Why 95% of GenAI Projects Fail—And How to Beat the Odds
By Garrick Schermer, AI Data Strategy & Governance Lead When MIT’s NANDA report recently highlighted that 95% of GenAI projects fail, many were quick to...
By Galaxia Martin, Solutions Director – Data & AI
Data is no longer just a byproduct of operations—it’s a strategic asset. From ensuring equitable service delivery to meeting transparency mandates, public sector agencies are under growing pressure to manage data responsibly, securely, and intelligently. At the same time, they face increasing scrutiny from regulators, watchdogs, and the public.
As a Data Governance SME working with cities, transit authorities, and state agencies across the country, I’ve seen firsthand how the right data governance strategy can empower government leaders to not only meet compliance requirements but also make more informed, impactful decisions.
Here’s why data governance isn’t just a “nice-to-have” for the public sector—it’s essential.
Why Data Governance Matters More Than Ever
Government agencies steward some of the most sensitive and mission-critical data in society—personally identifiable information (PII), public health records, utility infrastructure, permitting data, public safety information, and more. The stakes are high.
Without proper governance, that data can become fragmented, outdated, insecure, or misused—exposing agencies to legal risk, reputational damage, and public distrust.
A well-designed data governance framework helps agencies:
Common Challenges in Public Sector Data Governance
Many agencies want to improve how they manage data but face real constraints:
SDI’s Approach to Public Sector Data Governance
At SDI Presence, we help agencies build practical, scalable governance programs that align with their mission, risk posture, and capacity. Our proven approach includes:
Real Results: Making Governance Actionable
For one major U.S. city, SDI designed a governance model that enabled consistent data classification across 17 departments. This work supported open data publishing, enhanced compliance with public records requests, and helped lay the groundwork for predictive analytics.
Final Thoughts
Public sector agencies are expected to do more with data—while maintaining transparency, security, and compliance. That’s a heavy lift without a foundation of strong governance.
The good news? You don’t have to start from scratch or boil the ocean. With the right guidance and a clear roadmap, governance can be not just a compliance requirement—but a powerful enabler of better service, smarter operations, and greater public trust.
Contact SDI to make your data work for you—and for the people you serve.