. no client names; review all outputs]
Approved by and date[name, date]
Review date[3 to 12 months]

Record the result in your AI risk register.

General information, not legal advice. Adapt it with your own adviser.

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