This comprehensive guide from Amazon Web Services (AWS) offers leaders and practitioners considerations for designing, developing, and operating artificial intelligence (AI) systems responsibly.

Learn about eight dimensions of responsible AI (e.g., fairness, transparency, safety, and controllability) and how to transform these principles into practical mechanisms.

Key points covered:

• Organizational preparedness: Understand a four-phase development approach from building awareness to scaling capabilities, with clear guidance for creating multidisciplinary teams and governance structures.

• Recommended framework: Implement systematic risk assessments, use case definitions, and compliance mechanisms across the end-to-end AI lifecycle.

• Accelerate innovation: Build organizational capabilities that integrate responsible AI into strategy, operations, and culture.

Download the guide to learn how organizations can build AI systems that are designed responsibly from day one.