diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..6f44eeb
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,7 @@
+__pycache__/
+*.py[cod]
+node_modules/
+dist/
+release/
+*.log
+.DS_Store
diff --git a/CLAUDE.md b/CLAUDE.md
index a857a6d..086a53c 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -4,16 +4,32 @@ This file provides guidance to Claude Code (claude.ai/code) when working with co
 
 ## Project Overview
 
-**Alta Video Player (WebAVP)** — a web-based surveillance video player for Alta/Ava Security camera exports. Users drag-drop video files or ZIP archives (including AES-256 encrypted ones) and get a multi-camera synchronized playback experience with timeline, digital zoom, cryptographic integrity verification, and automatic motion analytics.
+**Alta Video Player (WebAVP)** — a web-based surveillance video player for Alta/Ava Security camera exports. Users drag-drop video files or ZIP archives (including AES-256 encrypted ones) and get a multi-camera synchronized playback experience with timeline, digital zoom, and cryptographic integrity verification.
 
 ## Running the App
 
+Desktop mode:
+
+```bash
+npm install
+npm start
+```
+
+Web/Python mode:
+
 ```bash
 python3 app.py
 # Serves on http://0.0.0.0:5152
 ```
 
-No build step. No dependencies needed at runtime — `app.py` uses only Python stdlib (`http.server`). The `requirements.txt` (flask, requests, gunicorn) is vestigial; the server was rewritten to pure stdlib.
+The Python server uses only stdlib modules. Electron dependencies are managed through `package.json` and `package-lock.json`.
+
+Checks:
+
+```bash
+npm run check
+xvfb-run -a npm run smoke
+```
 
 ## Architecture
 
@@ -26,73 +42,31 @@ Minimal HTTP server with three routes:
 
 ### Frontend (`templates/index.html`)
 
-Single self-contained HTML file (~5000 lines) with inline CSS and JavaScript in an IIFE. This is the entire application — there is no framework, no build system, no separate JS modules.
+Single self-contained HTML file (~4000 lines) with inline CSS and JavaScript in an IIFE. This is the entire application — there is no framework, no build system, no separate JS modules.
 
-**State model:** Global `channels` Map keyed by channel name. Each channel holds segments (video blobs + time ranges), metadata, DOM references, color, and zoom state. Global timeline state (`globalStart`, `globalEnd`, `currentTime`) synchronizes all cameras. Motion analytics state lives in the `motionState` object.
+**State model:** Global `channels` Map keyed by channel name. Each channel holds segments (video blobs + time ranges), metadata, DOM references, color, and zoom state. Global timeline state (`globalStart`, `globalEnd`, `currentTime`) synchronizes all cameras.
 
 **Key subsystems:**
 - **File ingestion** — drag-drop files/folders, ZIP extraction (JSZip for plain, custom AES-256-CTR for encrypted), metadata pairing by base filename, concurrent import guard (`isImporting` flag)
 - **Multi-camera grid** — responsive CSS grid (1–9 cameras), drag-to-reorder, click-to-expand
 - **Playback engine** — `requestAnimationFrame` tick loop, per-channel segment visibility management, variable speed (0.25x–8x), frame stepping
-- **Timeline** — interactive scrub bar with zoom (mouse wheel), minimap, per-channel segment indicators with color-coded dots, motion heatmap row
+- **Timeline** — interactive scrub bar with zoom (mouse wheel), minimap, per-channel segment indicators with color-coded dots
 - **Digital zoom** — per-camera scroll-to-zoom (up to 10x) with click-drag panning
 - **Magnifier tool** — draw rectangle to zoom into region
 - **Slideshow mode** — animated grid showing only currently active feeds with transitions
-- **Motion analytics** — automatic background motion detection on load (see below)
 - **Integrity verification** — offline X.509 certificate parsing, RSASSA-PKCS1-v1_5 and ECDSA signature verification via Web Crypto API, optional cloud verification through `/api/verify-cert`
 - **Session persistence** — IndexedDB caching of video blobs and metadata for page refresh survival
 
 **External dependency:** `/static/jszip.min.js` (vendored, for unencrypted ZIP parsing).
 
-## Motion Analytics Subsystem
-
-Zero-dependency canvas-based motion detection that runs automatically when videos are loaded.
-
-### How it works
-1. **Auto-scan on load** — `scheduleAutoScan()` is called from `flushPending()` and `loadSessionData()` after videos finish loading. Debounced 800ms to batch all segments.
-2. **Dedicated scan videos** — scan creates temporary offscreen `<video>` elements per segment (with `preload='auto'` for fast seeking) that don't interfere with the playback engine. Each is destroyed after its segment is processed.
-3. **Pixel-diff at 160x120** — frames are drawn to a small offscreen canvas. Each pixel's RGB delta is compared against a threshold. Changed pixels are counted and mapped to a 10x8 hotspot grid.
-4. **Sensitivity slider (1–100)** — maps to two internal thresholds via `sensitivityToThresholds()`: `pixelThreshold` (how different a pixel must be) and `changeThreshold` (what % of pixels must change). Presets: Indoor (30), Default (40), Parking (45), Outdoor (55).
-5. **Motion clusters** — consecutive motion detections within `clusterGap` (5s) are merged into clusters with start/end times, peak change %, and hotspot data.
-6. **Results visualization** — motion heatmap row on timeline (purple/red intensity), clickable cluster markers, scrollable event cards in the analytics panel with hotspot mini-grids.
-
-### Key state: `motionState`
-- `sensitivity` (1–100), `scanInterval` (2s default), `clusterGap` (5s)
-- `detector.canvas` / `detector.ctx` — 160x120 offscreen canvas for pixel comparison
-- `detector.prevFrames` — Map of channelName → previous ImageData
-- `motionProfiles` — Map of channelName → array of `{ time, changePercent, hotspots, hasMotion }`
-- `motionClusters` — sorted array of `{ startTime, endTime, channelName, peakChange, ... }`
-- `isScanning` / `scanAbort` — scan lifecycle
-- `isMonitoring` — live monitor mode flag
-
-### Key functions
-- `detectMotion(videoEl, channelName)` — core pixel-diff, returns `{ hasMotion, changePercent, hotspots }`
-- `scanTimeline({ auto })` — full scan orchestrator, creates offscreen videos, yields to UI every 12 frames
-- `scheduleAutoScan()` — debounced auto-trigger after video load
-- `setScanUIState('scanning'|'idle')` — manages rail button grey-out and progress UI
-- `seekToMotion(direction)` — skip to next/previous motion cluster
-- `monitorTick(absTime)` — called from `tick()` during playback for live detection
-- `buildMotionClusters()` — post-scan cluster identification
-- `renderMotionResults()` — populates panel: sparkline, summary, event cards
-
-### UI elements
-- **Analytics panel** — right slide-out (400px), class `.analytics-panel`, toggled via `railAnalyticsBtn`
-- **Rail button** — greyed out with pulsing purple border (`.scanning` class) during auto-scan
-- **Skip-to-motion buttons** — `btnPrevMotion` / `btnNextMotion` in transport controls
-- **Keyboard shortcuts** — Shift+N (next motion), Shift+P (previous motion)
-
-### Two-tier distribution strategy
-The browser version provides motion detection only (zero dependencies, fully offline). A future downloadable local app will add:
-- Object classification via bundled ONNX/YOLO model (person/vehicle/animal detection)
-- BYOA (Bring Your Own Agent) cloud AI integration for scene understanding, license plates, cross-camera tracking
-- Optional local LLM support (Ollama) for fully offline AI reasoning
+Motion analytics were intentionally removed. Keep future work focused on core video player behavior unless the product direction changes.
 
 ## Memory Management
 
 Video elements must be properly destroyed to avoid browser memory exhaustion:
 - **`destroyVideoEl(videoEl)`** — pauses video, removes `src`, calls `.load()` to force browser to release buffered data. Must be called before removing video elements from DOM.
-- **`video.preload = 'metadata'`** — all playback videos use metadata-only preloading to avoid buffering entire files into RAM. Scan videos use `'auto'` temporarily and are destroyed after use.
-- **`newSession()`** — comprehensive teardown: stops scan/monitor, destroys all video elements, revokes all blob URLs, nulls blob references, releases WebGL contexts, clears all state.
+- **`video.preload = 'metadata'`** — all playback videos use metadata-only preloading to avoid buffering entire files into RAM.
+- **`newSession()`** — comprehensive teardown: destroys all video elements, revokes all blob URLs, nulls blob references, releases WebGL contexts, clears all state.
 - **`isImporting` guard** — prevents concurrent file imports which could cause race conditions and duplicate segments.
 - Slideshow video elements are destroyed on pane transitions and when slideshow is toggled off.
 
@@ -102,6 +76,5 @@ Video elements must be properly destroyed to avoid browser memory exhaustion:
 - Video elements are created on-demand and hidden (not removed) for performance
 - Segment visibility is recalculated every animation frame during playback
 - The `batchingSegments` flag defers rendering during bulk file imports
-- Keyboard shortcuts are defined inline (Space=play/pause, arrows=seek, S=slideshow, M=magnifier, F=fullscreen, [/]=speed, 0=reset zoom, Shift+N/P=skip motion)
-- Motion scan runs automatically on load — the analytics rail button is disabled until scan completes
-- Right-side panels (log, analytics) auto-close when the other opens
+- Keyboard shortcuts are defined inline (Space=play/pause, arrows=seek, S=slideshow, M=magnifier, F=fullscreen, [/]=speed, 0=reset zoom)
+- Right-side panel (log) is the only slide-out; opening it does not affect other panels
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..6c5be1b
--- /dev/null
+++ b/README.md
@@ -0,0 +1,52 @@
+# Alta Video Player (WebAVP)
+
+WebAVP is a local player for Alta/Ava Security camera exports. It focuses on core review workflows: importing video exports, synchronizing multiple cameras on one timeline, zooming into footage, and validating export integrity.
+
+The app can run in two modes:
+
+## Core Features
+
+- Drag/drop individual video and metadata files, folders, or ZIP archives
+- Import unencrypted ZIPs through vendored JSZip
+- Import AES-encrypted ZIP exports with an in-app password prompt
+- Synchronize multiple camera segments on a shared timeline
+- Scrub, zoom, pan, change playback speed, and frame-step footage
+- Reorder, hide/show, expand, and manually lay out camera tiles
+- Use region zoom, scroll zoom, and fisheye dewarp tools
+- Verify signed exports offline and optionally confirm certificates with Alta's cloud verification endpoint
+- Preserve sessions across refreshes with IndexedDB
+
+## Standalone desktop app (Electron)
+
+```bash
+npm install
+npm start
+```
+
+The Electron shell loads the existing UI through the custom `webavp://app/` protocol, so local assets are served from the packaged app instead of brittle `file://` paths. Certificate verification is bridged through Electron IPC (`window.webavpNative.verifyCertificateOnline`) and performed in the main process.
+
+Packaging scripts are included:
+
+```bash
+npm run dist
+```
+
+`electron-builder` is configured for Linux AppImage/deb, macOS dmg, and Windows nsis. Cross-platform packaging still needs to be run on the target OS/build host.
+
+## Web/Python mode
+
+```bash
+python3 app.py
+# http://0.0.0.0:5152
+```
+
+The Python stdlib server serves `/`, `/static/*`, and `/api/verify-cert`. There are no Python package dependencies.
+
+## Checks
+
+```bash
+npm run check
+xvfb-run -a npm run smoke
+```
+
+`check` runs Electron main/preload syntax checks and `py_compile` for the Python server. `smoke` starts Electron, waits for `webavp://app/index.html` to finish loading, then exits automatically. On a desktop session, `npm run smoke` is enough; on headless Linux, use `xvfb-run -a npm run smoke`.
diff --git a/app.py b/app.py
index 18447e6..b618977 100644
--- a/app.py
+++ b/app.py
@@ -1,5 +1,5 @@
 #!/usr/bin/env python3
-"""Alta Video Player — lightweight HTTPS server using only Python stdlib."""
+"""Alta Video Player — lightweight HTTP server using only Python stdlib."""
 
 import json
 import mimetypes
diff --git a/design.md b/design.md
index 0ea0051..8d33b23 100644
--- a/design.md
+++ b/design.md
@@ -72,8 +72,7 @@
 | `--status-error`   | `#DE1111` | Error, failed, disconnected, destructive actions   |
 | `--status-warning` | `#EAA301` | Warning, caution, pending, needs attention         |
 | `--status-info`    | `#8D9399` | Informational, neutral, secondary indicators       |
-| `--status-purple`  | `#8957E5` | Special category badges, analytics                 |
-| `--status-motion`  | `#A855F7` | Activity, progress, event indicators               |
+| `--status-purple`  | `#8957E5` | Special category badges                            |
 
 ### 1.6 Overlays
 
@@ -273,7 +272,6 @@ All motion is functional. No decorative animation.
   --status-warning: #EAA301;
   --status-info: #8D9399;
   --status-purple: #8957E5;
-  --status-motion: #A855F7;
 
   /* Overlays */
   --overlay-dark: rgba(18, 24, 38, 0.60);
diff --git a/electron/main.js b/electron/main.js
new file mode 100644
index 0000000..ab62977
--- /dev/null
+++ b/electron/main.js
@@ -0,0 +1,182 @@
+const { app, BrowserWindow, ipcMain, net, protocol, shell } = require('electron');
+const fs = require('node:fs/promises');
+const path = require('node:path');
+
+const APP_SCHEME = 'webavp';
+const ROOT_DIR = path.resolve(__dirname, '..');
+const TEMPLATE_DIR = path.join(ROOT_DIR, 'templates');
+const STATIC_DIR = path.join(ROOT_DIR, 'static');
+
+if (process.env.WEBAVP_DISABLE_GPU === '1') {
+  app.disableHardwareAcceleration();
+}
+
+protocol.registerSchemesAsPrivileged([
+  {
+    scheme: APP_SCHEME,
+    privileges: {
+      standard: true,
+      secure: true,
+      supportFetchAPI: true,
+      corsEnabled: true,
+      stream: true,
+    },
+  },
+]);
+
+function contentTypeFor(filePath) {
+  const ext = path.extname(filePath).toLowerCase();
+  switch (ext) {
+    case '.html': return 'text/html; charset=utf-8';
+    case '.js': return 'text/javascript; charset=utf-8';
+    case '.css': return 'text/css; charset=utf-8';
+    case '.json': return 'application/json; charset=utf-8';
+    case '.svg': return 'image/svg+xml';
+    case '.png': return 'image/png';
+    case '.jpg':
+    case '.jpeg': return 'image/jpeg';
+    case '.webp': return 'image/webp';
+    case '.mp4': return 'video/mp4';
+    case '.webm': return 'video/webm';
+    default: return 'application/octet-stream';
+  }
+}
+
+function safeJoin(baseDir, requestPath) {
+  const decoded = decodeURIComponent(requestPath);
+  const normalized = path.normalize(decoded).replace(/^([/\\])+/, '');
+  const resolved = path.resolve(baseDir, normalized);
+  const base = path.resolve(baseDir);
+  if (resolved !== base && !resolved.startsWith(base + path.sep)) {
+    throw new Error('Path traversal blocked');
+  }
+  return resolved;
+}
+
+async function serveFile(filePath) {
+  try {
+    const data = await fs.readFile(filePath);
+    return new Response(data, {
+      headers: { 'content-type': contentTypeFor(filePath) },
+    });
+  } catch (err) {
+    if (err && err.code === 'ENOENT') {
+      return new Response('Not found', { status: 404 });
+    }
+    console.error('[WebAVP] app protocol error:', err);
+    return new Response('Internal server error', { status: 500 });
+  }
+}
+
+function registerAppProtocol() {
+  protocol.handle(APP_SCHEME, async (request) => {
+    const url = new URL(request.url);
+    if (url.hostname !== 'app') {
+      return new Response('Unknown host', { status: 404 });
+    }
+
+    if (url.pathname === '/' || url.pathname === '/index.html') {
+      return serveFile(path.join(TEMPLATE_DIR, 'index.html'));
+    }
+
+    if (url.pathname.startsWith('/static/')) {
+      try {
+        const relativeStaticPath = url.pathname.slice('/static/'.length);
+        return serveFile(safeJoin(STATIC_DIR, relativeStaticPath));
+      } catch (err) {
+        return new Response('Forbidden', { status: 403 });
+      }
+    }
+
+    return new Response('Not found', { status: 404 });
+  });
+}
+
+async function verifyCertificateOnline(_event, { serial, certificateHash } = {}) {
+  if (!serial || !certificateHash) {
+    return { verified: false, error: 'Missing parameters' };
+  }
+
+  const params = new URLSearchParams({
+    serial: String(serial).toLowerCase(),
+    certificateHash: String(certificateHash),
+  });
+  const url = `https://aware.avasecurity.com/api/v1/public/verifyServerCertificate?${params.toString()}`;
+
+  try {
+    const response = await net.fetch(url, { method: 'GET' });
+    if (response.ok) {
+      return { verified: true };
+    }
+    return { verified: false, error: `HTTP ${response.status}` };
+  } catch (err) {
+    return { verified: false, error: err.message || 'Certificate verification request failed' };
+  }
+}
+
+function createWindow() {
+  const win = new BrowserWindow({
+    width: 1440,
+    height: 960,
+    minWidth: 1024,
+    minHeight: 720,
+    backgroundColor: '#121826',
+    title: 'Alta Video Player',
+    webPreferences: {
+      preload: path.join(__dirname, 'preload.js'),
+      contextIsolation: true,
+      nodeIntegration: false,
+      sandbox: true,
+    },
+  });
+
+  win.loadURL(`${APP_SCHEME}://app/index.html`);
+
+  if (process.env.WEBAVP_SMOKE_QUIT_AFTER_MS) {
+    const quitAfterMs = Number(process.env.WEBAVP_SMOKE_QUIT_AFTER_MS);
+    win.webContents.once('did-finish-load', async () => {
+      try {
+        const result = await win.webContents.executeJavaScript(`({
+          title: document.title,
+          hasJsZip: typeof window.JSZip === 'function',
+          hasNativeBridge: !!window.webavpNative?.verifyCertificateOnline
+        })`);
+        if (result.title !== 'Alta Video Player' || !result.hasJsZip || !result.hasNativeBridge) {
+          console.error('[WebAVP] Electron smoke checks failed:', JSON.stringify(result));
+          app.exit(1);
+          return;
+        }
+        console.log('[WebAVP] Electron smoke loaded webavp://app/index.html with JSZip and native bridge');
+        setTimeout(() => app.quit(), Number.isFinite(quitAfterMs) ? quitAfterMs : 250);
+      } catch (err) {
+        console.error('[WebAVP] Electron smoke failed:', err);
+        app.exit(1);
+      }
+    });
+    win.webContents.once('did-fail-load', (_event, errorCode, errorDescription, validatedURL) => {
+      console.error(`[WebAVP] Electron smoke failed to load ${validatedURL}: ${errorCode} ${errorDescription}`);
+      app.exit(1);
+    });
+  }
+
+  win.webContents.setWindowOpenHandler(({ url }) => {
+    shell.openExternal(url);
+    return { action: 'deny' };
+  });
+
+  return win;
+}
+
+app.whenReady().then(() => {
+  registerAppProtocol();
+  ipcMain.handle('certificate:verify-online', verifyCertificateOnline);
+  createWindow();
+
+  app.on('activate', () => {
+    if (BrowserWindow.getAllWindows().length === 0) createWindow();
+  });
+});
+
+app.on('window-all-closed', () => {
+  if (process.platform !== 'darwin') app.quit();
+});
diff --git a/electron/preload.js b/electron/preload.js
new file mode 100644
index 0000000..a168852
--- /dev/null
+++ b/electron/preload.js
@@ -0,0 +1,8 @@
+const { contextBridge, ipcRenderer } = require('electron');
+
+contextBridge.exposeInMainWorld('webavpNative', {
+  isElectron: true,
+  verifyCertificateOnline({ serial, certificateHash }) {
+    return ipcRenderer.invoke('certificate:verify-online', { serial, certificateHash });
+  },
+});
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..a1f1cd2
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,4102 @@
+{
+  "name": "webavp-desktop",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "webavp-desktop",
+      "version": "0.1.0",
+      "devDependencies": {
+        "electron": "^31.7.7",
+        "electron-builder": "^24.13.3"
+      }
+    },
+    "node_modules/@develar/schema-utils": {
+      "version": "2.6.5",
+      "resolved": "https://registry.npmjs.org/@develar/schema-utils/-/schema-utils-2.6.5.tgz",
+      "integrity": "sha512-0cp4PsWQ/9avqTVMCtZ+GirikIA36ikvjtHweU4/j8yLtgObI0+JUPhYFScgwlteveGB1rt3Cm8UhN04XayDig==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ajv": "^6.12.0",
+        "ajv-keywords": "^3.4.1"
+      },
+      "engines": {
+        "node": ">= 8.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/webpack"
+      }
+    },
+    "node_modules/@electron/asar": {
+      "version": "3.4.1",
+      "resolved": "https://registry.npmjs.org/@electron/asar/-/asar-3.4.1.tgz",
+      "integrity": "sha512-i4/rNPRS84t0vSRa2HorerGRXWyF4vThfHesw0dmcWHp+cspK743UanA0suA5Q5y8kzY2y6YKrvbIUn69BCAiA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "commander": "^5.0.0",
+        "glob": "^7.1.6",
+        "minimatch": "^3.0.4"
+      },
+      "bin": {
+        "asar": "bin/asar.js"
+      },
+      "engines": {
+        "node": ">=10.12.0"
+      }
+    },
+    "node_modules/@electron/asar/node_modules/brace-expansion": {
+      "version": "1.1.14",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.14.tgz",
+      "integrity": "sha512-MWPGfDxnyzKU7rNOW9SP/c50vi3xrmrua/+6hfPbCS2ABNWfx24vPidzvC7krjU/RTo235sV776ymlsMtGKj8g==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "balanced-match": "^1.0.0",
+        "concat-map": "0.0.1"
+      }
+    },
+    "node_modules/@electron/asar/node_modules/minimatch": {
+      "version": "3.1.5",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.5.tgz",
+      "integrity": "sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w==",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "brace-expansion": "^1.1.7"
+      },
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/@electron/get": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/@electron/get/-/get-2.0.3.tgz",
+      "integrity": "sha512-Qkzpg2s9GnVV2I2BjRksUi43U5e6+zaQMcjoJy0C+C5oxaKl+fmckGDQFtRpZpZV0NQekuZZ+tGz7EA9TVnQtQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "debug": "^4.1.1",
+        "env-paths": "^2.2.0",
+        "fs-extra": "^8.1.0",
+        "got": "^11.8.5",
+        "progress": "^2.0.3",
+        "semver": "^6.2.0",
+        "sumchecker": "^3.0.1"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "optionalDependencies": {
+        "global-agent": "^3.0.0"
+      }
+    },
+    "node_modules/@electron/notarize": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/@electron/notarize/-/notarize-2.2.1.tgz",
+      "integrity": "sha512-aL+bFMIkpR0cmmj5Zgy0LMKEpgy43/hw5zadEArgmAMWWlKc5buwFvFT9G/o/YJkvXAJm5q3iuTuLaiaXW39sg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "debug": "^4.1.1",
+        "fs-extra": "^9.0.1",
+        "promise-retry": "^2.0.1"
+      },
+      "engines": {
+        "node": ">= 10.0.0"
+      }
+    },
+    "node_modules/@electron/notarize/node_modules/fs-extra": {
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+        "lodash.difference": "^4.5.0",
+        "lodash.flatten": "^4.4.0",
+        "lodash.isplainobject": "^4.0.6",
+        "lodash.union": "^4.6.0",
+        "normalize-path": "^3.0.0",
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+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..c206eac
--- /dev/null
+++ b/package.json
@@ -0,0 +1,41 @@
+{
+  "name": "webavp-desktop",
+  "version": "0.1.0",
+  "private": true,
+  "description": "Standalone desktop shell for Alta Video Player.",
+  "main": "electron/main.js",
+  "scripts": {
+    "start": "electron .",
+    "check": "node --check electron/main.js && node --check electron/preload.js && python3 -m py_compile app.py",
+    "smoke": "WEBAVP_DISABLE_GPU=1 WEBAVP_SMOKE_QUIT_AFTER_MS=250 electron .",
+    "dist": "electron-builder"
+  },
+  "devDependencies": {
+    "electron": "^31.7.7",
+    "electron-builder": "^24.13.3"
+  },
+  "build": {
+    "appId": "com.alta.webavp",
+    "productName": "Alta Video Player",
+    "files": [
+      "electron/**",
+      "static/**",
+      "templates/**",
+      "package.json"
+    ],
+    "linux": {
+      "target": [
+        "AppImage",
+        "deb"
+      ],
+      "category": "AudioVideo"
+    },
+    "mac": {
+      "target": "dmg",
+      "category": "public.app-category.video"
+    },
+    "win": {
+      "target": "nsis"
+    }
+  }
+}
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index e3562d5..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-flask
-requests
-gunicorn
diff --git a/templates/index.html b/templates/index.html
index 619ca98..962d44c 100644
--- a/templates/index.html
+++ b/templates/index.html
@@ -43,7 +43,6 @@
     --status-warning: #EAA301;
     --status-info: #8D9399;
     --status-purple: #8957E5;
-    --status-motion: #A855F7;
 
     /* Overlays */
     --overlay-dark: rgba(18, 24, 38, 0.60);
@@ -713,211 +712,6 @@
   .layout-device-item .dev-toggle svg { width: 16px; height: 16px; fill: currentColor; }
   .layout-device-empty { padding: 24px; text-align: center; color: var(--text-muted); font-size: 12px; }
 
-  /* ─── Analytics (Motion) Panel ─── */
-  .analytics-panel {
-    position: fixed; right: 0; top: 0; width: 400px; height: 100vh;
-    background: var(--bg-app); border-left: 1px solid var(--border-default);
-    z-index: 150; display: flex; flex-direction: column;
-    transform: translateX(0); transition: transform 0.2s ease-out;
-  }
-  .analytics-panel.hidden { transform: translateX(100%); pointer-events: none; }
-  .analytics-panel-header {
-    display: flex; align-items: center; justify-content: space-between;
-    padding: 14px 16px; border-bottom: 1px solid var(--border-default); flex-shrink: 0;
-  }
-  .analytics-panel-header h2 {
-    font-size: 13px; font-weight: 600; display: flex; align-items: center; gap: 8px;
-    color: var(--text-primary);
-  }
-  .analytics-panel-header h2 svg { width: 16px; height: 16px; fill: var(--status-motion); }
-
-  .analytics-section {
-    padding: 12px 16px; border-bottom: 1px solid var(--border-default);
-  }
-  .analytics-section-title {
-    font-size: 10px; font-weight: 600; text-transform: uppercase;
-    letter-spacing: 1px; color: var(--text-muted); margin-bottom: 10px;
-  }
-
-  /* Sensitivity slider */
-  .sensitivity-row {
-    display: flex; align-items: center; gap: 10px; margin-bottom: 8px;
-  }
-  .sensitivity-row label { font-size: 11px; color: var(--text-secondary); white-space: nowrap; min-width: 28px; }
-  .sensitivity-slider {
-    -webkit-appearance: none; appearance: none;
-    flex: 1; height: 4px; border-radius: 2px;
-    background: linear-gradient(to right, var(--bg-button) 0%, var(--status-motion) 100%);
-    outline: none; cursor: pointer;
-  }
-  .sensitivity-slider::-webkit-slider-thumb {
-    -webkit-appearance: none; appearance: none;
-    width: 14px; height: 14px; border-radius: 50%;
-    background: var(--text-primary); cursor: pointer;
-    border: 2px solid var(--status-motion);
-    box-shadow: 0 0 4px rgba(168, 85, 247, 0.4);
-  }
-  .sensitivity-slider::-moz-range-thumb {
-    width: 14px; height: 14px; border-radius: 50%;
-    background: var(--text-primary); cursor: pointer;
-    border: 2px solid var(--status-motion);
-    box-shadow: 0 0 4px rgba(168, 85, 247, 0.4);
-  }
-  .sensitivity-value {
-    font-size: 11px; color: var(--status-motion); font-weight: 600;
-    min-width: 24px; text-align: right; font-family: monospace;
-  }
-
-  .sensitivity-presets {
-    display: flex; gap: 6px; margin-bottom: 8px;
-  }
-  .sensitivity-preset-btn {
-    flex: 1; padding: 5px 4px; background: var(--bg-button); border: 1px solid transparent;
-    border-radius: var(--radius-sm); cursor: pointer; color: var(--text-secondary);
-    font-size: 10px; font-weight: 500; font-family: inherit;
-    transition: all 0.15s ease-out; text-align: center;
-  }
-  .sensitivity-preset-btn:hover { background: var(--bg-button-hover); color: var(--text-primary); }
-  .sensitivity-preset-btn.active { background: var(--accent-primary-muted); border-color: var(--status-motion); color: var(--status-motion); }
-
-  .sensitivity-preview {
-    font-size: 11px; color: var(--text-muted); padding: 4px 0;
-    font-family: monospace;
-  }
-  .sensitivity-preview .motion-pct { color: var(--status-motion); font-weight: 600; }
-
-  /* Scan controls */
-  .scan-controls { display: flex; gap: 8px; margin-bottom: 8px; }
-  .scan-btn {
-    flex: 1; padding: 8px 12px; border-radius: var(--radius-md); border: none;
-    cursor: pointer; font-size: 12px; font-weight: 500; font-family: inherit;
-    display: flex; align-items: center; justify-content: center; gap: 6px;
-    transition: all 0.15s ease-out;
-  }
-  .scan-btn-primary { background: var(--status-motion); color: #fff; }
-  .scan-btn-primary:hover { filter: brightness(1.15); }
-  .scan-btn-primary:disabled { opacity: 0.5; cursor: not-allowed; filter: none; }
-  .scan-btn-stop { background: var(--status-error); color: #fff; display: none; }
-  .scan-btn-stop:hover { filter: brightness(1.15); }
-  .scan-btn-monitor { background: var(--bg-button); color: var(--text-primary); }
-  .scan-btn-monitor:hover { background: var(--bg-button-hover); }
-  .scan-btn-monitor.active { background: var(--status-motion); color: #fff; }
-
-  .scan-progress { display: none; margin-bottom: 4px; }
-  .scan-progress-bar {
-    height: 4px; border-radius: 2px; background: var(--bg-button); overflow: hidden;
-  }
-  .scan-progress-fill {
-    height: 100%; background: var(--status-motion); border-radius: 2px;
-    transition: width 0.2s ease-out; width: 0%;
-  }
-  .scan-progress-label {
-    display: flex; justify-content: space-between;
-    font-size: 10px; color: var(--text-muted); margin-top: 4px;
-  }
-
-  /* Activity summary */
-  .activity-summary { display: none; }
-  .activity-sparkline {
-    display: flex; align-items: flex-end; height: 24px; gap: 1px; margin-bottom: 6px;
-  }
-  .activity-sparkline .spark-bar {
-    flex: 1; min-width: 2px; background: var(--status-motion);
-    border-radius: 1px 1px 0 0; opacity: 0.6;
-    transition: opacity 0.15s;
-  }
-  .activity-sparkline .spark-bar:hover { opacity: 1; }
-  .activity-summary-text {
-    font-size: 11px; color: var(--text-muted); line-height: 1.5;
-  }
-
-  /* Motion events list */
-  .motion-events-list {
-    flex: 1; overflow-y: auto; padding: 8px 12px;
-    scrollbar-width: thin; scrollbar-color: var(--border-default) transparent;
-  }
-  .motion-events-list::-webkit-scrollbar { width: 5px; }
-  .motion-events-list::-webkit-scrollbar-track { background: transparent; }
-  .motion-events-list::-webkit-scrollbar-thumb { background: var(--border-default); border-radius: 3px; }
-
-  .motion-event-card {
-    display: flex; align-items: flex-start; gap: 8px; padding: 8px 10px;
-    border-radius: var(--radius-sm); cursor: pointer;
-    transition: background 0.1s; border-left: 3px solid var(--status-motion);
-    margin-bottom: 4px;
-  }
-  .motion-event-card:hover { background: var(--bg-surface-hover); }
-  .motion-event-info { flex: 1; min-width: 0; }
-  .motion-event-header {
-    display: flex; align-items: center; justify-content: space-between;
-    margin-bottom: 2px;
-  }
-  .motion-event-time { font-size: 11px; font-weight: 500; color: var(--text-primary); font-family: monospace; }
-  .motion-event-pct { font-size: 10px; font-weight: 600; color: var(--status-motion); font-family: monospace; }
-  .motion-event-camera { font-size: 10px; color: var(--text-muted); margin-bottom: 4px; }
-  .motion-event-hotspot {
-    display: grid; grid-template-columns: repeat(10, 1fr); grid-template-rows: repeat(8, 1fr);
-    gap: 1px; width: 60px; height: 32px;
-  }
-  .motion-event-hotspot .hs-cell {
-    border-radius: 1px;
-    background: var(--bg-button);
-  }
-  .motion-event-jump {
-    padding: 3px 8px; background: var(--bg-button); border: none;
-    border-radius: var(--radius-sm); color: var(--text-secondary);
-    cursor: pointer; font-size: 10px; font-family: inherit;
-    transition: all 0.15s; flex-shrink: 0; align-self: center;
-  }
-  .motion-event-jump:hover { background: var(--bg-button-hover); color: var(--text-primary); }
-
-  .motion-events-empty {
-    display: flex; align-items: center; justify-content: center;
-    height: 100px; color: var(--text-muted); font-size: 12px;
-  }
-
-  /* Analytics panel footer */
-  .analytics-footer {
-    padding: 12px 16px; border-top: 1px solid var(--border-default);
-    flex-shrink: 0;
-  }
-  .analytics-footer-actions { display: flex; gap: 6px; margin-bottom: 10px; }
-  .analytics-footer-actions button {
-    background: var(--bg-button); border: none; border-radius: var(--radius-sm);
-    color: var(--text-secondary); cursor: pointer; font-size: 11px; padding: 4px 10px;
-    font-family: inherit; transition: background 0.15s ease-out;
-  }
-  .analytics-footer-actions button:hover { background: var(--bg-button-hover); color: var(--text-primary); }
-
-  .analytics-teaser {
-    padding: 10px 12px; background: var(--bg-surface); border-radius: var(--radius-md);
-    border: 1px solid var(--border-default);
-  }
-  .analytics-teaser-title {
-    font-size: 11px; font-weight: 600; color: var(--text-primary); margin-bottom: 4px;
-    display: flex; align-items: center; gap: 6px;
-  }
-  .analytics-teaser-text { font-size: 10px; color: var(--text-muted); line-height: 1.5; }
-
-  /* Skip-to-motion buttons in transport */
-  .btn-skip-motion svg { fill: var(--status-motion); }
-
-  /* Scanning indicator on rail button */
-  .rail-btn.scanning {
-    position: relative;
-  }
-  .rail-btn.scanning::after {
-    content: '';
-    position: absolute; inset: 4px;
-    border-radius: var(--radius-sm);
-    border: 2px solid var(--status-motion);
-    animation: scan-pulse 1.2s ease-in-out infinite;
-    pointer-events: none;
-  }
-  @keyframes scan-pulse {
-    0%, 100% { opacity: 0.3; }
-    50% { opacity: 1; }
-  }
 </style>
 </head>
 <body>
@@ -931,9 +725,6 @@
   <button class="rail-btn" title="Grid Layout" id="railGridBtn">
     <svg viewBox="0 0 24 24"><path d="M3 3v8h8V3H3zm6 6H5V5h4v4zm-6 4v8h8v-8H3zm6 6H5v-4h4v4zm4-16v8h8V3h-8zm6 6h-4V5h4v4zm-6 4v8h8v-8h-8zm6 6h-4v-4h4v4z"/></svg>
   </button>
-  <button class="rail-btn" title="Motion Analytics" id="railAnalyticsBtn">
-    <svg viewBox="0 0 24 24"><path d="M3 13h2v-2H3v2zm0 4h2v-2H3v2zm0-8h2V7H3v2zm4 4h14v-2H7v2zm0 4h14v-2H7v2zM7 7v2h14V7H7z"/></svg>
-  </button>
   <div class="rail-sep"></div>
   <button class="rail-btn" title="Activity Log" id="railLogBtn">
     <svg viewBox="0 0 24 24"><path d="M14 2H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V8l-6-6zm2 16H8v-2h8v2zm0-4H8v-2h8v2zm-3-5V3.5L18.5 9H13z"/></svg>
@@ -1027,13 +818,6 @@
         <button class="btn btn-icon" id="btnSkipFwd" title="Skip forward 10s (Shift+Right)">
           <svg viewBox="0 0 24 24"><path d="M12.01 5V1l5 5-5 5V7c-3.31 0-6 2.69-6 6s2.69 6 6 6 6-2.69 6-6h2c0 4.42-3.58 8-8 8s-8-3.58-8-8 3.58-8 8-8z"/></svg>
         </button>
-        <span style="width:1px;height:18px;background:var(--border-default);margin:0 4px;flex-shrink:0;"></span>
-        <button class="btn btn-icon btn-skip-motion" id="btnPrevMotion" title="Previous motion event (Shift+P)">
-          <svg viewBox="0 0 24 24"><path d="M15.41 16.59L10.83 12l4.58-4.59L14 6l-6 6 6 6 1.41-1.41z"/></svg>
-        </button>
-        <button class="btn btn-icon btn-skip-motion" id="btnNextMotion" title="Next motion event (Shift+N)">
-          <svg viewBox="0 0 24 24"><path d="M8.59 16.59L13.17 12 8.59 7.41 10 6l6 6-6 6-1.41-1.41z"/></svg>
-        </button>
       </div>
       <div class="transport-right">
         <button class="btn btn-icon" id="btnSpeedDown" title="Slow down ([)">
@@ -1064,7 +848,6 @@
       <span><kbd>M</kbd> Region zoom</span>
       <span><kbd>Scroll</kbd> Zoom video</span>
       <span><kbd>0</kbd> Reset timeline zoom</span>
-      <span><kbd>Shift</kbd>+<kbd>N</kbd>/<kbd>P</kbd> Next/Prev motion</span>
       <span>Click camera to expand</span>
     </div>
   </div>
@@ -1093,87 +876,6 @@
   </div>
 </div>
 
-<div class="analytics-panel hidden" id="analyticsPanel">
-  <div class="analytics-panel-header">
-    <h2><svg viewBox="0 0 24 24"><path d="M3 13h2v-2H3v2zm0 4h2v-2H3v2zm0-8h2V7H3v2zm4 4h14v-2H7v2zm0 4h14v-2H7v2zM7 7v2h14V7H7z"/></svg> Motion Analytics</h2>
-    <div style="display:flex;gap:6px;">
-      <button id="analyticsCloseBtn" style="background:var(--bg-button);border:none;border-radius:var(--radius-sm);color:var(--text-secondary);cursor:pointer;font-size:11px;padding:4px 10px;font-family:inherit;">Close</button>
-    </div>
-  </div>
-
-  <div class="analytics-section">
-    <div class="analytics-section-title">Sensitivity</div>
-    <div class="sensitivity-row">
-      <label>Low</label>
-      <input type="range" class="sensitivity-slider" id="sensitivitySlider" min="1" max="100" value="40">
-      <label>High</label>
-      <span class="sensitivity-value" id="sensitivityValue">40</span>
-    </div>
-    <div class="sensitivity-presets" id="sensitivityPresets">
-      <button class="sensitivity-preset-btn" data-value="30">Indoor</button>
-      <button class="sensitivity-preset-btn active" data-value="40">Default</button>
-      <button class="sensitivity-preset-btn" data-value="55">Outdoor</button>
-      <button class="sensitivity-preset-btn" data-value="45">Parking</button>
-    </div>
-    <div class="sensitivity-preview" id="sensitivityPreview">
-      Current frame motion: <span class="motion-pct" id="liveMotionPct">--</span>
-    </div>
-  </div>
-
-  <div class="analytics-section">
-    <div class="analytics-section-title">Actions</div>
-    <div class="scan-controls">
-      <button class="scan-btn scan-btn-primary" id="btnScanTimeline" title="Re-scan with current sensitivity">
-        <svg viewBox="0 0 24 24" width="14" height="14" fill="currentColor"><path d="M17.65 6.35A7.958 7.958 0 0012 4c-4.42 0-7.99 3.58-7.99 8s3.57 8 7.99 8c3.73 0 6.84-2.55 7.73-6h-2.08A5.99 5.99 0 0112 18c-3.31 0-6-2.69-6-6s2.69-6 6-6c1.66 0 3.14.69 4.22 1.78L13 11h7V4l-2.35 2.35z"/></svg>
-        Rescan
-      </button>
-      <button class="scan-btn scan-btn-stop" id="btnScanStop">
-        <svg viewBox="0 0 24 24" width="14" height="14" fill="currentColor"><path d="M6 6h12v12H6z"/></svg>
-        Stop
-      </button>
-      <button class="scan-btn scan-btn-monitor" id="btnMonitor" title="Detect motion during playback">
-        Live
-      </button>
-    </div>
-    <div class="scan-progress" id="scanProgress">
-      <div class="scan-progress-bar">
-        <div class="scan-progress-fill" id="scanProgressFill"></div>
-      </div>
-      <div class="scan-progress-label">
-        <span id="scanProgressCamera">--</span>
-        <span id="scanProgressPct">0%</span>
-      </div>
-    </div>
-  </div>
-
-  <div class="analytics-section activity-summary" id="activitySummary">
-    <div class="analytics-section-title">Activity Summary</div>
-    <div class="activity-sparkline" id="activitySparkline"></div>
-    <div class="activity-summary-text" id="activitySummaryText"></div>
-  </div>
-
-  <div class="motion-events-list" id="motionEventsList">
-    <div class="motion-events-empty" id="motionEventsEmpty">
-      Motion scan runs automatically when videos load
-    </div>
-  </div>
-
-  <div class="analytics-footer">
-    <div class="analytics-footer-actions">
-      <button id="btnExportMotion">Export JSON</button>
-      <button id="btnClearMotion">Clear</button>
-    </div>
-    <div class="analytics-teaser">
-      <div class="analytics-teaser-title">
-        <svg viewBox="0 0 24 24" width="14" height="14" fill="var(--status-motion)"><path d="M12 1L3 5v6c0 5.55 3.84 10.74 9 12 5.16-1.26 9-6.45 9-12V5l-9-4z"/></svg>
-        Want AI-powered object detection?
-      </div>
-      <div class="analytics-teaser-text">
-        Download the local app for person, vehicle, and object detection powered by on-device AI. No internet required.
-      </div>
-    </div>
-  </div>
-</div>
 
 <div class="layout-panel hidden" id="layoutPanel">
   <div class="layout-panel-header">
@@ -1438,11 +1140,16 @@
     try {
       const hashBuf = await crypto.subtle.digest('SHA-256', certPemBytes);
       const hash = btoa(String.fromCharCode(...new Uint8Array(hashBuf)));
-      const url = `/api/verify-cert?serial=${encodeURIComponent(serial.toLowerCase())}&certificateHash=${encodeURIComponent(hash)}`;
 
+      if (window.webavpNative?.verifyCertificateOnline) {
+        return await window.webavpNative.verifyCertificateOnline({ serial, certificateHash: hash });
+      }
+
+      const url = `/api/verify-cert?serial=${encodeURIComponent(serial.toLowerCase())}&certificateHash=${encodeURIComponent(hash)}`;
       const res = await fetch(url);
       if (res.ok) {
-        return { verified: true };
+        const data = await res.json().catch(() => ({}));
+        return { verified: data.verified !== false, error: data.error };
       }
       return { verified: false, error: `HTTP ${res.status}` };
     } catch (err) {
@@ -1581,7 +1288,6 @@
         renderAll();
         showPlayer();
         if (signCerts.size > 0) runVerification();
-        scheduleAutoScan();
         return true;
       }
       return false;
@@ -1874,596 +1580,6 @@
     }
   }
 
-  // ─── Motion Analytics Panel ───
-  const analyticsPanel = document.getElementById('analyticsPanel');
-  const railAnalyticsBtn = document.getElementById('railAnalyticsBtn');
-  const sensitivitySlider = document.getElementById('sensitivitySlider');
-  const sensitivityValue = document.getElementById('sensitivityValue');
-  const sensitivityPresets = document.getElementById('sensitivityPresets');
-  const liveMotionPct = document.getElementById('liveMotionPct');
-  const btnScanTimeline = document.getElementById('btnScanTimeline');
-  const btnScanStop = document.getElementById('btnScanStop');
-  const btnMonitor = document.getElementById('btnMonitor');
-  const scanProgress = document.getElementById('scanProgress');
-  const scanProgressFill = document.getElementById('scanProgressFill');
-  const scanProgressCamera = document.getElementById('scanProgressCamera');
-  const scanProgressPct = document.getElementById('scanProgressPct');
-  const activitySummary = document.getElementById('activitySummary');
-  const activitySparkline = document.getElementById('activitySparkline');
-  const activitySummaryText = document.getElementById('activitySummaryText');
-  const motionEventsList = document.getElementById('motionEventsList');
-  const motionEventsEmpty = document.getElementById('motionEventsEmpty');
-
-  // Motion analytics state
-  const motionState = {
-    sensitivity: 40,
-    scanInterval: 2.0,
-    clusterGap: 5.0,
-    detector: {
-      canvas: document.createElement('canvas'),
-      ctx: null,
-      prevFrames: new Map(),
-    },
-    motionProfiles: new Map(),
-    motionClusters: [],
-    isScanning: false,
-    scanAbort: null,
-    isMonitoring: false,
-    monitorLastCapture: new Map(),
-    findings: [],
-  };
-  motionState.detector.canvas.width = 160;
-  motionState.detector.canvas.height = 120;
-  motionState.detector.ctx = motionState.detector.canvas.getContext('2d', { willReadFrequently: true });
-
-  // Sensitivity mapping
-  function sensitivityToThresholds(sliderValue) {
-    const t = sliderValue / 100;
-    const pixelThreshold = Math.round(120 - (105 * t));
-    const changeThreshold = 0.08 - (0.077 * t);
-    return { pixelThreshold, changeThreshold };
-  }
-
-  // Panel toggle
-  function toggleAnalyticsPanel(forceClose) {
-    if (forceClose) {
-      analyticsPanel.classList.add('hidden');
-    } else {
-      analyticsPanel.classList.toggle('hidden');
-      // Close log panel if analytics opens
-      if (!analyticsPanel.classList.contains('hidden') && !logPanel.classList.contains('hidden')) {
-        logPanel.classList.add('hidden');
-      }
-    }
-    railAnalyticsBtn.classList.toggle('active', !analyticsPanel.classList.contains('hidden'));
-  }
-
-  railAnalyticsBtn.addEventListener('click', () => toggleAnalyticsPanel());
-  document.getElementById('analyticsCloseBtn').addEventListener('click', () => toggleAnalyticsPanel(true));
-
-  // Sensitivity slider
-  sensitivitySlider.addEventListener('input', () => {
-    const val = parseInt(sensitivitySlider.value);
-    motionState.sensitivity = val;
-    sensitivityValue.textContent = val;
-    // Update preset buttons
-    sensitivityPresets.querySelectorAll('.sensitivity-preset-btn').forEach(b => {
-      b.classList.toggle('active', parseInt(b.dataset.value) === val);
-    });
-    updateLiveMotionPreview();
-  });
-
-  // Preset buttons
-  sensitivityPresets.addEventListener('click', (e) => {
-    const btn = e.target.closest('.sensitivity-preset-btn');
-    if (!btn) return;
-    const val = parseInt(btn.dataset.value);
-    sensitivitySlider.value = val;
-    motionState.sensitivity = val;
-    sensitivityValue.textContent = val;
-    sensitivityPresets.querySelectorAll('.sensitivity-preset-btn').forEach(b => b.classList.remove('active'));
-    btn.classList.add('active');
-    updateLiveMotionPreview();
-  });
-
-  // Persist sensitivity
-  const savedSensitivity = localStorage.getItem('avp_motion_sensitivity');
-  if (savedSensitivity) {
-    const val = parseInt(savedSensitivity);
-    sensitivitySlider.value = val;
-    motionState.sensitivity = val;
-    sensitivityValue.textContent = val;
-    sensitivityPresets.querySelectorAll('.sensitivity-preset-btn').forEach(b => {
-      b.classList.toggle('active', parseInt(b.dataset.value) === val);
-    });
-  }
-  sensitivitySlider.addEventListener('change', () => {
-    localStorage.setItem('avp_motion_sensitivity', motionState.sensitivity);
-  });
-
-  // Live motion preview — detect motion on current frame
-  function updateLiveMotionPreview() {
-    if (channels.size === 0) { liveMotionPct.textContent = '--'; return; }
-    // Use first visible channel with an active segment
-    for (const ch of channels.values()) {
-      if (ch.activeSegIdx >= 0 && ch.segments[ch.activeSegIdx] && ch.segments[ch.activeSegIdx].videoEl) {
-        const result = detectMotion(ch.segments[ch.activeSegIdx].videoEl, ch.name);
-        if (result !== null) {
-          liveMotionPct.textContent = result.changePercent.toFixed(1) + '%';
-          liveMotionPct.style.color = result.hasMotion ? 'var(--status-motion)' : 'var(--text-muted)';
-          return;
-        }
-      }
-    }
-    liveMotionPct.textContent = '--';
-  }
-
-  // Core motion detection — canvas pixel-diff
-  function detectMotion(videoEl, channelName) {
-    if (!videoEl || videoEl.readyState < 2) return null;
-    const det = motionState.detector;
-    const w = det.canvas.width, h = det.canvas.height;
-    det.ctx.drawImage(videoEl, 0, 0, w, h);
-    const currentData = det.ctx.getImageData(0, 0, w, h);
-    const prevData = det.prevFrames.get(channelName);
-    det.prevFrames.set(channelName, currentData);
-    if (!prevData) return { hasMotion: false, changePercent: 0, hotspots: new Uint8Array(80) };
-
-    const { pixelThreshold, changeThreshold } = sensitivityToThresholds(motionState.sensitivity);
-    const cur = currentData.data;
-    const prev = prevData.data;
-    const totalPixels = w * h;
-    let changedPixels = 0;
-    const hotspots = new Uint8Array(80); // 10 cols x 8 rows
-    const cellW = w / 10, cellH = h / 8;
-    const cellPixelCounts = new Uint16Array(80);
-
-    for (let i = 0; i < totalPixels; i++) {
-      const idx = i * 4;
-      const diff = Math.abs(cur[idx] - prev[idx]) + Math.abs(cur[idx+1] - prev[idx+1]) + Math.abs(cur[idx+2] - prev[idx+2]);
-      if (diff > pixelThreshold) {
-        changedPixels++;
-        const px = i % w, py = Math.floor(i / w);
-        const cx = Math.min(9, Math.floor(px / cellW));
-        const cy = Math.min(7, Math.floor(py / cellH));
-        cellPixelCounts[cy * 10 + cx]++;
-      }
-    }
-
-    // Normalize hotspot cells to 0-255
-    const cellTotal = Math.ceil(cellW) * Math.ceil(cellH);
-    for (let i = 0; i < 80; i++) {
-      hotspots[i] = Math.min(255, Math.round((cellPixelCounts[i] / cellTotal) * 255));
-    }
-
-    const changePercent = (changedPixels / totalPixels) * 100;
-    const hasMotion = changePercent > (changeThreshold * 100);
-    return { hasMotion, changePercent, hotspots };
-  }
-
-  // Seek a video element and wait for the frame to be ready
-  function seekVideo(videoEl, time) {
-    return new Promise(resolve => {
-      const clampedTime = Math.max(0, Math.min(time, videoEl.duration || 0));
-      if (Math.abs(videoEl.currentTime - clampedTime) < 0.05) { resolve(); return; }
-      const onSeeked = () => { videoEl.removeEventListener('seeked', onSeeked); resolve(); };
-      videoEl.addEventListener('seeked', onSeeked);
-      videoEl.currentTime = clampedTime;
-      setTimeout(resolve, 300); // fallback — don't hang forever
-    });
-  }
-
-  // Timeline scan — creates dedicated offscreen video elements for speed
-  async function scanTimeline(opts = {}) {
-    if (motionState.isScanning) return;
-    if (channels.size === 0) return;
-    const isAutoScan = opts.auto === true;
-    motionState.isScanning = true;
-    motionState.scanAbort = new AbortController();
-    motionState.motionProfiles.clear();
-    motionState.motionClusters = [];
-    motionState.findings = [];
-    motionState.detector.prevFrames.clear();
-
-    // UI updates
-    setScanUIState('scanning');
-    if (!isAutoScan) avpLog('info', 'Motion scan started');
-
-    const interval = motionState.scanInterval;
-    const channelList = [...channels.values()];
-    const totalSteps = channelList.reduce((sum, ch) => {
-      return sum + ch.segments.reduce((s, seg) => {
-        if (seg.startTime == null || seg.endTime == null) return s;
-        return s + Math.ceil((seg.endTime - seg.startTime) / interval);
-      }, 0);
-    }, 0);
-    let stepsDone = 0;
-
-    try {
-      for (const ch of channelList) {
-        if (motionState.scanAbort.signal.aborted) break;
-        scanProgressCamera.textContent = ch.name;
-        const profile = [];
-        motionState.detector.prevFrames.delete(ch.name);
-
-        for (const seg of ch.segments) {
-          if (motionState.scanAbort.signal.aborted) break;
-          if (seg.startTime == null || seg.endTime == null) continue;
-          if (!seg.url) continue;
-
-          // Create a dedicated offscreen video for scanning — doesn't interfere with playback
-          const scanVid = document.createElement('video');
-          scanVid.muted = true;
-          scanVid.preload = 'auto'; // intentional: scan video needs full buffering for fast seeks
-          scanVid.src = seg.url;
-
-          // Wait for enough data to seek
-          await new Promise((resolve, reject) => {
-            const onReady = () => { scanVid.removeEventListener('loadeddata', onReady); scanVid.removeEventListener('error', onErr); resolve(); };
-            const onErr = () => { scanVid.removeEventListener('loadeddata', onReady); scanVid.removeEventListener('error', onErr); reject(new Error('Video load failed')); };
-            scanVid.addEventListener('loadeddata', onReady);
-            scanVid.addEventListener('error', onErr);
-            if (scanVid.readyState >= 2) { resolve(); return; }
-          }).catch(() => {
-            stepsDone += Math.ceil((seg.endTime - seg.startTime) / interval);
-            return; // skip this segment
-          });
-
-          const segDuration = seg.endTime - seg.startTime;
-          const segSteps = Math.ceil(segDuration / interval);
-
-          for (let si = 0; si < segSteps; si++) {
-            if (motionState.scanAbort.signal.aborted) break;
-            const localTime = si * interval;
-            const absTime = seg.startTime + localTime;
-
-            await seekVideo(scanVid, localTime);
-            const result = detectMotion(scanVid, ch.name);
-            if (result) {
-              profile.push({ time: absTime, changePercent: result.changePercent, hotspots: result.hotspots, hasMotion: result.hasMotion });
-            }
-            stepsDone++;
-
-            // Update progress — batch UI updates for speed
-            if (stepsDone % 8 === 0 || si === segSteps - 1) {
-              const pct = totalSteps > 0 ? Math.round((stepsDone / totalSteps) * 100) : 0;
-              scanProgressFill.style.width = pct + '%';
-              scanProgressPct.textContent = pct + '%';
-              railAnalyticsBtn.title = `Scanning... ${pct}%`;
-            }
-
-            // Yield to UI periodically — every 12 frames keeps scan fast while UI responsive
-            if (stepsDone % 12 === 0) await new Promise(r => setTimeout(r, 0));
-          }
-
-          // Destroy the scan video to free memory immediately
-          destroyVideoEl(scanVid);
-        }
-        motionState.motionProfiles.set(ch.name, profile);
-      }
-
-      if (!motionState.scanAbort.signal.aborted) {
-        buildMotionClusters();
-        renderMotionResults();
-        renderTimeline();
-        const totalEvents = motionState.motionClusters.length;
-        avpLog('success', `Motion scan complete: ${totalEvents} event${totalEvents !== 1 ? 's' : ''} detected across ${channelList.length} camera(s)`);
-      }
-    } catch (err) {
-      if (err.name !== 'AbortError') avpLog('error', 'Scan error: ' + err.message);
-    } finally {
-      motionState.isScanning = false;
-      motionState.scanAbort = null;
-      setScanUIState('idle');
-    }
-  }
-
-  function stopScan() {
-    if (motionState.scanAbort) motionState.scanAbort.abort();
-  }
-
-  // Manage scan UI state + rail button appearance
-  function setScanUIState(state) {
-    if (state === 'scanning') {
-      btnScanTimeline.disabled = true;
-      btnScanTimeline.style.display = 'none';
-      btnScanStop.style.display = '';
-      scanProgress.style.display = '';
-      motionEventsEmpty.style.display = 'none';
-      motionEventsList.querySelectorAll('.motion-event-card').forEach(el => el.remove());
-      railAnalyticsBtn.classList.add('scanning');
-      railAnalyticsBtn.disabled = true;
-      railAnalyticsBtn.style.opacity = '0.5';
-      railAnalyticsBtn.style.pointerEvents = 'none';
-      railAnalyticsBtn.title = 'Scanning...';
-    } else {
-      btnScanTimeline.disabled = false;
-      btnScanTimeline.style.display = '';
-      btnScanStop.style.display = 'none';
-      scanProgress.style.display = 'none';
-      railAnalyticsBtn.classList.remove('scanning');
-      railAnalyticsBtn.disabled = false;
-      railAnalyticsBtn.style.opacity = '';
-      railAnalyticsBtn.style.pointerEvents = '';
-      railAnalyticsBtn.title = 'Motion Analytics';
-    }
-  }
-
-  // Auto-scan: triggered after videos finish loading
-  let autoScanTimer = null;
-  function scheduleAutoScan() {
-    // Debounce — wait a moment for all segments to finish loading
-    if (autoScanTimer) clearTimeout(autoScanTimer);
-    autoScanTimer = setTimeout(() => {
-      autoScanTimer = null;
-      if (channels.size > 0 && !motionState.isScanning) {
-        scanTimeline({ auto: true });
-      }
-    }, 800);
-  }
-
-  // Build motion clusters from profiles
-  function buildMotionClusters() {
-    motionState.motionClusters = [];
-    for (const [chName, profile] of motionState.motionProfiles) {
-      let cluster = null;
-      for (const pt of profile) {
-        if (!pt.hasMotion) {
-          if (cluster) {
-            motionState.motionClusters.push(cluster);
-            cluster = null;
-          }
-          continue;
-        }
-        if (cluster && (pt.time - cluster.endTime) <= motionState.clusterGap) {
-          cluster.endTime = pt.time;
-          cluster.peakChange = Math.max(cluster.peakChange, pt.changePercent);
-          cluster.totalChange += pt.changePercent;
-          cluster.frameCount++;
-          if (pt.changePercent > cluster.peakHotspotChange) {
-            cluster.peakHotspots = pt.hotspots;
-            cluster.peakHotspotChange = pt.changePercent;
-          }
-        } else {
-          if (cluster) motionState.motionClusters.push(cluster);
-          cluster = {
-            startTime: pt.time, endTime: pt.time,
-            channelName: chName, peakChange: pt.changePercent,
-            totalChange: pt.changePercent, frameCount: 1,
-            peakHotspots: pt.hotspots, peakHotspotChange: pt.changePercent,
-          };
-        }
-      }
-      if (cluster) motionState.motionClusters.push(cluster);
-    }
-    // Sort by time
-    motionState.motionClusters.sort((a, b) => a.startTime - b.startTime);
-  }
-
-  // Render motion results in the panel
-  function renderMotionResults() {
-    // Activity summary
-    activitySummary.style.display = '';
-    renderActivitySparkline();
-
-    const totalEvents = motionState.motionClusters.length;
-    const totalFrames = [...motionState.motionProfiles.values()].reduce((s, p) => s + p.length, 0);
-    const motionFrames = [...motionState.motionProfiles.values()].reduce((s, p) => s + p.filter(f => f.hasMotion).length, 0);
-    const staticPct = totalFrames > 0 ? Math.round((1 - motionFrames / totalFrames) * 100) : 0;
-    const camCount = motionState.motionProfiles.size;
-    activitySummaryText.textContent = `${totalEvents} motion event${totalEvents !== 1 ? 's' : ''} across ${camCount} camera${camCount !== 1 ? 's' : ''}. ${staticPct}% of footage is static.`;
-
-    // Events list
-    motionEventsList.querySelectorAll('.motion-event-card').forEach(el => el.remove());
-    motionEventsEmpty.style.display = totalEvents === 0 ? '' : 'none';
-
-    for (const cluster of motionState.motionClusters) {
-      const card = document.createElement('div');
-      card.className = 'motion-event-card';
-
-      const ch = channels.get(cluster.channelName);
-      if (ch) card.style.borderLeftColor = ch.color;
-
-      const info = document.createElement('div');
-      info.className = 'motion-event-info';
-
-      const header = document.createElement('div');
-      header.className = 'motion-event-header';
-      const timeEl = document.createElement('span');
-      timeEl.className = 'motion-event-time';
-      timeEl.textContent = formatAbsTime(cluster.startTime);
-      const pctEl = document.createElement('span');
-      pctEl.className = 'motion-event-pct';
-      pctEl.textContent = cluster.peakChange.toFixed(1) + '%';
-      header.appendChild(timeEl);
-      header.appendChild(pctEl);
-
-      const cameraEl = document.createElement('div');
-      cameraEl.className = 'motion-event-camera';
-      const duration = cluster.endTime - cluster.startTime;
-      cameraEl.textContent = cluster.channelName + (duration > 0 ? ` \u00B7 ${duration.toFixed(0)}s` : '');
-
-      const hotspotEl = document.createElement('div');
-      hotspotEl.className = 'motion-event-hotspot';
-      if (cluster.peakHotspots) {
-        for (let i = 0; i < 80; i++) {
-          const cell = document.createElement('div');
-          cell.className = 'hs-cell';
-          const intensity = cluster.peakHotspots[i] / 255;
-          if (intensity > 0.05) {
-            cell.style.background = `rgba(168, 85, 247, ${Math.min(1, intensity * 1.5)})`;
-          }
-          hotspotEl.appendChild(cell);
-        }
-      }
-
-      info.appendChild(header);
-      info.appendChild(cameraEl);
-      info.appendChild(hotspotEl);
-
-      const jumpBtn = document.createElement('button');
-      jumpBtn.className = 'motion-event-jump';
-      jumpBtn.textContent = 'Jump';
-      jumpBtn.addEventListener('click', (e) => {
-        e.stopPropagation();
-        seekTo(cluster.startTime - globalStart);
-      });
-
-      card.appendChild(info);
-      card.appendChild(jumpBtn);
-
-      card.addEventListener('click', () => seekTo(cluster.startTime - globalStart));
-
-      motionEventsList.appendChild(card);
-    }
-  }
-
-  // Activity sparkline
-  function renderActivitySparkline() {
-    activitySparkline.innerHTML = '';
-    if (motionState.motionProfiles.size === 0) return;
-    const bucketCount = 60;
-    const buckets = new Float32Array(bucketCount);
-    const duration = globalEnd - globalStart;
-    if (duration <= 0) return;
-
-    for (const profile of motionState.motionProfiles.values()) {
-      for (const pt of profile) {
-        const offset = pt.time - globalStart;
-        const idx = Math.min(bucketCount - 1, Math.max(0, Math.floor((offset / duration) * bucketCount)));
-        buckets[idx] = Math.max(buckets[idx], pt.changePercent);
-      }
-    }
-
-    const maxVal = Math.max(1, ...buckets);
-    for (let i = 0; i < bucketCount; i++) {
-      const bar = document.createElement('div');
-      bar.className = 'spark-bar';
-      const h = Math.max(1, (buckets[i] / maxVal) * 24);
-      bar.style.height = h + 'px';
-      if (buckets[i] === 0) bar.style.opacity = '0.15';
-      activitySparkline.appendChild(bar);
-    }
-  }
-
-  function formatAbsTime(absTimeSec) {
-    const d = new Date(absTimeSec * 1000);
-    return d.toLocaleTimeString('en-US', { hour12: false, hour: '2-digit', minute: '2-digit', second: '2-digit' });
-  }
-
-  // Skip to next/previous motion
-  function seekToMotion(direction) {
-    if (motionState.motionClusters.length === 0) return;
-    const absNow = globalStart + currentTime;
-    if (direction > 0) {
-      const next = motionState.motionClusters.find(c => c.startTime > absNow + 0.5);
-      if (next) seekTo(next.startTime - globalStart);
-    } else {
-      for (let i = motionState.motionClusters.length - 1; i >= 0; i--) {
-        if (motionState.motionClusters[i].startTime < absNow - 0.5) {
-          seekTo(motionState.motionClusters[i].startTime - globalStart);
-          return;
-        }
-      }
-    }
-  }
-
-  // Live monitor mode
-  function toggleMonitor() {
-    motionState.isMonitoring = !motionState.isMonitoring;
-    btnMonitor.classList.toggle('active', motionState.isMonitoring);
-    btnMonitor.textContent = motionState.isMonitoring ? 'Live (On)' : 'Live';
-    if (motionState.isMonitoring) {
-      motionState.monitorLastCapture.clear();
-      motionState.detector.prevFrames.clear();
-      avpLog('info', 'Live motion monitor enabled');
-    } else {
-      avpLog('info', 'Live motion monitor disabled');
-    }
-  }
-
-  // Called from tick() during playback to detect motion in real-time
-  function monitorTick(absTime) {
-    if (!motionState.isMonitoring || !isPlaying) return;
-    for (const ch of channels.values()) {
-      const lastT = motionState.monitorLastCapture.get(ch.name) || 0;
-      if (absTime - lastT < 1.0) continue; // check every ~1s
-      motionState.monitorLastCapture.set(ch.name, absTime);
-
-      if (ch.activeSegIdx >= 0) {
-        const seg = ch.segments[ch.activeSegIdx];
-        if (seg && seg.videoEl && seg.videoEl.readyState >= 2) {
-          const result = detectMotion(seg.videoEl, ch.name);
-          if (result && result.hasMotion) {
-            // Flash camera border
-            if (ch.cellEl) {
-              ch.cellEl.style.boxShadow = `inset 0 0 0 2px var(--status-motion)`;
-              setTimeout(() => { if (ch.cellEl) ch.cellEl.style.boxShadow = ''; }, 800);
-            }
-            // Add to clusters/findings if not too close to last
-            const existing = motionState.motionClusters.find(
-              c => c.channelName === ch.name && Math.abs(c.endTime - absTime) < motionState.clusterGap
-            );
-            if (existing) {
-              existing.endTime = absTime;
-              existing.peakChange = Math.max(existing.peakChange, result.changePercent);
-              existing.frameCount++;
-            } else {
-              motionState.motionClusters.push({
-                startTime: absTime, endTime: absTime,
-                channelName: ch.name, peakChange: result.changePercent,
-                totalChange: result.changePercent, frameCount: 1,
-                peakHotspots: result.hotspots, peakHotspotChange: result.changePercent,
-              });
-            }
-            renderTimeline();
-          }
-        }
-      }
-    }
-  }
-
-  // Wire up scan buttons
-  btnScanTimeline.addEventListener('click', scanTimeline);
-  btnScanStop.addEventListener('click', stopScan);
-  btnMonitor.addEventListener('click', toggleMonitor);
-  document.getElementById('btnPrevMotion').addEventListener('click', () => seekToMotion(-1));
-  document.getElementById('btnNextMotion').addEventListener('click', () => seekToMotion(1));
-
-  // Export and clear
-  document.getElementById('btnExportMotion').addEventListener('click', () => {
-    if (motionState.motionClusters.length === 0) { avpLog('warn', 'No motion events to export'); return; }
-    const data = {
-      exportedAt: new Date().toISOString(),
-      sensitivity: motionState.sensitivity,
-      events: motionState.motionClusters.map(c => ({
-        startTime: formatAbsTime(c.startTime),
-        endTime: formatAbsTime(c.endTime),
-        camera: c.channelName,
-        peakMotion: c.peakChange.toFixed(1) + '%',
-        durationSec: (c.endTime - c.startTime).toFixed(1),
-      })),
-    };
-    const blob = new Blob([JSON.stringify(data, null, 2)], { type: 'application/json' });
-    const url = URL.createObjectURL(blob);
-    const a = document.createElement('a');
-    a.href = url; a.download = 'motion-events.json'; a.click();
-    URL.revokeObjectURL(url);
-    avpLog('success', `Exported ${data.events.length} motion events`);
-  });
-
-  document.getElementById('btnClearMotion').addEventListener('click', () => {
-    motionState.motionProfiles.clear();
-    motionState.motionClusters = [];
-    motionState.findings = [];
-    motionState.detector.prevFrames.clear();
-    activitySummary.style.display = 'none';
-    motionEventsList.querySelectorAll('.motion-event-card').forEach(el => el.remove());
-    motionEventsEmpty.style.display = '';
-    renderTimeline();
-    avpLog('info', 'Motion events cleared');
-  });
-
   // ─── Parsing ───
   function parseMeta(text) {
     const meta = {};
@@ -2615,7 +1731,6 @@
       renderAll();
       showPlayer();
       avpLog('info', `Player ready: ${channels.size} camera(s) loaded`);
-      scheduleAutoScan();
     }
   }
 
@@ -2848,7 +1963,7 @@
 
   function renderTimeline() {
     // Clear dynamic elements
-    timelineTrack.querySelectorAll('.timeline-segment, .timeline-gap, .timeline-tick, .timeline-tick-label, .motion-heatmap-bar, .motion-cluster-mark').forEach(el => el.remove());
+    timelineTrack.querySelectorAll('.timeline-segment, .timeline-gap, .timeline-tick, .timeline-tick-label').forEach(el => el.remove());
 
     const vw = getViewWindow();
     const hasAbsolute = globalStart > 0;
@@ -2860,10 +1975,7 @@
       ? [channels.get(expandedChannel)].filter(Boolean)
       : [...channels.values()];
     const tickAreaH = 14;
-    const hasMotionData = motionState.motionClusters.length > 0;
-    const motionRowH = hasMotionData ? 8 : 0;
-    const motionRowPad = hasMotionData ? 2 : 0;
-    timelineTrack.style.height = Math.max(32, visibleChannels.length * (rowH + pad) + pad + tickAreaH + motionRowH + motionRowPad) + 'px';
+    timelineTrack.style.height = Math.max(32, visibleChannels.length * (rowH + pad) + pad + tickAreaH) + 'px';
 
     // Draw tick marks
     const interval = pickTickInterval(vw.dur, trackWidth);
@@ -2950,49 +2062,6 @@
       row++;
     }
 
-    // Motion heatmap row
-    if (hasMotionData && globalDuration > 0) {
-      const heatY = pad + tickAreaH + visibleChannels.length * (rowH + pad) + motionRowPad;
-      // Render heatmap bars from motion profiles
-      const bucketCount = Math.min(200, Math.max(40, trackWidth / 4));
-      const buckets = new Float32Array(bucketCount);
-      for (const profile of motionState.motionProfiles.values()) {
-        for (const pt of profile) {
-          const offset = pt.time - globalStart;
-          const pct = timeToViewPct(offset);
-          if (pct < 0 || pct > 100) continue;
-          const idx = Math.min(bucketCount - 1, Math.max(0, Math.floor((pct / 100) * bucketCount)));
-          buckets[idx] = Math.max(buckets[idx], pt.changePercent);
-        }
-      }
-      const barW = 100 / bucketCount;
-      for (let i = 0; i < bucketCount; i++) {
-        if (buckets[i] < 0.1) continue;
-        const bar = document.createElement('div');
-        bar.className = 'motion-heatmap-bar';
-        const intensity = Math.min(1, buckets[i] / 15);
-        const color = buckets[i] > 10
-          ? `rgba(222, 17, 17, ${0.3 + intensity * 0.5})`
-          : `rgba(168, 85, 247, ${0.2 + intensity * 0.6})`;
-        bar.style.cssText = `position:absolute;left:${i * barW}%;width:${barW + 0.1}%;top:${heatY}px;height:${motionRowH}px;background:${color};pointer-events:none;`;
-        timelineTrack.appendChild(bar);
-      }
-
-      // Render cluster markers
-      for (const cluster of motionState.motionClusters) {
-        const offset = cluster.startTime - globalStart;
-        const pct = timeToViewPct(offset);
-        if (pct < -1 || pct > 101) continue;
-        const ch = channels.get(cluster.channelName);
-        const mark = document.createElement('div');
-        mark.className = 'motion-cluster-mark';
-        mark.style.cssText = `position:absolute;left:${pct}%;top:${heatY - 2}px;width:4px;height:${motionRowH + 4}px;background:${ch ? ch.color : 'var(--status-motion)'};border-radius:1px;cursor:pointer;z-index:2;`;
-        mark.title = `${formatAbsTime(cluster.startTime)} - ${cluster.channelName} (${cluster.peakChange.toFixed(1)}%)`;
-        mark.addEventListener('click', () => seekTo(cluster.startTime - globalStart));
-        timelineTrack.appendChild(mark);
-      }
-    }
-
     // Update minimap segments
     renderMinimap(visibleChannels);
     updateTimelineLabels();
@@ -3174,7 +2243,6 @@
         return;
       }
       updateSegmentVisibility();
-      monitorTick(globalStart + currentTime);
     }
     lastTick = now;
     updateUI();
@@ -3367,12 +2435,6 @@
       case 'm': case 'M':
         toggleMagnifier();
         break;
-      case 'n': case 'N':
-        if (e.shiftKey) { e.preventDefault(); seekToMotion(1); }
-        break;
-      case 'p': case 'P':
-        if (e.shiftKey) { e.preventDefault(); seekToMotion(-1); }
-        break;
       case 'Escape':
         if (magActive) toggleMagnifier();
         break;
@@ -4691,19 +3753,6 @@
     if (isPlaying) pause();
     if (animFrame) { cancelAnimationFrame(animFrame); animFrame = null; }
 
-    // Stop any running/pending motion scan
-    if (autoScanTimer) { clearTimeout(autoScanTimer); autoScanTimer = null; }
-    if (motionState.isScanning) stopScan();
-    if (motionState.isMonitoring) toggleMonitor();
-    motionState.motionProfiles.clear();
-    motionState.motionClusters = [];
-    motionState.findings = [];
-    motionState.detector.prevFrames.clear();
-    activitySummary.style.display = 'none';
-    motionEventsList.querySelectorAll('.motion-event-card').forEach(el => el.remove());
-    motionEventsEmpty.style.display = '';
-    setScanUIState('idle');
-
     // Turn off slideshow BEFORE destroying video elements
     if (slideshowActive) toggleSlideshow();
 
@@ -4770,7 +3819,7 @@
     cameraGrid.querySelectorAll('video').forEach(v => destroyVideoEl(v));
     cameraGrid.innerHTML = '';
     cameraGrid.className = 'camera-grid';
-    timelineTrack.querySelectorAll('.timeline-segment, .timeline-gap, .timeline-tick, .timeline-tick-label, .motion-heatmap-bar, .motion-cluster-mark').forEach(el => el.remove());
+    timelineTrack.querySelectorAll('.timeline-segment, .timeline-gap, .timeline-tick, .timeline-tick-label').forEach(el => el.remove());
     playhead.style.left = '0%';
     camCount.textContent = '';
     document.getElementById('tlZoomInfo').textContent = '';
@@ -4792,12 +3841,10 @@
     addFilesBtn.style.display = 'none';
     document.getElementById('newSessionBtn').style.display = 'none';
     toggleLayoutPanel(true);
-    toggleAnalyticsPanel(true);
 
     // Reset timeline labels
     document.getElementById('tlStart').textContent = '--:--';
     document.getElementById('tlEnd').textContent = '--:--';
-    document.getElementById('tlCurrent').textContent = '--:--';
 
     // Reset time display
     timeDisplay.textContent = '00:00:00 / 00:00:00';