Rebuilt the two screens for a person with ninety seconds, not an analyst. Every screen now answers, in order and at descending size: what happened (one sentence, 21px), how much (three numbers you can read across a table — claims denied, money at stake, still recoverable with its first deadline), and what she wants approved (the ranked list, with the decision buttons directly under it). The full analysis, her SQL and the live trace sit behind disclosures — one click for the reviewer who wants to check, zero clutter for the manager who does not. The queue opens on a briefing strip: "1 decision waiting for you — $1,091,000 recoverable". A manager who reads only that line has the day. Cards lead with the verdict sentence and the recoverable figure; a waiting case says "Needs your decision", not "Awaiting Review". Jargon translated where a business reader meets it: "data reconciled" became "Numbers checked against Finance"; "97% confident" became "Ava is 97% sure"; the trace steps read "Asked the data" and "Thought about it". Ava's SHOUTED recommendation headings are sentence-cased. While Ava is still working, the trace is the page — there is nothing else to show yet, and watching her query is the demo. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> |
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|---|---|---|
| src | ||
| .env.example | ||
| .gitignore | ||
| index.html | ||
| package-lock.json | ||
| package.json | ||
| README.md | ||
| tsconfig.app.json | ||
| tsconfig.json | ||
| tsconfig.node.json | ||
| vite.config.ts | ||
Northlake Health — Denials Desk
The operator console for the Denials Investigator app (dev, org 900000109
/ app 900000102). A revenue-cycle manager asks why claim denials rose; an AI
employee — Ava — investigates the hospital's Databricks lakehouse and comes
back with a cause, a dollar figure and a recommendation. The manager approves.
This repo is outside sm2 on purpose: it is a frontgen artifact. A push to
main triggers a build, and the artifact is placed at
https://preview-dev.getzino.in/northlake-health/.
What is where
| Path | What it is |
|---|---|
src/api/config.ts |
Every id: app, workflow, activities, record views, stages, per-stage actions |
src/api/client.ts |
The gateway client. App-scoped routes plus the two rdbms views that carry Ava's trace |
src/screens/QueueScreen.tsx |
A queue — the record view filtered on current_state_name |
src/screens/CaseScreen.tsx |
One investigation: findings, recommendations, Ava's live work, the actions |
src/screens/NewInvestigationScreen.tsx |
Ask a question — the INIT activity's form, read live from view-service |
src/components/AvaLive.tsx |
The demo. Every query Ava runs, as she runs it |
Running locally
npm install
npm run dev # http://localhost:5174 — talks to dev.getzino.in via .env
Sign in as dan.reyes@northlake.example. The org is fixed in config.ts.
Two things that will bite
- No API URL is compiled in.
config.js, written by the server when it places the build, carriesVITE_ZINO_API_URL. A production build with noconfig.jsfails loudly rather than calling whichever backend built it. - Ava's trace does not come from the monitor API. That endpoint needs an
org-scoped studio token; an app sign-in gets "no organization scope on this
account". It comes from two views (
northlake_app.ava_trace,ava_decisions) exposed as ordinary rdbms record views. Seeded bysm2/custom-apps/denials-investigator/07_console_views.sql.