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Wellspring Blog

The Second Generation of AI for Tech Transfer

September 03, 2026
Quick summary More than half of technology transfer offices adopted at least one new AI platform in the past year, yet most haven’t seen the payoff they expected. The gap isn’t effort; it’s architecture. First-generation AI tools are bolt-on point solutions that produce, at best, localized wins.... Read More

Aligning on Growth in the Age of AI

August 19, 2026
Quick summary AI’s ability to analyze and interpret innovation management data at scale enables new possibilities for enterprises to achieve internal strategic alignment. But when AI makes its way into your innovation processes, it will either magnify your organizational discipline or amplify the... Read More

14 Predictions: How AI Will Change Innovation Management Systems

August 05, 2026
Quick summary AI is evolving at an astonishing pace, and we’ve only begun to discover the ways it will impact innovation management. It’s clear AI will augment, if not completely overhaul, the enterprise innovation space, but it will also introduce new challenges. To prepare for this... Read More

Growth Innovation in the Age of AI

July 15, 2026
Quick summary As AI matures in the innovation management space, enterprises that leverage their entire body of historical and real-time data will gain a competitive advantage. But AI won’t replace a guiding innovation strategy. The organizations that win will use AI to augment their growth and... Read More
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