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AI Mitigation Overview

Including in each mitigation taxonomy record, users can find a brief description along with remediation suggestions.

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Users can also review suggested evidence along with reference resources.

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Users can also find related risks captured on the mitigation record.

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Mitigations are even more powerful when considered alongside Trustible’s Benefits Taxonomy, which helps organizations evaluate the positive impact of a use case in parallel with its risks. This pairing encourages more balanced, informed assessments—ensuring teams are not only identifying and reducing risk but also weighing how mitigation strategies influence overall value.

By capturing both benefits and mitigations, organizations can make strategic, well-governed decisions about which AI systems to prioritize, how to design them responsibly, and when additional controls are necessary. Together, these capabilities strengthen governance maturity, create repeatable processes, and support transparent, defensible AI lifecycle management.