Access to AI is expanding, but adoption alone does not establish better enterprise performance. For owners and CEOs, the investment decision starts with the workflows that materially affect earnings, cash, capacity, service or risk.
This Executive Insight connects workflow economics with process redesign, data readiness, accountability and appropriate controls. It examines how a small pilot portfolio can earn further capital through evidence, with an illustrative 90-day decision cycle that does not promise transformation completion.
Prepared with AI assistance. Editorial responsibility: VIET TA.