diff --git a/frontend/.gitignore b/frontend/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/frontend/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/frontend/README.md b/frontend/README.md
new file mode 100644
index 0000000..a36934d
--- /dev/null
+++ b/frontend/README.md
@@ -0,0 +1,16 @@
+# React + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Oxc](https://oxc.rs)
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/)
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend using TypeScript with type-aware lint rules enabled. Check out the [TS template](https://github.com/vitejs/vite/tree/main/packages/create-vite/template-react-ts) for information on how to integrate TypeScript and [`typescript-eslint`](https://typescript-eslint.io) in your project.
diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js
new file mode 100644
index 0000000..ea36dd3
--- /dev/null
+++ b/frontend/eslint.config.js
@@ -0,0 +1,21 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{js,jsx}'],
+    extends: [
+      js.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      globals: globals.browser,
+      parserOptions: { ecmaFeatures: { jsx: true } },
+    },
+  },
+])
diff --git a/frontend/index.html b/frontend/index.html
new file mode 100644
index 0000000..f94d687
--- /dev/null
+++ b/frontend/index.html
@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>frontend</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.jsx"></script>
+  </body>
+</html>
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
new file mode 100644
index 0000000..e2aa9bf
--- /dev/null
+++ b/frontend/package-lock.json
@@ -0,0 +1,2477 @@
+{
+  "name": "frontend",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "frontend",
+      "version": "0.0.0",
+      "dependencies": {
+        "react": "^19.2.8",
+        "react-dom": "^19.2.8"
+      },
+      "devDependencies": {
+        "@eslint/js": "^10.0.1",
+        "@types/react": "^19.2.18",
+        "@types/react-dom": "^19.2.7",
+        "@vitejs/plugin-react": "^6.1.1",
+        "eslint": "^10.10.0",
+        "eslint-plugin-react-hooks": "^7.1.1",
+        "eslint-plugin-react-refresh": "^0.5.6",
+        "globals": "^17.12.0",
+        "vite": "^8.3.0"
+      }
+    },
+    "node_modules/@babel/code-frame": {
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+      "license": "MIT",
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new file mode 100644
index 0000000..86550ca
--- /dev/null
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+    <path fill="none" stroke="#aa3bff" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.35" d="m15.5 13.333 1.533 1.322c.645.555.967.833.967 1.178s-.322.623-.967 1.179L15.5 18.333m-3.333-5-1.534 1.322c-.644.555-.966.833-.966 1.178s.322.623.966 1.179l1.534 1.321"/>
+    <path fill="none" stroke="#aa3bff" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.35" d="M17.167 10.836v-4.32c0-1.41 0-2.117-.224-2.68-.359-.906-1.118-1.621-2.08-1.96-.599-.21-1.349-.21-2.848-.21-2.623 0-3.935 0-4.983.369-1.684.591-3.013 1.842-3.641 3.428C3 6.449 3 7.684 3 10.154v2.122c0 2.558 0 3.838.706 4.726q.306.383.713.671c.76.536 1.79.64 3.581.66"/>
+    <path fill="none" stroke="#aa3bff" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.35" d="M3 10a2.78 2.78 0 0 1 2.778-2.778c.555 0 1.209.097 1.748-.047.48-.129.854-.503.982-.982.145-.54.048-1.194.048-1.749a2.78 2.78 0 0 1 2.777-2.777"/>
+  </symbol>
+  <symbol id="github-icon" viewBox="0 0 19 19">
+    <path fill="#08060d" fill-rule="evenodd" d="M9.356 1.85C5.05 1.85 1.57 5.356 1.57 9.694a7.84 7.84 0 0 0 5.324 7.44c.387.079.528-.168.528-.376 0-.182-.013-.805-.013-1.454-2.165.467-2.616-.935-2.616-.935-.349-.91-.864-1.143-.864-1.143-.71-.48.051-.48.051-.48.787.051 1.2.805 1.2.805.695 1.194 1.817.857 2.268.649.064-.507.27-.857.49-1.052-1.728-.182-3.545-.857-3.545-3.87 0-.857.31-1.558.8-2.104-.078-.195-.349-1 .077-2.078 0 0 .657-.208 2.14.805a7.5 7.5 0 0 1 1.946-.26c.657 0 1.328.092 1.946.26 1.483-1.013 2.14-.805 2.14-.805.426 1.078.155 1.883.078 2.078.502.546.799 1.247.799 2.104 0 3.013-1.818 3.675-3.558 3.87.284.247.528.714.528 1.454 0 1.052-.012 1.896-.012 2.156 0 .208.142.455.528.377a7.84 7.84 0 0 0 5.324-7.441c.013-4.338-3.48-7.844-7.773-7.844" clip-rule="evenodd"/>
+  </symbol>
+  <symbol id="social-icon" viewBox="0 0 20 20">
+    <path fill="none" stroke="#aa3bff" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.35" d="M12.5 6.667a4.167 4.167 0 1 0-8.334 0 4.167 4.167 0 0 0 8.334 0"/>
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+  </symbol>
+  <symbol id="x-icon" viewBox="0 0 19 19">
+    <path fill="#08060d" fill-rule="evenodd" d="M1.893 1.98c.052.072 1.245 1.769 2.653 3.77l2.892 4.114c.183.261.333.48.333.486s-.068.089-.152.183l-.522.593-.765.867-3.597 4.087c-.375.426-.734.834-.798.905a1 1 0 0 0-.118.148c0 .01.236.017.664.017h.663l.729-.83c.4-.457.796-.906.879-.999a692 692 0 0 0 1.794-2.038c.034-.037.301-.34.594-.675l.551-.624.345-.392a7 7 0 0 1 .34-.374c.006 0 .93 1.306 2.052 2.903l2.084 2.965.045.063h2.275c1.87 0 2.273-.003 2.266-.021-.008-.02-1.098-1.572-3.894-5.547-2.013-2.862-2.28-3.246-2.273-3.266.008-.019.282-.332 2.085-2.38l2-2.274 1.567-1.782c.022-.028-.016-.03-.65-.03h-.674l-.3.342a871 871 0 0 1-1.782 2.025c-.067.075-.405.458-.75.852a100 100 0 0 1-.803.91c-.148.172-.299.344-.99 1.127-.304.343-.32.358-.345.327-.015-.019-.904-1.282-1.976-2.808L6.365 1.85H1.8zm1.782.91 8.078 11.294c.772 1.08 1.413 1.973 1.425 1.984.016.017.241.02 1.05.017l1.03-.004-2.694-3.766L7.796 5.75 5.722 2.852l-1.039-.004-1.039-.004z" clip-rule="evenodd"/>
+  </symbol>
+</svg>
diff --git a/frontend/src/App.css b/frontend/src/App.css
new file mode 100644
index 0000000..92a9d85
--- /dev/null
+++ b/frontend/src/App.css
@@ -0,0 +1,459 @@
+.header {
+  max-width: 1200px;
+  margin: 0 auto;
+  padding: 28px 32px;
+  box-sizing: border-box;
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+}
+
+.header-right {
+  display: flex;
+  align-items: center;
+  gap: 14px;
+}
+
+.example-label {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 13px;
+  color: #FFB066;
+}
+
+.button-outline {
+  height: 44px;
+  padding: 0 16px;
+  border: 1px solid #2F3945;
+  border-radius: 8px;
+  background: transparent;
+  color: #E6EDF3;
+  font-size: 14px;
+  font-weight: 600;
+  cursor: pointer;
+}
+
+.button-primary {
+  height: 44px;
+  border: 0;
+  border-radius: 8px;
+  background: #8DBBFF;
+  color: #0B0F14;
+  font-size: 15px;
+  font-weight: 700;
+  cursor: pointer;
+}
+
+.button-full {
+  width: 100%;
+}
+
+.icon-button {
+  width: 44px;
+  height: 44px;
+  border: 1px solid #2F3945;
+  border-radius: 8px;
+  background: transparent;
+  color: #B4BFCB;
+  cursor: pointer;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+}
+
+/* Page layout */
+
+.main {
+  max-width: 1200px;
+  margin: 0 auto;
+  padding: 8px 32px 64px;
+  box-sizing: border-box;
+  display: flex;
+  flex-direction: column;
+  gap: 40px;
+}
+
+.steps {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 10px 16px;
+}
+
+.step-group {
+  display: flex;
+  align-items: center;
+  gap: 16px;
+}
+
+.step {
+  font-size: 22px;
+  font-weight: 700;
+}
+
+.arrow {
+  color: #6B7684;
+}
+
+.columns {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 56px;
+  align-items: flex-start;
+}
+
+.controls-column {
+  flex: 1 1 440px;
+  min-width: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 32px;
+}
+
+.footnote {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  color: #9BA7B4;
+}
+
+/* Controls */
+
+.control {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.control-title {
+  margin: 0;
+  font-size: 16px;
+  font-weight: 600;
+  color: #9BA7B4;
+}
+
+.source {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  font-weight: 400;
+}
+
+.option-grid {
+  display: grid;
+  gap: 6px;
+}
+
+.option {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 4px;
+  min-height: 64px;
+  padding: 8px 4px;
+  box-sizing: border-box;
+  border: 1px solid #2F3945;
+  border-radius: 8px;
+  background: #121820;
+  color: #E6EDF3;
+  cursor: pointer;
+}
+
+.option-selected {
+  border-color: #8DBBFF;
+  background: #8DBBFF;
+  color: #0B0F14;
+}
+
+.option-label {
+  font-size: 15px;
+  font-weight: 700;
+}
+
+.option-delta {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+}
+
+/* Events */
+
+.event-list {
+  display: flex;
+  flex-direction: column;
+}
+
+.event-row {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+  padding: 12px 0;
+  border-top: 1px solid #232B36;
+}
+
+.event-inactive {
+  opacity: 0.55;
+}
+
+.event-text {
+  min-width: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.event-title {
+  font-size: 17px;
+  font-weight: 600;
+}
+
+.event-meta {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  color: #9BA7B4;
+}
+
+.event-actions {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+}
+
+.event-value {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 15px;
+  font-weight: 700;
+  color: #8DBBFF;
+}
+
+.event-inactive .event-value {
+  color: #9BA7B4;
+}
+
+.event-form {
+  background: #121820;
+  border: 1px solid #232B36;
+  border-radius: 10px;
+  padding: 16px;
+  display: flex;
+  flex-direction: column;
+  gap: 14px;
+}
+
+.event-form-title {
+  font-size: 14px;
+  font-weight: 600;
+  color: #9BA7B4;
+}
+
+.event-form-grid {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 12px;
+}
+
+.field {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.field-wide {
+  grid-column: 1 / span 2;
+}
+
+.field label {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  color: #9BA7B4;
+}
+
+.field input,
+.field select {
+  height: 44px;
+  box-sizing: border-box;
+  padding: 0 12px;
+  border: 1px solid #2F3945;
+  border-radius: 8px;
+  background: #0B0F14;
+  color: #E6EDF3;
+  font-size: 15px;
+}
+
+.field select {
+  padding: 0 10px;
+}
+
+.field-button {
+  display: flex;
+  align-items: flex-end;
+}
+
+.schema {
+  margin: 0;
+  background: #0B0F14;
+  border: 1px solid #232B36;
+  border-radius: 10px;
+  padding: 14px 16px;
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  line-height: 1.7;
+  color: #B4BFCB;
+  overflow-x: auto;
+}
+
+/* Price */
+
+.price-column {
+  flex: 1 1 520px;
+  min-width: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 20px;
+}
+
+.price-header {
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: space-between;
+  align-items: flex-end;
+  gap: 12px;
+}
+
+.price-for {
+  font-size: 16px;
+  font-weight: 600;
+  color: #9BA7B4;
+}
+
+.price-big {
+  font-size: 88px;
+  line-height: 1;
+  font-weight: 700;
+  letter-spacing: -0.03em;
+  font-variant-numeric: tabular-nums;
+}
+
+.price-change {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 16px;
+  color: #9BA7B4;
+  padding-bottom: 10px;
+}
+
+.waterfall-row,
+.waterfall-axis {
+  display: grid;
+  grid-template-columns: 190px minmax(0, 1fr) 72px;
+  gap: 16px;
+}
+
+.waterfall-row {
+  align-items: center;
+  min-height: 56px;
+  border-top: 1px solid #232B36;
+}
+
+.waterfall-label {
+  font-size: 17px;
+  font-weight: 500;
+  color: #E6EDF3;
+}
+
+.waterfall-label.strong {
+  font-weight: 700;
+}
+
+.waterfall-track {
+  position: relative;
+  height: 24px;
+}
+
+.waterfall-bar {
+  position: absolute;
+  top: 0;
+  height: 24px;
+  border-radius: 4px;
+}
+
+.waterfall-value {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 16px;
+  font-weight: 700;
+  text-align: right;
+}
+
+.value-base,
+.value-total {
+  color: #E6EDF3;
+}
+
+.value-up {
+  color: #8DBBFF;
+}
+
+.value-down {
+  color: #FFB066;
+}
+
+.waterfall-axis {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 12px;
+  color: #9BA7B4;
+  margin-top: -12px;
+}
+
+.axis-labels {
+  display: flex;
+  justify-content: space-between;
+}
+
+.price-footer {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 16px;
+  border-top: 1px solid #232B36;
+  padding-top: 20px;
+}
+
+.sum {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 15px;
+  color: #D5DDE6;
+}
+
+.approve-area {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 12px;
+}
+
+.signoff-badge {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 13px;
+  color: #FFB066;
+  background: #3A2410;
+  border-radius: 6px;
+  padding: 6px 10px;
+}
+
+.approve {
+  height: 48px;
+  padding: 0 28px;
+  border: 0;
+  border-radius: 8px;
+  background: #8DBBFF;
+  color: #0B0F14;
+  font-size: 16px;
+  font-weight: 700;
+  cursor: pointer;
+}
+
+.approve.approved {
+  border: 1px solid #8DBBFF;
+  background: transparent;
+  color: #8DBBFF;
+}
\ No newline at end of file
diff --git a/frontend/src/App.jsx b/frontend/src/App.jsx
new file mode 100644
index 0000000..02c4a60
--- /dev/null
+++ b/frontend/src/App.jsx
@@ -0,0 +1,120 @@
+import { useState } from 'react'
+import logo from './assets/foresight-logo.svg'
+import OptionPicker from './components/OptionPicker'
+import Events from './components/Events'
+import PriceBreakdown from './components/PriceBreakdown'
+import { DAYS, DAY_ADJ, FLIGHTS, FULL_DAY, WEATHER, priceFactors, signed } from './pricing'
+import './App.css'
+
+const STEPS = ['Signals come in', 'Learns from history', 'Explains its price', 'Manager approves']
+
+// The starting state, also used by the Reset button.
+function initialState() {
+  return {
+    day: 'Sat',
+    weather: 'Rain',
+    flights: 'More',
+    approved: false,
+    nextId: 3,
+    events: [
+      { id: 1, title: 'Concert at Gillette', category: 'concert', day: 'Sat', attendance: 65000 },
+      { id: 2, title: 'Second Gillette show', category: 'concert', day: 'Sun', attendance: 65000 },
+    ],
+  }
+}
+
+function App() {
+  const [state, setState] = useState(initialState)
+  // Changing this number gives the Events form a fresh start on Reset.
+  const [resetCount, setResetCount] = useState(0)
+
+  // Any change to the inputs means the price has to be approved again.
+  function update(changes) {
+    setState({ ...state, ...changes, approved: false })
+  }
+
+  function reset() {
+    setState(initialState())
+    setResetCount(resetCount + 1)
+  }
+
+  function addEvent(event) {
+    update({ events: [...state.events, { ...event, id: state.nextId }], nextId: state.nextId + 1 })
+  }
+
+  function removeEvent(id) {
+    update({ events: state.events.filter((e) => e.id !== id) })
+  }
+
+  const dayOptions = DAYS.map((d) => ({ id: d, label: d, delta: signed(DAY_ADJ[d]) }))
+  const weatherOptions = WEATHER.map((w) => ({ id: w.id, label: w.id, delta: signed(w.adj) }))
+  const flightOptions = FLIGHTS.map((f) => ({ id: f.id, label: f.id, delta: signed(f.adj) }))
+
+  return (
+    <>
+      <header className="header">
+        <img src={logo} alt="Foresight" width="120" />
+        <div className="header-right">
+          <span className="example-label">example numbers</span>
+          <button className="button-outline" onClick={reset}>Reset</button>
+        </div>
+      </header>
+
+      <main className="main">
+        <div className="steps">
+          {STEPS.map((step, i) => (
+            <span key={step} className="step-group">
+              {i > 0 && <span className="arrow" aria-hidden="true">→</span>}
+              <span className="step">{step}</span>
+            </span>
+          ))}
+        </div>
+
+        <div className="columns">
+          <section className="controls-column">
+            <OptionPicker
+              title="Date"
+              options={dayOptions}
+              value={state.day}
+              onChange={(day) => update({ day })}
+            />
+            <OptionPicker
+              title="Weather"
+              source="Open-Meteo"
+              options={weatherOptions}
+              value={state.weather}
+              onChange={(weather) => update({ weather })}
+            />
+            <OptionPicker
+              title="Flights"
+              source="AeroDataBox"
+              options={flightOptions}
+              value={state.flights}
+              onChange={(flights) => update({ flights })}
+            />
+            <Events
+              key={resetCount}
+              events={state.events}
+              selectedDay={state.day}
+              onAdd={addEvent}
+              onRemove={removeEvent}
+            />
+          </section>
+
+          <PriceBreakdown
+            factors={priceFactors(state)}
+            dayName={FULL_DAY[state.day]}
+            approved={state.approved}
+            onApprove={() => setState({ ...state, approved: true })}
+          />
+        </div>
+
+        <div className="footnote">
+          Explainable Boosting Machine (InterpretML). Every factor's effect on the price is visible.
+        </div>
+      </main>
+    </>
+  )
+}
+
+export default App
diff --git a/frontend/src/assets/foresight-logo.svg b/frontend/src/assets/foresight-logo.svg
new file mode 100644
index 0000000..4f5c49f
--- /dev/null
+++ b/frontend/src/assets/foresight-logo.svg
@@ -0,0 +1,3 @@
+<svg width="182" height="45" viewBox="0 0 182 45" fill="none" xmlns="http://www.w3.org/2000/svg">
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diff --git a/frontend/src/assets/hero.png b/frontend/src/assets/hero.png
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diff --git a/frontend/src/assets/react.svg b/frontend/src/assets/react.svg
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diff --git a/frontend/src/components/Events.jsx b/frontend/src/components/Events.jsx
new file mode 100644
index 0000000..41711fc
--- /dev/null
+++ b/frontend/src/components/Events.jsx
@@ -0,0 +1,118 @@
+import { useState } from 'react'
+import { CATEGORIES, DAYS, eventContribution, signed } from '../pricing'
+
+const EMPTY_DRAFT = { title: '', category: 'concert', day: 'Sat', attendance: '20000' }
+
+function Events({ events, selectedDay, onAdd, onRemove }) {
+  // What's typed into the form so far. It only becomes an event when "Add event" is clicked.
+  const [draft, setDraft] = useState(EMPTY_DRAFT)
+
+  function updateDraft(field, value) {
+    setDraft({ ...draft, [field]: value })
+  }
+
+  function handleSubmit(e) {
+    e.preventDefault()
+    onAdd({
+      title: draft.title.trim() || 'New event',
+      category: draft.category,
+      day: draft.day,
+      attendance: Math.max(0, Number(draft.attendance) || 0),
+    })
+    setDraft({ ...draft, title: '' })
+  }
+
+  return (
+    <div className="control">
+      <h2 className="control-title">
+        Events <span className="source">PredictHQ</span>
+      </h2>
+
+      <div className="event-list">
+        {events.map((event) => {
+          const active = event.day === selectedDay
+          return (
+            <div key={event.id} className={active ? 'event-row' : 'event-row event-inactive'}>
+              <div className="event-text">
+                <span className="event-title">{event.title}</span>
+                <span className="event-meta">
+                  {event.category} · {event.day} · {event.attendance.toLocaleString('en-US')}
+                </span>
+              </div>
+              <div className="event-actions">
+                <span className="event-value">
+                  {active ? signed(eventContribution(event)) : 'not on ' + selectedDay}
+                </span>
+                <button
+                  className="icon-button"
+                  aria-label={'Remove ' + event.title}
+                  onClick={() => onRemove(event.id)}
+                >
+                  <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" aria-hidden="true">
+                    <path d="M6 6l12 12" />
+                    <path d="M18 6 6 18" />
+                  </svg>
+                </button>
+              </div>
+            </div>
+          )
+        })}
+      </div>
+
+      <form className="event-form" onSubmit={handleSubmit}>
+        <span className="event-form-title">Add an event</span>
+        <div className="event-form-grid">
+          <div className="field field-wide">
+            <label htmlFor="ev-title">title</label>
+            <input
+              id="ev-title"
+              type="text"
+              placeholder="Concert at Gillette"
+              value={draft.title}
+              onChange={(e) => updateDraft('title', e.target.value)}
+            />
+          </div>
+          <div className="field">
+            <label htmlFor="ev-cat">category</label>
+            <select id="ev-cat" value={draft.category} onChange={(e) => updateDraft('category', e.target.value)}>
+              {CATEGORIES.map((c) => (
+                <option key={c} value={c}>{c}</option>
+              ))}
+            </select>
+          </div>
+          <div className="field">
+            <label htmlFor="ev-day">day</label>
+            <select id="ev-day" value={draft.day} onChange={(e) => updateDraft('day', e.target.value)}>
+              {DAYS.map((d) => (
+                <option key={d} value={d}>{d}</option>
+              ))}
+            </select>
+          </div>
+          <div className="field">
+            <label htmlFor="ev-att">attendance</label>
+            <input
+              id="ev-att"
+              type="number"
+              min="0"
+              step="1000"
+              value={draft.attendance}
+              onChange={(e) => updateDraft('attendance', e.target.value)}
+            />
+          </div>
+          <div className="field-button">
+            <button type="submit" className="button-primary button-full">Add event</button>
+          </div>
+        </div>
+      </form>
+
+      <pre className="schema">{`event {
+  title        text
+  category     concert | sports | festival | conference
+  day          Mon .. Sun
+  attendance   number
+}`}</pre>
+    </div>
+  )
+}
+
+export default Events
diff --git a/frontend/src/components/OptionPicker.jsx b/frontend/src/components/OptionPicker.jsx
new file mode 100644
index 0000000..f19ec4e
--- /dev/null
+++ b/frontend/src/components/OptionPicker.jsx
@@ -0,0 +1,29 @@
+// A titled row of buttons where exactly one option is selected.
+// options: [{ id, label, delta }]
+function OptionPicker({ title, source, options, value, onChange }) {
+  return (
+    <div className="control">
+      <h2 className="control-title">
+        {title} {source && <span className="source">{source}</span>}
+      </h2>
+      <div className="option-grid" style={{ gridTemplateColumns: `repeat(${options.length}, minmax(0, 1fr))` }}>
+        {options.map((option) => {
+          const selected = option.id === value
+          return (
+            <button
+              key={option.id}
+              className={selected ? 'option option-selected' : 'option'}
+              aria-pressed={selected}
+              onClick={() => onChange(option.id)}
+            >
+              <span className="option-label">{option.label}</span>
+              <span className="option-delta">{option.delta}</span>
+            </button>
+          )
+        })}
+      </div>
+    </div>
+  )
+}
+
+export default OptionPicker
diff --git a/frontend/src/components/PriceBreakdown.jsx b/frontend/src/components/PriceBreakdown.jsx
new file mode 100644
index 0000000..efb04e8
--- /dev/null
+++ b/frontend/src/components/PriceBreakdown.jsx
@@ -0,0 +1,95 @@
+import { BASE, signed } from '../pricing'
+
+const BAR_COLORS = { base: '#7D8590', up: '#6EA8FF', down: '#FF9A4D', total: '#E6EDF3' }
+
+function PriceBreakdown({ factors, dayName, approved, onApprove }) {
+  // Walk through the factors, keeping a running total, so each bar starts
+  // where the previous one ended (a "waterfall" chart).
+  const spans = []
+  let total = 0
+  for (const f of factors) {
+    const start = f.kind === 'base' ? 0 : total
+    total = f.kind === 'base' ? f.adj : total + f.adj
+    spans.push({ ...f, start, end: total })
+  }
+  const price = total
+
+  // Pick an axis that fits every bar with a little room on each side.
+  const points = spans.map((s) => s.end).concat([BASE, price])
+  const axisMin = Math.max(0, Math.floor((Math.min(...points) - 20) / 10) * 10)
+  const axisMax = Math.ceil((Math.max(...points) + 20) / 10) * 10
+  const range = axisMax - axisMin
+
+  function barStyle(start, end, kind) {
+    const lo = Math.max(Math.min(start, end), axisMin)
+    const hi = Math.min(Math.max(start, end), axisMax)
+    return {
+      left: ((lo - axisMin) / range) * 100 + '%',
+      width: Math.max(((hi - lo) / range) * 100, 1.2) + '%',
+      background: BAR_COLORS[kind],
+    }
+  }
+
+  const rows = spans.map((s) => ({
+    label: s.label,
+    kind: s.kind,
+    value: s.kind === 'base' ? '$' + s.adj : signed(s.adj),
+    bar: barStyle(s.kind === 'base' ? axisMin : s.start, s.end, s.kind),
+  }))
+  rows.push({ label: 'Price', kind: 'total', value: '$' + price, bar: barStyle(axisMin, price, 'total') })
+
+  const sumText =
+    spans.map((s, i) => (i === 0 ? String(s.adj) : (s.adj < 0 ? '− ' : '+ ') + Math.abs(s.adj))).join(' ') +
+    ' = ' + price
+
+  const delta = price - BASE
+  const changeText = delta === 0 ? 'no change from $' + BASE : signed(delta) + ' vs $' + BASE
+  const needsSignoff = Math.abs(delta) >= 150
+
+  return (
+    <section className="price-column">
+      <div className="price-header">
+        <div>
+          <div className="price-for">Price for {dayName}</div>
+          <div className="price-big">${price}</div>
+        </div>
+        <div className="price-change">{changeText}</div>
+      </div>
+
+      <div>
+        {rows.map((row, i) => (
+          <div key={i} className="waterfall-row">
+            <span className={'waterfall-label' + (row.kind === 'base' || row.kind === 'total' ? ' strong' : '')}>
+              {row.label}
+            </span>
+            <div className="waterfall-track">
+              <div className="waterfall-bar" style={row.bar} />
+            </div>
+            <span className={'waterfall-value value-' + row.kind}>{row.value}</span>
+          </div>
+        ))}
+      </div>
+      <div className="waterfall-axis">
+        <span />
+        <div className="axis-labels">
+          <span>${axisMin}</span>
+          <span>${Math.round((axisMin + axisMax) / 2)}</span>
+          <span>${axisMax}</span>
+        </div>
+        <span />
+      </div>
+
+      <div className="price-footer">
+        <span className="sum">{sumText}</span>
+        <div className="approve-area">
+          {needsSignoff && <span className="signoff-badge">big change, needs sign-off</span>}
+          <button className={approved ? 'approve approved' : 'approve'} onClick={onApprove}>
+            {approved ? 'Approved ✓' : 'Approve $' + price}
+          </button>
+        </div>
+      </div>
+    </section>
+  )
+}
+
+export default PriceBreakdown
diff --git a/frontend/src/index.css b/frontend/src/index.css
new file mode 100644
index 0000000..74aeef8
--- /dev/null
+++ b/frontend/src/index.css
@@ -0,0 +1,14 @@
+@import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;500;700&family=Space+Grotesk:wght@500;600;700&display=swap');
+
+body {
+  margin: 0;
+  background: #0B0F14;
+  color: #E6EDF3;
+  font-family: 'Space Grotesk', system-ui, sans-serif;
+}
+
+button,
+input,
+select {
+  font-family: inherit;
+}
\ No newline at end of file
diff --git a/frontend/src/main.jsx b/frontend/src/main.jsx
new file mode 100644
index 0000000..b9a1a6d
--- /dev/null
+++ b/frontend/src/main.jsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.jsx'
+
+createRoot(document.getElementById('root')).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)
diff --git a/frontend/src/pricing.js b/frontend/src/pricing.js
new file mode 100644
index 0000000..1e91b48
--- /dev/null
+++ b/frontend/src/pricing.js
@@ -0,0 +1,76 @@
+// Example pricing numbers from the design mockup.
+// These are hard-coded placeholders until the trained model is connected.
+
+export const BASE = 150
+
+export const DAYS = ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun']
+
+export const FULL_DAY = {
+  Mon: 'Monday',
+  Tue: 'Tuesday',
+  Wed: 'Wednesday',
+  Thu: 'Thursday',
+  Fri: 'Friday',
+  Sat: 'Saturday',
+  Sun: 'Sunday',
+}
+
+export const DAY_ADJ = { Mon: -10, Tue: -10, Wed: -5, Thu: 0, Fri: 25, Sat: 40, Sun: 10 }
+
+export const WEATHER = [
+  { id: 'Clear', adj: 0, text: 'Clear skies' },
+  { id: 'Cloudy', adj: -5, text: 'Cloudy' },
+  { id: 'Rain', adj: -15, text: 'Rain in the forecast' },
+  { id: 'Storm', adj: -25, text: 'Storm in the forecast' },
+]
+
+export const FLIGHTS = [
+  { id: 'Fewer', adj: -20, text: 'Fewer flights landing' },
+  { id: 'Normal', adj: 0, text: 'Normal flights' },
+  { id: 'More', adj: 60, text: 'More flights landing' },
+  { id: 'Surge', adj: 90, text: 'Flight surge' },
+]
+
+export const CATEGORIES = ['concert', 'sports', 'festival', 'conference']
+
+const CATEGORY_WEIGHT = { concert: 1, sports: 0.8, festival: 0.6, conference: 0.5 }
+
+// Formats an adjustment as "+$40", "−$15" or "$0".
+export function signed(n) {
+  if (n > 0) return '+$' + n
+  if (n < 0) return '−$' + Math.abs(n)
+  return '$0'
+}
+
+// How much one event adds to the price (a 65,000-person concert adds $120).
+export function eventContribution(event) {
+  const attendance = Math.max(0, Math.min(100000, Number(event.attendance) || 0))
+  const weight = CATEGORY_WEIGHT[event.category] || 0.5
+  return Math.round((weight * attendance) / 65000 * 120)
+}
+
+// Turns the current choices into the list of factors behind the price.
+// Each factor has a label, its adjustment, and a kind: 'base', 'up' or 'down'.
+export function priceFactors({ day, weather, flights, events }) {
+  const factors = [{ label: 'Same as a normal weekend', adj: BASE, kind: 'base' }]
+
+  const dayAdj = DAY_ADJ[day]
+  if (dayAdj !== 0) {
+    factors.push({ label: "It's a " + FULL_DAY[day], adj: dayAdj, kind: dayAdj > 0 ? 'up' : 'down' })
+  }
+
+  events
+    .filter((e) => e.day === day)
+    .forEach((e) => {
+      const c = eventContribution(e)
+      if (c !== 0) factors.push({ label: e.title, adj: c, kind: 'up' })
+    })
+
+  const f = FLIGHTS.find((x) => x.id === flights)
+  if (f.adj !== 0) factors.push({ label: f.text, adj: f.adj, kind: f.adj > 0 ? 'up' : 'down' })
+
+  const w = WEATHER.find((x) => x.id === weather)
+  if (w.adj !== 0) factors.push({ label: w.text, adj: w.adj, kind: 'down' })
+
+  return factors
+}
diff --git a/frontend/vite.config.js b/frontend/vite.config.js
new file mode 100644
index 0000000..9982072
--- /dev/null
+++ b/frontend/vite.config.js
@@ -0,0 +1,7 @@
+import react from '@vitejs/plugin-react'
+import { defineConfig } from 'vite'
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react()],
+})