Stop Dabbling, Start Investing in AI
- Belinda Collins
- Mar 31
- 1 min read

Fundraising & Philanthropy magazine has asked me to share what I'm seeing at the coalface of generative AI deployment in the purpose-led sector — where the real opportunities are, what's holding organisations back, and what needs to change.
My first piece makes a direct case to boards and executive teams: stop experimenting at the margins and start making serious investment in AI capability.
The numbers are stark. 75% of NFP directors recognise AI's potential. Only 10% of organisations are acting on it. In a sector employing 1.54 million people and tackling homelessness, mental health, family violence and chronic disease, that gap has real human costs.
The organisations solving society's most intractable problems deserve access to the same transformative technology reshaping every other sector. The real opportunities lie in sophisticated AI agents that work like members of your team:
Grant writing and funder research — reducing preparation time from weeks to hours, with submissions that retain your authentic voice and institutional knowledge
Procurement — compressing six-month processes into days
Compliance and reporting — freeing care workers, researchers and frontline staff to focus on the work that drew them to the sector
Philanthropic revenue — enabling organisations to pursue significantly larger funding targets with a fraction of the research time previously required
Institutional knowledge retention — so expertise compounds rather than walking out the door when staff leave
The capability exists. The barrier is a failure of investment and governance — not technology.
I'd welcome your thoughts, particularly from those already navigating this in their own organisations.
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