Danielle Costa-Nakano shares how, as Chief Product Officer at Grassroots Analytics, she’s leading a shift from data-as-a-service to software-as-a-service to help nonprofit and political organizations escape spreadsheet sprawl and tool fragmentation. Danielle explains why many teams still spend half their day importing/exporting CSVs across 7–10 systems and how a central data platform—with strong APIs, embedded analytics, and AI-assisted workflows—can surface “the right ask, to the right person, at the right time,” replacing manual busywork with actionable insight.She introduces Quiller, an AI-first content creator that drafts emails, texts, letters, and taglines in the organization’s own voice, keeping a human-in-the-loop to augment rather than replace staff. Beyond any single tool, Danielle argues for a post-CRM approach: orchestrate multiple CRMs and best-of-breed apps via APIs to form a unified, 360° picture—then predict, decide, and act.Drawing on two decades across NGP VAN/Bonterra and the National Geographic Society, Danielle breaks down the foundations of trustworthy AI and data products: data governance, clear data contracts, and an SDLC applied to data itself. She also goes deep on team craft: people-first leadership; treating QA as an ally and “internal power user”; investing early in UX research and design to drive product-market fit; and insisting on reliable CI so “green means green.”On rapid alignment, her teams use “vibe coding” and AI prototyping (e.g., Vercel v0, Figma AI) to explore ideas and test information architecture—useful for shared understanding, but not production-ready code. Engineers then rebuild with reusable components and proper abstractions.Danielle also maps the sector’s headwinds—donor fatigue, tougher planning cycles, and the vast range from volunteer-run nonprofits to global impact orgs—and underscores a simple value promise: modern, efficient tools at the right price, in service of the mission. - Moving from DaaS to SaaS to reduce manual data work and unlock insight - Quiller: AI content creation that preserves brand voice (human-in-the-loop) - Post-CRM orchestration: connect many CRMs and tools via APIs for a unified view - Data governance & contracts as prerequisites for analytics/AI that lasts - UX as a PMF driver; QA as partner; CI you can trust - Vibe coding/AI prototyping for speed and alignment—then rebuild properly - People-first leadership through mergers, rebuilds, and launches - Advice to newcomers: go deep on data—there’s a role for every skillset (APIs, risk, interfaces, science)About Danielle Nakano:- https://www.daniellecostanakano.comAbout Federico Ramallo ✨👨💻🌎🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers- 💼 https://www.linkedin.com/in/framallo/- 🌐 https://densitylabs.io- ✅ https://prevetted.ai🎙 PreVetted Podcast 🎧📡- 🎯 https://prevetted.ai/podcast- 🐦 https://x.com/PrevettedPod- 🔗 https://www.linkedin.com/company/prevetted-podcast00:00 Introduction to Danielle Costa-Nacano and Grassroots Analytics03:09 Transitioning from Data as a Service to Software as a Service06:02 The Role of AI in Content Creation and Data Management08:54 Lessons from Previous Roles at National Geographic and Bonterra11:59 Building Products for Nonprofits and Social Good15:02 Challenges Faced by Nonprofits Today17:52 Data Infrastructure and Integration Issues20:48 The Importance of Data Governance24:01 Enhancing Donor Relationships with AI26:54 Conclusion and Future Outlook27:24 Integrating Data for Better Decision Making29:38 The Importance of People in Leadership32:48 Collaboration Across Teams38:08 Quality Assurance and Development39:48 User Experience as a Key Factor45:19 Prototyping and AI in Product Development51:33 Advice for Future Data Professionals