Research, judgment, and practical next steps
Practical perspectives on prospect research, fundraising intelligence, portfolio decisions, and responsible AI workflows.
· Ryan Clement
Learn how nonprofit fundraising teams can use synthetic data, de-identification, and data minimization to safely test AI workflows for prospect research, donor strategy, and portfolio management.
· Ryan Clement
Your donor data may already hold the context your team needs for more purposeful conversations. Explore how AI can support thoughtful fundraising preparation.
· Ryan Clement
AI can save time and still lead to the wrong decision. A cautionary look at access, accuracy, and the human review that protects results and relationships.
· Ryan Clement
How prospect research helps nonprofit teams prioritize year-end donor conversations using giving history, engagement, timing, and a clear next step.
· Ryan Clement
Seven practical questions to help nonprofit professionals use AI with better context, clearer expectations, repeatable workflows, and human judgment.
· Ryan Clement
Before using AI at work, evaluate the task, verification, human oversight, and the full cost of review. Practical examples and a free task check.
· Ryan Clement
Why nonprofit teams need to verify AI-generated claims, inspect citations, and make human review part of the workflow.
OLD POSTS. NEW PIXELS.
A little time travel through my early AI writing. Some ideas held up. Some sentences need a grown-up in the room.
5 saved posts and outlines, with today’s context. No quarters required.
Small event. Big scoop energy.
An ice cream social, twenty people, and a surprisingly useful sign-in sheet.
Originally posted
Read the full postThe computer cost $2,000. The opinions came free.
A teenage computer pitch meets a grown-up argument for human judgment.
Read the full postSmall gifts. Main-character energy.
Small gifts, a river of generosity, and a bigger role for the annual fund.
Originally posted
Read the full postGuest list acquired. Side quests unlocked.
An early introduction and outline about looking beyond the guest count.
Created
Read the saved outlineInventory full. Please organize your data.
A 2025 look at contact details, engagement, preferences, and the stories behind the records.
Originally posted
Read the full postGRAPHICS: 8-BIT · HUMAN JUDGMENT: STILL REQUIRED