Microsoft Responsible AI Impact Assessment Template
This document provides the Microsoft Responsible AI Impact Assessment Template for external release, detailing a structured process for assessing AI systems across their lifecycles. It guides development teams through system description, intended uses, adverse impact analysis, data requirements, and summaries of impact linked to Microsoft's Responsible AI Standard. The template is designed to help teams identify stakeholders, potential benefits, harms, fairness considerations, and necessary mitigations.
Summary and content fields are drawn from the document text and are pending editorial review.
Who issued it
Who it governs
AI developers, product managers, and technical teams building AI systems who need to assess risks and ensure alignment with responsible AI practices.
What the document contains
The document covers the procedural steps for conducting an AI impact assessment, including system profiling, documenting intended uses, evaluating fairness and technology readiness, assessing adverse impacts and sensitive use triggers, and tracking data requirements and mitigations.
The text lacks external legal enforcement mechanisms, independent regulatory oversight details, and specific technical algorithms or code-level implementation guidance.
- The Impact Assessment Template provides a structured process for evaluating the societal and human impact of AI systems throughout their lifecycle.
- Teams must identify specific intended uses, system stakeholders, and potential benefits or harms associated with their AI applications.
- The framework integrates accountability, transparency, fairness, reliability, safety, privacy, security, and inclusiveness goals from Microsoft's Responsible AI Standard.
- Data requirements and existing datasets must be defined and evaluated in relation to system intended uses and deployment geographic areas.
- Reviews and sign-offs by designated roles are required before advancing through development stages and must be updated at least annually.
· Section 1: System Information · Section 2: Intended uses · Section 3: Adverse impact · Section 4: Data Requirements · Section 5: Summary of Impact
How it scores
Each score is backed by a quote verified against the document text. Editorial review has not yet confirmed them.
Accountability
4/5Clear responsibility for AI outcomes
Identify the individuals who will review your Impact Assessment when it is completed.
Section 1: System Information
screening score · 2026-10-23
Fairness
4/5Non-discrimination and equitable treatment
For each Fairness Goal that applies to the system, 1) identify the relevant stakeholder(s) (e.g., system user, person impacted by the system); 2) identify any demographic groups, including marginalized groups, that may require fairness considerations
Section 2: Fairness considerations
screening score · 2026-10-23
Human Dignity
2/5Respect for the inherent worth of persons
Threat to human rights The use or misuse of the AI system could restrict, infringe upon, or undermine the ability to realize an individual’s human rights.
Section 3: Sensitive Uses
screening score · 2026-10-23
Human Oversight
4/5Humans remain in control of consequential decisions
Goal A5: Human oversight and control This Goal applies to all AI systems. Complete the table below. Who is responsible for troubleshooting, managing, operating, overseeing, and controlling the system during and after deployment?
Section 2: Goal-driven requirements from the Responsible AI Standard
screening score · 2026-10-23
Privacy
2/5Protection of personal data and private life
PS1: Privacy Standard compliance Applies when the Microsoft Privacy Standard applies.
Section 5: Privacy & Security Goals
screening score · 2026-10-23
Transparency
4/5Openness about how AI systems work and are used
Goal T1: System intelligibility for decision making This Goal applies to AI systems when the intended use of the generated outputs is to inform decision making by or about people.
Section 2: Goal-driven requirements from the Responsible AI Standard
screening score · 2026-10-23
Enforcement
1/5Consequences and compliance mechanisms with real force
Before you continue with next steps, complete the appropriate reviews and sign off on the Impact Assessment.
Section 5: Signing off on the Impact Assessment
screening score · 2026-10-23
Impact Assessment
5/5Required assessment of an AI system's risks/impacts before or during use
The Responsible AI Impact Assessment Template is the product of a multi-year effort at Microsoft to define a process for assessing the impact an AI system may have on people, organizations, and society.
Introduction
screening score · 2026-10-23