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What UMMAYA Can Do Today

UMMAYA can already demonstrate the core national AX pattern: a user asks for a public-service outcome, the system resolves intent, selects a tool path, and answers with a visible status boundary. The current surface is strongest for public lookup, location-dependent information, and preparation flows.

Protected actions are mostly Mock or Handoff until live authority, credentials, official callable channels, consent, and evidence are available. That limitation is not hidden. It is part of the product’s trust model.

Read this table by task, not by internal adapter name. A task may be useful today even when the final protected action is not live.

User taskCurrent stateWhat UMMAYA should do
Find nearby hospitals or emergency-related public informationLive for public lookup adaptersResolve place, call public healthcare or emergency adapters, and summarize source-backed results
Check weather, forecast, warning, road, or safety informationLive for public-data adaptersRetrieve public data, state recency and uncertainty, and avoid personal-account claims
Resolve addresses, coordinates, or administrative areasLive for location adaptersNormalize location before public-service lookup
Explore welfare information and preparationLive for public guidance, Mock/Handoff for protected applicationsFind guidance, prepare documents, and mark official eligibility boundaries
Try identity, certificate, MyData, or authentication flowsMock or HandoffShow expected consent shape without claiming verification
Pay fines, submit applications, file tax, or change official recordsMock or Handoff unless a live channel is configuredPrepare, label, or hand off; never claim official completion without evidence

The important word is “state.” A Live public lookup and a Mock protected workflow are both useful, but they mean different things and must sound different in the final answer.

Start with a safe public lookup. Give a location and ask for official public information.

동아대 승학캠퍼스 근처 응급실이나 야간 진료 정보를 공식 정보 기준으로 찾아줘.

This prompt is a good first test because it gives a place, requests public information, and does not ask UMMAYA to verify identity, pay, file, issue, or change an official record.

Live means UMMAYA can call a configured channel and ground the answer in the result. Mock means the workflow shape can be demonstrated, but it is not an official agency result. Handoff means the user must continue through an official service because UMMAYA does not have a safe callable path.

This distinction is not a legal footnote. It tells the user whether they are looking at evidence, simulation, or a next official step. The answer should make that state visible before the user acts.

The target-state scenario dataset covers tax, civil affairs, payments, utilities, identity, welfare, healthcare, housing, mobility, business, labor, education, safety, immigration, legal, and personal-data workflows. Those scenarios are not all live today.

They define what a national AX system must eventually handle and how UMMAYA should label the gap while official channels mature. A domain can be part of the goal without being falsely described as complete today.

After reading capability, install the packaged CLI in Quickstart and run one public lookup. Then read Live, Mock, And Handoff before testing protected workflows.