# advancement operations

## [Vered Siegel on Why Judgment Is the New Scarce Resource in Fundraising](/content/vered-siegel-on-why-judgment-is-the-new-scarce-resource-in-fundraising/?kuid=4535b7a1-3929-490c-9af4-831246f7dba1-1781510052&kref=https%3A%2F%2Fprospectresearchinstitute.org%2Ftag%2Fadvancement-operations%2F/index.html)

- by [Jennifer Filla](/content/author/jenfilla/?kuid=4535b7a1-3929-490c-9af4-831246f7dba1-1781510052&kref=https%3A%2F%2Fprospectresearchinstitute.org%2Ftag%2Fadvancement-operations%2F/index.html)  
- March 2, 2026  
- [Learning Edge Blog](/content/category/learning-edge/?kuid=4535b7a1-3929-490c-9af4-831246f7dba1-1781510052&kref=https%3A%2F%2Fprospectresearchinstitute.org%2Ftag%2Fadvancement-operations%2F/index.html), [Major Gifts](/content/category/learning-edge/major-gifts/?kuid=4535b7a1-3929-490c-9af4-831246f7dba1-1781510052&kref=https%3A%2F%2Fprospectresearchinstitute.org%2Ftag%2Fadvancement-operations%2F/index.html), [Prospect Research](/content/category/prospect-research/?kuid=4535b7a1-3929-490c-9af4-831246f7dba1-1781510052&kref=https%3A%2F%2Fprospectresearchinstitute.org%2Ftag%2Fadvancement-operations%2F/index.html)

What happens when AI can generate a list or a prospect summary in seconds—but still can’t tell you what to do with it? That’s the central question Vered Siegel lives and breathes every day as…