Even if your company adopts product design and algorithmic model best practices for responsible AI, it is no substitute for engaging an independent team of experts current on AI auditing, governance, risk management, control, and local/state/national regulation.

Many of these companies provide data science risk management education, algorithmic analysis, auditing and consulting services to identify, minimize and mitigate AI bias.

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