Responsible AI Toolkit

Executive Summary
Background & Guide

Overview of RAI Activities Throughout the Product Life Cycle

SHIELD

Intake
Ideation
Assessment
Development/Acquisition
TEVV
Integration & Deployment
Use

SHIELD Navigation

Intake
Ideation
Assessment
Development/Acquisition
1. 4.1 Improve & Innovate: Instrument AI to promote Assurance
2. 4.2 Update Documentation
TEVV
Integration & Deployment
Use

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GATE

NoYes

Project Role

AI Ethics & Risk Specialist
AI/ML Specialist
AI Test & Evaluation Specialist
Data Analyst
Data Architect
Data Officer
Data Operations Specialist
Data Scientist
Data Steward
Functional Requirements Owner
IT/Cyber Expert
Mission Commanders
Program Manager
Relevant Legal, Ethical, or Policy Expert
Senior Leader / AI Innovation Leader
System Architect
Users/Stakeholders
UX/Design/HMT / AI Adoption Specialist

Principle

Responsible
Equitable
Traceable
Reliable
Governable

Discipline

Legal
Policy
TEVV
MLOps
Core RAI
Not Core RAI
Acquisitions
Program Management
IT/Cybersecurity
UX/Design/HMT

Executive Summary

Background & Guide

SHIELD Assessment

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