AI System Impact Assessment Template is a practical Word template designed to help organizations identify, assess, document, and manage the potential impacts of an AI system on individuals, groups, rights, safety, privacy, fairness, accessibility, operations, customers, users, employees, and other relevant stakeholders.
The template supports responsible AI governance by helping organizations understand the expected and reasonably foreseeable impacts of an AI system before deployment and throughout its lifecycle. It is suitable for AI systems that may affect access to services, employment, education, healthcare, finance, public services, legal interests, customer treatment, operational decisions, or stakeholder trust.
The document includes structured sections for document control, AI system identification, intended purpose and context of use, assessment triggers, assessment inputs, stakeholder and affected group mapping, impact areas, severity and likelihood scoring, safeguard assessment, residual impact, approval decision, monitoring requirements, and follow-up actions. It also clarifies that the assessment should be coordinated with other assessments where applicable, such as data protection impact assessments, fundamental rights impact assessments, security assessments, conformity assessments, or sector-specific reviews.
This listing also includes an accompanying Excel workbook as a secondary document. The workbook is designed to help teams record and manage detailed assessment entries, including assessment summary, stakeholder mapping, impact entries, safeguard actions, monitoring requirements, evidence log, reference data, and change log. The Word template provides the governance narrative and approval structure, while the Excel workbook provides a practical working tool for tracking impacts, actions, owners, evidence, and monitoring obligations.
This template is useful for legal, compliance, privacy, risk, product, AI governance, public sector, procurement, and internal audit teams. It can support internal reviews, AI governance committees, project approvals, risk-based deployment decisions, and ongoing monitoring.
This template and workbook may be adapted by the purchaser for internal business use or for a specific advisory engagement. They should not be resold, redistributed, sublicensed, published, or included in another template library or standalone commercial product. They are provided for governance and compliance support and do not replace legal or technical advice for a specific AI system.
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Source: Best Practices in Artificial Intelligence Word: AI System Impact Assessment Template Word (DOCX) Document, Zavisic Consulting
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