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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

Gambling on Growth: Innovation Management Lessons From Vegas Card Counters

September 02, 2026
Quick summary: What is growth innovation risk management? Growth innovation treats enterprise innovation like professional card counting: risk is the cost of gathering information, not a bet on a single outcome. Rather than judging each project pass/fail, growth innovation cultures measure... 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

How Enterprises Course-Correct Dud Launches With Growth Innovation

August 10, 2026
When life gives you lemons, make lemonade. Eyerolling cliché aside, the sentiment slaps. Every pro athlete studies game film to understand past failures and up their game. Annual performance reviews take into account went wrong at work in order to create better outcomes for the year to come. 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

How to Master the Micro-Audit for High-Growth Innovation

July 29, 2026
The Spanish Armada was one of the most vast and powerful naval fleets in history. Though feared across the seas, it met its eventual demise to the British because it hadn’t accounted for its own shortcomings. While the Armada specialized at ramming and boarding ships, the English navy employed a... Read More

Omnidirectional Access: The Prerequisite to Collaborative Innovation

July 22, 2026
Don’t you love watching the relay race in track & field? After a leg or two, victory may seem inevitable for one team. But in a flash, the trajectory of the race may turn as one runner dramatically gains on another. Once the baton is handed to the anchor, fortunes could completely flip. High drama!... 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

Evolve Is Now FedRAMP Certified. What It Means and Why It Matters.

July 09, 2026
Offices that manage invention disclosures, licensing agreements, or IP portfolios on behalf of a federal agency or government-affiliated institution cannot take security lightly. Their tools must be evaluated, documented, and validated by a sponsoring agency. Evolve has met these stringent security... Read More

Moving Beyond “Why”: How Strategy Transforms Innovation Culture

July 01, 2026
Why does a round pizza come in a square box? Why do we park in a driveway but drive on a parkway? Why do we call it a pair of pants when it’s clearly one item? If we ask ourselves questions like these too much, perhaps it means we’ve lost the plot. The same happens in innovation. Read More
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