AI training for a public agency is hands-on, plain-language instruction that makes AI useful to staff in a single session, and an AI tool for a public program is software built around one task, grounded in your own program documents, that does the legwork and leaves every decision with your staff. AI is short for artificial intelligence, software that can read and write plain language, and automation is a set of steps a computer runs on its own once something happens, like a new application arriving or a report coming due. So, the training gets your people using the tools safely, and the tools take the retyping and the looking-up off their plate.
Where do the hours go in a public program?
So, staff are already ahead of the guidance. A MissionSquare Research Institute survey of 2,000 state and local government employees, published in June 2025, found that 46% already use AI tools at work and only 17% use them every day.
Federal agencies are moving fast as well. The U.S. Government Accountability Office (GAO) reported in July 2025 that generative AI uses, meaning tools that write text or make images, rose about nine-fold at the 11 federal agencies it reviewed, from 32 in 2023 to 282 in 2024.
The demand is already there. The job of a training program is to take the use that's already happening and make it safe, consistent and worth the time it takes.
In workforce boards, SBDCs, chapters and municipal programs, the hours go to the same few places.
Staff are using AI without any guidance
Some of your staff already use AI tools on their own, some won't touch them, and nobody has said what's allowed. That's how program data ends up pasted into a free chatbot, and how good uses never spread past one desk.
Intake paperwork retyped from forms
Applications and intake forms come in on paper, PDF and email, and staff retype them into your case management system, the software where each client's file and progress live. Then they check by hand whether each file has every document it needs.
Reports to funders built by hand
Quarterly and annual reports to your funders get assembled by pulling numbers from three systems into a spreadsheet, and the same person does it every time, usually late at night before the deadline.
The same program questions, all day
Who qualifies? What documents do I need? When's the next workshop? Staff answer the same questions from the public all day, each one a phone call or an email that pulls them off case work.
Staff turnover resets everything
When an experienced staff member leaves, what they knew about the program leaves with them, and the next person learns it by trial and error.
What would we build for a public agency?
Our public sector engagements come in three rungs, and you can enter at any of them. The page publishes no fixed prices: every engagement is scoped to fit the micro-purchase threshold that applies to your program, so most agencies can move without a formal solicitation. For federal purchases, the Federal Acquisition Regulation sets that threshold at $15,000 in the version effective March 13, 2026, with lower limits for some construction and service work, and your program's own rules may set a different number.
An AI workshop for your staff
A hands-on session on what these tools do, where they help in your actual workflows and how to use them safely, with quick-reference guides and prompt playbooks your staff can use the same day. It's the first rung on our public sector page.
An intake helper that checks the file for you
A focused tool reads incoming applications, fills in your case management fields for staff to check, and flags which files are missing a document, pointing to the rule in your own program materials. A staff member still makes every eligibility decision. This is the custom build rung on our public sector page.
A reporting aid that pulls the numbers together
The tool gathers the figures your funders ask for from the systems you already use, lays them out in the report format, and shows where each number came from, so a person checks the report instead of building it. This is also a custom build.
An assistant over your own program documents
Staff, and if you choose the public, ask questions in plain words and get answers drawn only from your own program guides and policies, with the source shown and anything unusual sent to a person. It's built on the same architecture as our production system, which answers from 170+ source documents.
Training that keeps up with turnover
A light retainer for updates, additional training as staff turn over, new use cases, and the documentation your program needs as tools and guidance change. It's the ongoing support rung on our public sector page, and the responsible-AI notes follow the approach on our AI governance page.
Staff who use AI safely, files that come in complete, reports that don't eat a weekend, questions answered without a call... more time for clients, reports you can stand behind, this year's funds put to work, all of it.
What does an AI assistant say about programs like yours?
When a resident asks ChatGPT, Gemini or Google's AI Overviews where to get free help starting a business or finding job training in your county, the assistant names a few programs and leaves out the rest, and many public programs have never checked whether they're on that list. Our free AI visibility check puts a few questions like those to ChatGPT and shows you its answer word for word: whether your program comes back, who comes back instead, and how it describes what you offer.
Where does AI not work in a public agency?
AI doesn't make eligibility, enrollment or funding decisions, and nothing we build tries to. Those stay with your staff, under your program rules. It also doesn't replace your agency's own policies on records, privacy and acceptable use. We scope data handling with your compliance and IT leads before we build, and if a tool can't meet your rules, we don't build it.
Procurement is the other limit. Micro-purchase thresholds differ by program and funding source, so confirm the one that applies to you before anything is scoped. Nothing here is legal or procurement advice.
That being said, a workshop only helps if staff get time to use what they learned. If nobody will have an hour a week to practice, start smaller, or wait. And if your program's real problem is a case management system nobody was trained on, the cheaper fix is training on that system, and we'll say so.
Where should a public agency start?
Start with our public sector page. It lays out the workshop, the custom build and ongoing support, and it's where you can request a capability statement or book a free thirty-minute call to talk through what your program is trying to do.
Would it help to see a scoped option that fits your budget window? No worries either way.