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Darwin AI helps public sector organizations adopt artificial intelligence safely, transparently, and in compliance with public obligations. As AI tools increasingly appear across departments—often faster than formal policy or procurement processes—agencies struggle with a fundamental challenge: lack of visibility. Darwin AI addresses this gap by giving governments a clear, operational understanding of how AI is actually being used, then providing the governance and enablement needed to manage that use responsibly.

Darwin AI delivers this through two complementary offerings: Darwin Govern™ and Darwin LaunchPad™.

Darwin Govern™ is the foundation. It provides agencies with visibility into AI usage across departments, including approved tools, embedded vendor AI features, and unapproved or “shadow AI.” This visibility allows agencies to move beyond assumptions and self-reporting to understand real-world AI activity, use cases, and risk exposure. With this insight, agencies can proactively manage AI rather than reacting after issues arise.

Govern also helps agencies stay compliant with state AI laws, local policies, executive directives, and internal standards by operationalizing governance in day-to-day practice. Instead of treating AI policies as static documents, Govern enables agencies to align observed AI use with applicable rules and expectations. A key benefit for the public sector is support for AI public records and audit readiness. By maintaining structured inventories of AI tools, use cases, and governance context, agencies are better equipped to respond to public records requests, audits, and oversight inquiries, and to demonstrate due diligence to governing bodies and the public.

While Govern establishes visibility, control, and compliance, Darwin LaunchPad™ focuses on enablement and outcomes. LaunchPad helps agencies move from AI interest to structured, mission-aligned use cases through guided discovery, rapid prototyping, and pilot workflows. Departments can test and refine AI-enabled processes in a controlled environment without bypassing governance. Every workflow built through LaunchPad sits on top of the Govern infrastructure, ensuring innovation remains compliant, auditable, and policy-aligned from the start.

Together, Darwin Govern™ and LaunchPad™ allow public agencies to set clear guardrails while still encouraging responsible innovation. Designed for multi-department environments and evolving regulatory landscapes, Darwin AI enables governments to gain visibility, manage risk, maintain compliance, and confidently scale AI in service of transparency, efficiency, and public trust.