The Future of AI in Government • NAU Public Service Academy

Agentic AI: what it is, and why it matters

From answering to acting

A chatbot responds to your message. An agent pursues your goal: it plans, uses your tools, takes action, and loops until the job is done. That shift, from answering to acting, is what makes AI “agentic.”

CHATBOT · IT ANSWERS You AI model Reply to you It answers from what it knows. You do everything else. AGENT · IT ACTS the ReAct loop Goal AI agentreason · act · observe Human check Action taken It plans, uses your tools, and acts, pausing for a person on the calls that matter.

The gold ring above the agent is the ReAct loop: reason, act, observe, and repeat, until the goal is met or a person needs to weigh in.

Why now

Forecasters put the move from pilots to real operations in 2026, and much of it arrives through software you already buy.

It crossed a threshold

The tools went from answering questions to taking actions, and they are showing up in everyday software.

You inherit it from vendors

Agentic features arrive in your systems when Microsoft, Salesforce, or ServiceNow update, not only when you choose to build.

The rules just shifted

Federal guidance turned pro-innovation in 2025, and states are passing their own AI laws. AI readiness is now a compliance item.

Why should you care?

There is real upside and there are real watch-outs. Both are the reason to understand this rather than ignore it.

The upside

  • Less time on repetitive paperwork: Deloitte's federal analysis (pp. 2 to 3) found automation could free up to a quarter of many workers' time, between 96.7 million and 1.2 billion federal staff hours a year. The counter-estimate: economist Daron Acemoglu puts the economy-wide productivity gain from AI at under one percent over ten years, a gain he calls “nontrivial but modest.”
  • Grants review, procurement and RFP drafting, and records requests: the paperwork-heavy work that early deployments target first.
  • A real local example, as reported by StateTech: through Phoenix's myPHX311 chat assistant, residents can pay bills, report issues, and make requests.

The watch-outs

So where does any given tool land?

There is no single right answer. It depends where a tool sits on the spectrum, from a plain chatbot to an autonomous agent, and where a person stays in control. Let's walk it with one real request, handled five ways.

See how it works →