State tech leaders intend to use tools from Darwin to build AI-related infrastructure, which would give the authorities and agencies what a statement called “a single place to manage AI policy, oversee data and records and maintain compliance across departments.”
The general idea is to roll out AI tools with guardrails — that is, rules, policies and constraints. The company describes that as a “foundation-first approach” to AI.
Once the state sets up those guardrails via the Darwin Govern product, agencies will then use Darwin LaunchPad “to design and deploy mission-specific agentic workflows, moving the state from pilots to production and from experiments to sustainable adoption,” according to the statement.
Work initially will involve “creating a statewide view of how artificial intelligence is being used across state government,” Nikhil Deshpande, chief digital and AI officer at the Georgia Technology Authority, told Government Technology via email. “Today, AI capabilities are appearing in software products faster than organizations can track them.”
Another early initiative will have Darwin helping to “translate” Georgia’s existing AI governance into what he called “day-to-day oversight processes, making it easier for agencies to evaluate AI tools, document approved uses, manage risk and maintain accountability as adoption grows.”
The deal with Darwin comes as Georgia works to position itself as a state leader in artificial intelligence. The state has set up an Office of Artificial Intelligence, for instance, along with an Innovation Lab.
As Deshpande sees it, this deal further demonstrates that the state “is moving toward operational governance” for AI, and combining policy, training, innovation and guardrail tools in a way that will help Georgia show other states what “responsible AI adoption looks like.”
Doing so could lead to more public trust when it comes to public-sector use of AI, he said.
As awareness of AI in state government continues to grow, Deshpande said the conversation about the technology is moving from how to use it to how to scale it responsibly.
The public-sector use of AI “will continue to mature as more organizations share best practices, adopt recognized frameworks such as NIST, establish inventories of AI systems and create governance structures that enable innovation while managing risk,” he said.
The state will measure the success of the Darwin deal not just by the “number of AI tools deployed,” he said, but whether the state can scale AI without bruising public trust.
Such factors as visibility into state agency AI use, compliance with standards and reduced risk from unapproved AI will also help the state determine its overall return on investment.
“Ultimately, success means creating an environment where agencies can innovate with confidence because the appropriate governance, oversight and accountability mechanisms are already in place,” Deshpande said.
The deal gives Darwin, founded in 2024, a significant win at the state level. Last year the company raised $15 million in a Series A funding round led by Insight Partners, one of the world’s largest venture capital firms.
