Attendees at SXSW’s “From Policy to Practice: AI Implementation in Government” rushed the stage at the end, continuing the conversation until event staff finally had to clear the room.
It’s no surprise that a lineup including USLege Co-Founder and CBO Laura Davis, Texas Senate Majority Leader Tan Parker, Texas Department of Information Resources Executive Director Tony Sauerhoff, and Texas Public Policy Foundation Associate VP David Dunmoyer sparked that level of excited discourse about the future of AI operations in state legislatures, agencies and beyond.
If you couldn’t make it, here are four key takeaways from the conversation. For the full breakdown, read the blog or join our live SXSW Recap webinar.
1) We Must Build the Foundation First
Tony Sauerhoff, who runs technology for the state of Texas, described AI adoption inside government as “a lot less like a sudden revolution, and more like disciplined, methodical modernization.”
That reality shows up immediately in the infrastructure. State agencies operate across everything from modern cloud systems to COBOL platforms that predate the internet. At the same time, procurement cycles run on two-year budget timelines while AI model generations don’t. That gap is real.
The bigger challenge isn’t deploying the technology. It’s about data readiness.
In the private sector, some ambiguity is tolerable if outcomes improve. In government, it isn’t. When AI outputs influence decisions like citizen eligibility for services, the tolerance for error is essentially zero.
“Garbage in, garbage out” isn’t just a technical issue here. It will become a public trust problem.
2) The Information Gap Is Bigger Than Most People Realize.
Laura built USLege after seeing the scale of the problem firsthand as a policy professional. When there is potentially 5,200 hearings in a single month, and 14,000 bills moving simultaneously across all 50 states, tracking what matters without missing something critical is an impossible task without help.
She shared a stark example. A major data privacy bill was heavily revised right before a committee hearing. There wasn’t enough time for stakeholders to review the changes, compare versions, and update their testimony. Nearly every witness testified on the outdated version. The bill passed anyway.
She also hinted at a “dirty little secret” about how some legislation actually gets passed. A reflection that underscores just how wide the information gap really is. (We’ll share that in the full blog.)
The implication is clear. Access to information isn’t equal and that gap shapes outcomes. As Laura put it, “If somebody who's an advocate for a nonprofit has the same access as a top-tier lobby firm, we just gave them a level playing field.”
David reinforced this with a real-time example: during a meeting, his USLege Radar alert surfaced a newly released Public Utilities Commission report before anyone else in the room had seen it. “AI did not replace me. It empowered me.”
3) Guardrails Aren’t the Enemy of Progress. They Make It Sustainable.
David outlined five principles for responsible AI in government, drawn from Texas’s SB 1964 and the state’s Digital Code of Ethics: know what systems are in use, disclose when AI is involved, apply stricter oversight in high-stakes decisions, keep humans accountable, and ensure clear recourse when things go wrong.
The goal isn’t to slow adoption. It’s to make it durable.
He pointed to child protective services as a clear example. AI can help triage risk and flag urgent cases across large caseloads. But it should never make the final call of a child’s removal. “Judge and jury stays with humans.”
Senator Parker drew a similar line. AI can assist in screening job applicants but when someone is trying to support their family, that interaction should involve a human.
Across the discussion, there was alignment on one point: AI should enhance human performance, not replace human judgment.
As Senator Parker put it, “This is the space race of our time. If we don’t get this right, America will lose. Future generations will suffer. That’s why the framework has to be right.”
4) The Workforce Conversation Is More Nuanced Than the Headlines.
Yes, there will be disruption. As Senator Parker put it, knowledge workers will benefit most, while highly repetitive roles are more exposed and “anyone who says otherwise isn’t being straight with you.”
But inside state government, the more immediate issue isn’t displacement—it’s attrition. The workforce is aging out faster than it’s being replaced. The role of AI isn’t to cut headcount, but to maintain capacity as that workforce shrinks.
Tony framed the talent strategy clearly: don’t try to outcompete private sector salaries for senior AI talent. Instead, build candidate pipelines by hiring earlier, training continuously, and accepting that some will leave. “Better to know and plan for that, and be proud you had a part in helping them go on to do that.”
Laura focused on what skills will matter most: “The future belongs to people who can adapt fastest… critical thinking, communication, the ability to keep learning.”
And for those on the sidelines, David made the opportunity explicit: “If you want to serve your state and your country and see real benefits, now is the time.”
Across every perspective—technology, policy, and practice—the message was consistent: AI in government requires partnership between the public and private sectors.
Getting this right isn’t just about building better technology. It’s about applying it responsibly, securely, and transparently.
If you want to go deeper, we’re hosting a live webinar to unpack the full conversation—and what it means in practice.
You’ll also have the opportunity to hear directly from Laura and ask your questions.
Join Our SXSW Recap + Live Platform Walkthrough
We’re hosting a live webinar next week.
Recap key themes from SXSW’s AI + Government conversations
Share what we’re seeing nationally in legislative AI implementation
Demonstrate how USLege operationalizes AI across hearings, bills, and alerts
Laura Davis will answer your questions live
Thank you to SXSW and our incredible co-panelists. We are excited to take on the future of AI in government with all of you!
Cheers,
Team USLege
