Why It’s Different
Agencies are right to ask whether advances in general-purpose AI make specialized approaches to public guidance unnecessary. Tools like ChatGPT and Gemini are powerful, widely available, and increasingly familiar.
Public guidance, however, is not a general-purpose problem. It places demands on a system that are shaped by accountability, authority, clear boundaries, and the need to stand behind the guidance provided.
General-purpose AI is built to answer anything
General-purpose AI systems are designed to be flexible and expansive. They are trained to respond across a wide range of topics, contexts, and questions, drawing on broad patterns rather than a single authoritative source.
That flexibility is their strength — but it also means they are not designed to operate within a specific agency’s authority, policies, or accountability requirements. Their goal is to generate a plausible, helpful response, not to ensure that guidance reflects a particular program’s rules or intent.
Public guidance must educate — not offer educated guesses
In public guidance, “close enough” is not good enough.
People rely on agency guidance to make real decisions — about eligibility, compliance, benefits, timelines, and obligations. They need to understand what applies to their situation and why, not receive an answer that merely sounds reasonable.
Guidance must be precise, explainable, and grounded in the agency’s actual rules and intent. It must be something the agency can stand behind.
Why chatbots and agents aren’t enough for public guidance
Chatbots and agentic services are designed for open-ended interaction, assistance, or task execution. They aim to be responsive and adaptive, often determining how to proceed based on user input and context.
Public guidance requires a different operating model. A Public Guidance System is designed to explain how agency rules and services apply to specific situations — not to converse freely, make decisions, or act on a user’s behalf.
MyAgency Guide does not operate as a chatbot or an agent. It does not initiate actions, exercise discretion, or determine outcomes. It applies the agency’s source of truth and guidance logic within defined boundaries, then explains that logic clearly so people can understand what applies and what to do next.
MyAgency Guide uses AI differently
MyAgency Guide uses AI as a constrained instrument, not an open-ended assistant.
Rather than asking AI to answer questions on its own, MyAgency Guide applies the agency’s source of truth and guidance logic to individual situations, then translates that logic into clear, plain-English guidance. AI operates only within defined jurisdictional and policy boundaries and defers when staff involvement is required.
This approach ensures that guidance is consistent, explainable, and aligned with agency intent — not simply plausible.
Why this difference matters
Public guidance is a responsibility, not a convenience.
When people rely on agency guidance, they are making real decisions with real consequences. The guidance they receive needs to be accurate, explainable, and consistent with policy as designed — not merely helpful in the moment.
By using AI in a bounded, accountable way, MyAgency Guide allows agencies to provide clear, situational guidance they can stand behind. It makes clarity the default, without shifting authority or responsibility away from the agency.