If you're a fundraiser or prospect researcher, here's the reality: AI will shift how you work, but it won't replace the need for your judgment, relationships, or institutional knowledge.

What the research shows (and doesn’t show)

• Partial impact, not full replacement: A joint study from OpenAI and the University of Pennsylvania found that about 80% of workers could see at least 10% of their tasks affected by generative AI like GPT, while only 19% might have 50% or more of their tasks impacted. Importantly, “affected tasks” means speeding up work, not removing roles entirely.
• AI Implementation won’t be instant or universal: A 2025 MIT study found that 95% of AI pilot projects failed to deliver measurable ROI for organizations. It wasn't that the AI wasn't working, but that it didn't align with how organizations actually do their work.
• Routine tasks get faster, not eliminated: The National Bureau of Economic Research found that AI has been shown to cut writing time by ~40% and improve quality by ~18% in controlled settings. For prospect researchers, that means faster profiles and briefing notes; for fundraisers, cleaner drafts of follow-ups.

What this means task-by-task

How to stay ahead

• Deploy AI for grunt work: parsing documents, typing routine reports, first drafts.
• Spend your time where artificial intelligence can't: relationship strategy and good judgment are indispensable
• Guard stewardship as human-first: donors will notice when it lacks authenticity.
• Help your team level up: the least experienced members of a team typically gain the most productivity from AI, so train with intention.

The bottom line

AI isn’t about replacing you. It’s about taking the busywork off your plate so you can focus on judgment, strategy, relationships, and the long game. The fundraisers and researchers who win in 2030 will be those who let AI take the grunt work, and keep the heart of the job human.