American corporate accountability

Impact isn’t an outcome. It’s a design principle.

As AI adoption accelerates across industries, one uncomfortable truth remains: most companies aren’t seeing returns. According to recent coverage, nearly 95% of businesses experimenting with AI fail to generate revenue gains—despite massive investments and mounting pressure from boards and investors.

Bias in the Boardroom: How to Audit AI for Equity