tech
December 8, 2025
Harnessing human-AI collaboration for an AI roadmap that moves beyond pilots
In this exclusive webcast, Concentrix’s Ryan Peterson, Everest Group’s Shirley Hung, and Valmont’s Heidi Hough discuss turning AI ambitions into operational advantages.

TL;DR
- Three-quarters of enterprises are still in AI experimentation mode, despite pressure to achieve operational gains.
- Common challenges include rigid workflows, fragmented technology systems, and a lack of unified data fabric.
- Unlocking AI value requires rethinking organizational structures, decision-making, and human contributions.
- Operationalizing human-AI collaboration involves augmenting human judgment and accelerating execution.
- Key steps include mapping value, designing blended workflows, and building trustworthy data and governance foundations.
- Early adopters focus on low-risk use cases, data enclaves, embedded governance, and empowering business leaders.
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