Data Before Intelligence: Why Nonprofits Must Fix Their CRM Foundation Before Scaling AI

Nonprofits are moving fast to adopt AI tools like Claude, Copilot and ChatGPT, but fragmented donor, program and volunteer data produces misleading results. This article explains why unifying data in CRM like Salesforce must come first, and offers a four-phase roadmap and five leadership questions for building a trusted, AI-ready foundation.