Think about the last headline you read that mentioned AI. What capabilities came to mind when you saw those words?
Two people can see the same article about AI and still come away with different expectations. That’s because “AI” has become a blanket term describing many different technologies. Since all AI is not designed to solve the same problems, context matters.
Expectations for AI use in procurement and product development are high and growing fast. In The Hackett Group’s April 2026 Procurement Roundtable research, AI-enabled technology was identified as the #1 factor expected to have the greatest transformational impact on procurement operations over the next five years, cited by 80% of respondents. When most people see stats like that, they are likely envisioning agentic AI capable of reasoning, planning, learning, and autonomously taking action across complex design-to-cost programs.
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