diff --git a/client_src/js/ClientConfig.mjs b/client_src/js/ClientConfig.mjs
index 2d13d21..b938362 100644
--- a/client_src/js/ClientConfig.mjs
+++ b/client_src/js/ClientConfig.mjs
@@ -7,4 +7,10 @@ export default {
 	default_location: [ 53.76203,-0.35162 ],
 	// The default zoom level to use when loading the page.
 	default_zoom: 12,
+	
+	// The border around gateways that we should consult the AI on.
+	border: 0.1,
+	
+	// The resolution of the coverage map
+	step: 0.005
 };
diff --git a/client_src/js/LayerAI.mjs b/client_src/js/LayerAI.mjs
new file mode 100644
index 0000000..7a0c8cb
--- /dev/null
+++ b/client_src/js/LayerAI.mjs
@@ -0,0 +1,66 @@
+"use strict";
+
+import path from 'path';
+
+import L from 'leaflet';
+import tf from '@tensorflow/tfjs';
+
+import GetFromUrl from './Helpers/GetFromUrl.mjs';
+import Config from './ClientConfig.mjs';
+
+class LayerAI {
+	get gateway_bounds() {
+		let result = {
+			east: Infinity,
+			west: -Infinity,
+			north: Infinity,
+			south: -Infinity
+		};
+		for(let gateway of this.index) {
+			result.east = Math.min(gateway.longitude, result.east);
+			result.west = Math.max(gateway.longitude, result.west);
+			
+			result.north = Math.min(gateway.latitude, result.north);
+			result.south = Math.max(gateway.latitude, result.south);
+		}
+		
+		return result;
+	}
+	constructor(map) {
+		this.map = map;
+		this.gateways = new Map();
+	}
+	
+	async setup() {
+		this.index = JSON.parse(
+			await GetFromUrl(Config.ai_index_file)
+		);
+		console.log(index);
+		
+		for(let gateway of this.index) {
+			let gateway_data = {
+				// TODO: Swap this out for the real thing - probably a GeoJSON layer or something
+				// This is just a placeholder
+				layer: L.layerGroup([
+					
+				]),
+				
+				ai: await tf.loadModel(`${window.location.href}/${path.dirname(Config.ai_index_file)}/${gateway.id}`)
+			}
+			this.gateways.set(gateway.id, gateway_data);
+		}
+	}
+	
+	async render_map() {
+		let map_bounds = this.gateway_bounds;
+		map_bounds.north += Config.border;
+		map_bounds.south -= Config.border;
+		
+		map_bounds.east += Config.border;
+		map_bounds.west -= Config.border;
+		
+		
+	}
+}
+
+export default LayerAI;
diff --git a/client_src/js/MapManager.mjs b/client_src/js/MapManager.mjs
index 363bef2..43170f0 100644
--- a/client_src/js/MapManager.mjs
+++ b/client_src/js/MapManager.mjs
@@ -1,19 +1,17 @@
 "use strict";
 
 import Config from './ClientConfig.mjs';
-import GetFromUrl from './Helpers/GetFromUrl.mjs';
 
 import L from 'leaflet';
 
+import LayerAI from './LayerAI.mjs';
+
 class MapManager {
 	constructor() {
 		
 	}
 	
 	async setup() {
-		let index = JSON.parse(await GetFromUrl(Config.ai_index_file));
-		console.log(index);
-		
 		this.map = L.map("map", {
 			fullscreenControl: true
 		});
@@ -25,6 +23,9 @@ class MapManager {
 			maxZoom: 19,
 			attribution: "&copy; <a href='https://www.openstreetmap.org/copyright'>OpenStreetMap contributors</a>"
 		}).addTo(this.map);
+		
+		this.layer_ai = new LayerAI(this.map);
+		await this.layer_ai.setup();
 	}
 }
 
diff --git a/package-lock.json b/package-lock.json
index c47debf..1b74713 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -2380,6 +2380,15 @@
       "resolved": "https://registry.npmjs.org/pascalcase/-/pascalcase-0.1.1.tgz",
       "integrity": "sha1-s2PlXoAGym/iF4TS2yK9FdeRfxQ="
     },
+    "path": {
+      "version": "0.12.7",
+      "resolved": "https://registry.npmjs.org/path/-/path-0.12.7.tgz",
+      "integrity": "sha1-1NwqUGxM4hl+tIHr/NWzbAFAsQ8=",
+      "requires": {
+        "process": "^0.11.1",
+        "util": "^0.10.3"
+      }
+    },
     "path-dirname": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/path-dirname/-/path-dirname-1.0.2.tgz",
@@ -2918,6 +2927,11 @@
       "resolved": "https://registry.npmjs.org/postcss-value-parser/-/postcss-value-parser-3.3.1.tgz",
       "integrity": "sha512-pISE66AbVkp4fDQ7VHBwRNXzAAKJjw4Vw7nWI/+Q3vuly7SNfgYXvm6i5IgFylHGK5sP/xHAbB7N49OS4gWNyQ=="
     },
+    "process": {
+      "version": "0.11.10",
+      "resolved": "https://registry.npmjs.org/process/-/process-0.11.10.tgz",
+      "integrity": "sha1-czIwDoQBYb2j5podHZGn1LwW8YI="
+    },
     "process-nextick-args": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz",
@@ -3814,6 +3828,14 @@
       "resolved": "https://registry.npmjs.org/use/-/use-3.1.1.tgz",
       "integrity": "sha512-cwESVXlO3url9YWlFW/TA9cshCEhtu7IKJ/p5soJ/gGpj7vbvFrAY/eIioQ6Dw23KjZhYgiIo8HOs1nQ2vr/oQ=="
     },
+    "util": {
+      "version": "0.10.4",
+      "resolved": "https://registry.npmjs.org/util/-/util-0.10.4.tgz",
+      "integrity": "sha512-0Pm9hTQ3se5ll1XihRic3FDIku70C+iHUdT/W926rSgHV5QgXsYbKZN8MSC3tJtSkhuROzvsQjAaFENRXr+19A==",
+      "requires": {
+        "inherits": "2.0.3"
+      }
+    },
     "util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
diff --git a/package.json b/package.json
index 21956ad..14dd5fa 100644
--- a/package.json
+++ b/package.json
@@ -28,6 +28,7 @@
 		"better-sqlite3": "^5.4.0",
 		"debug": "^4.1.1",
 		"leaflet": "^1.5.1",
+		"path": "^0.12.7",
 		"postcss-copy": "^7.1.0",
 		"postcss-import": "^12.0.1",
 		"rollup-plugin-terser": "^5.1.1",