What Trump’s redirection of federal research funding toward AI means for those will benefit from it

In early 2025, when Trump began defunding critical research programs in the U.S., I told a few senior executives at one of my clients to watch this space, that federal research funding would begin shifting toward AI. At the time, these executives told me that this wouldn’t be possible because federal budgets are subject to significant oversight and approval.

And yet, here we are.

Over the course of 2025, the administration froze or terminated roughly $3 billion in remaining NIH and NSF research funding. NIH employees also reported that approximately 2,100 terminated grants had a total award value of $9.5 billion, alongside another $2.6 billion in affected research contracts, although some of those decisions were later reversed.

The point of sharing my strategic foresight at that time wasn’t to predict the future perfectly. It was to open the conversation around identifying a plausible shift early enough to build relationships, test assumptions, and preserve optionality. The vendors that fully appreciated this possibility a year ago are likely in a far stronger position today than those that hesitated.

Now, a year later, we see that the administration has launched the Genesis Mission, a national effort to use AI to accelerate scientific research and discovery. The initiative brings together federal scientific datasets, national laboratories, computing infrastructure, and private-sector AI capabilities, and the administration has announced more than $5 billion in federal commitments to expand it.

My next prediction is that the administration’s expectations for what this funding will deliver will be extraordinarily high, and scrutiny of the AI companies receiving it will rise quickly. Founders and senior leaders should prepare for political pressure and little tolerance for underperformance.

The first priority? Setting realistic expectations with policymakers about what the technology and supporting infrastructure can deliver, on what timeline, and under what constraints.

Underpromise, overdeliver will be the name of the game.