diff --git a/package.json b/package.json
index e80ed8dd5a..805531abff 100644
--- a/package.json
+++ b/package.json
@@ -86,6 +86,7 @@
     "pako": "^2.0.3",
     "parse5": "^6.0.1",
     "png-chunks-extract": "^1.0.0",
+    "posthog-js": "^1.12.1",
     "prop-types": "^15.7.2",
     "qrcode": "^1.4.4",
     "re-resizable": "^6.9.0",
diff --git a/src/PosthogAnalytics.ts b/src/PosthogAnalytics.ts
new file mode 100644
index 0000000000..1ca2d37de7
--- /dev/null
+++ b/src/PosthogAnalytics.ts
@@ -0,0 +1,82 @@
+import posthog from 'posthog-js';
+import SdkConfig from './SdkConfig';
+
+export interface IEvent {
+    key: string;
+    properties: {}
+}
+
+export interface IOnboardingLoginBegin extends IEvent {
+    key: "onboarding_login_begin",
+}
+
+const hashHex = async (input: string): Promise<string> => {
+    const buf = new TextEncoder().encode(input);
+    const digestBuf = await window.crypto.subtle.digest("sha-256", buf);
+    return [...new Uint8Array(digestBuf)].map((b: number) => b.toString(16).padStart(2, "0")).join("");
+};
+
+export class PosthogAnalytics {
+    private onlyTrackAnonymousEvents = false;
+    private initialised = false;
+    private posthog = null;
+
+    private static _instance = null;
+
+    public static instance(): PosthogAnalytics {
+        if (!this.instance) {
+            this._instance = new PosthogAnalytics(posthog);
+        }
+        return this._instance;
+    }
+
+    constructor(posthog) {
+        this.posthog = posthog;
+    }
+
+    public init(onlyTrackAnonymousEvents: boolean) {
+        if (Boolean(navigator.doNotTrack === "1")) {
+            this.initialised = false;
+            return;
+        }
+        this.onlyTrackAnonymousEvents = onlyTrackAnonymousEvents;
+        const posthogConfig = SdkConfig.get()["posthog"];
+        if (posthogConfig) {
+            console.log(`Initialising Posthog for ${posthogConfig.apiHost}`);
+            this.posthog.init(posthogConfig.projectApiKey, { api_host: posthogConfig.apiHost });
+            this.initialised = true;
+        }
+    }
+
+    public isInitialised(): boolean {
+        return this.initialised;
+    }
+
+    public setOnlyTrackAnonymousEvents(enabled: boolean) {
+        this.onlyTrackAnonymousEvents = enabled;
+    }
+
+    public track<E extends IEvent>(
+        key: E["key"],
+        properties: E["properties"],
+        anonymous = false,
+    ) {
+        if (!this.initialised) return;
+        if (this.onlyTrackAnonymousEvents && !anonymous) return;
+
+        this.posthog.capture(key, properties);
+    }
+
+    public async trackRoomEvent<E extends IEvent>(
+        key: E["key"],
+        roomId: string,
+        properties: E["properties"],
+        ...args
+    ) {
+        const updatedProperties = {
+            ...properties,
+            hashedRoomId: roomId ? await hashHex(roomId) : null,
+        };
+        this.track(key, updatedProperties, ...args);
+    }
+}
diff --git a/test/PosthogAnalytics-test.ts b/test/PosthogAnalytics-test.ts
new file mode 100644
index 0000000000..a37d5cb2c8
--- /dev/null
+++ b/test/PosthogAnalytics-test.ts
@@ -0,0 +1,84 @@
+import { IEvent, PosthogAnalytics } from '../src/PosthogAnalytics';
+import SdkConfig from '../src/SdkConfig';
+const crypto = require('crypto');
+
+class FakePosthog {
+    public capture;
+    public init;
+
+    constructor() {
+        this.capture = jest.fn();
+        this.init = jest.fn();
+    }
+}
+
+export interface ITestEvent extends IEvent {
+    key: "jest_test_event",
+    properties: {
+        foo: string
+    }
+}
+
+describe("PosthogAnalytics", () => {
+    let analytics: PosthogAnalytics;
+    let fakePosthog: FakePosthog;
+
+    beforeEach(() => {
+        fakePosthog = new FakePosthog();
+        analytics = new PosthogAnalytics(fakePosthog);
+        window.crypto = {
+            subtle: crypto.webcrypto.subtle,
+        };
+    });
+
+    afterEach(() => {
+        navigator.doNotTrack = null;
+        window.crypto = null;
+    });
+
+    it("Should not initialise if DNT is enabled", () => {
+        navigator.doNotTrack = "1";
+        analytics.init(false);
+        expect(analytics.isInitialised()).toBe(false);
+    });
+
+    it("Should not initialise if config is not set", () => {
+        jest.spyOn(SdkConfig, "get").mockReturnValue({});
+        analytics.init(false);
+        expect(analytics.isInitialised()).toBe(false);
+    });
+
+    it("Should initialise if config is set", () => {
+        jest.spyOn(SdkConfig, "get").mockReturnValue({
+            posthog: {
+                projectApiKey: "foo",
+                apiHost: "bar",
+            },
+        });
+        analytics.init(false);
+        expect(analytics.isInitialised()).toBe(true);
+    });
+
+    it("Should pass track() to posthog", () => {
+        analytics.init(false);
+        analytics.track<ITestEvent>("jest_test_event", {
+            foo: "bar",
+        });
+        expect(fakePosthog.capture.mock.calls[0][0]).toBe("jest_test_event");
+        expect(fakePosthog.capture.mock.calls[0][1]).toEqual({ foo: "bar" });
+    });
+
+    it("Should pass trackRoomEvent to posthog", () => {
+        analytics.init(false);
+        const roomId = "42";
+        return analytics.trackRoomEvent<ITestEvent>("jest_test_event", roomId, {
+            foo: "bar",
+        }).then(() => {
+            expect(fakePosthog.capture.mock.calls[0][0]).toBe("jest_test_event");
+            expect(fakePosthog.capture.mock.calls[0][1]).toEqual({
+                foo: "bar",
+                hashedRoomId: "73475cb40a568e8da8a045ced110137e159f890ac4da883b6b17dc651b3a8049",
+            });
+        });
+    });
+});
diff --git a/yarn.lock b/yarn.lock
index 96c02681fd..9d41c37b12 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3601,6 +3601,11 @@ fbjs@^0.8.4:
     setimmediate "^1.0.5"
     ua-parser-js "^0.7.18"
 
+fflate@^0.4.1:
+  version "0.4.8"
+  resolved "https://registry.yarnpkg.com/fflate/-/fflate-0.4.8.tgz#f90b82aefbd8ac174213abb338bd7ef848f0f5ae"
+  integrity sha512-FJqqoDBR00Mdj9ppamLa/Y7vxm+PRmNWA67N846RvsoYVMKB4q3y/de5PA7gUmRMYK/8CMz2GDZQmCRN1wBcWA==
+
 file-entry-cache@^6.0.0:
   version "6.0.0"
   resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-6.0.0.tgz#7921a89c391c6d93efec2169ac6bf300c527ea0a"
@@ -6287,6 +6292,13 @@ postcss@^8.0.2:
     nanoid "^3.1.20"
     source-map "^0.6.1"
 
+posthog-js@^1.12.1:
+  version "1.12.1"
+  resolved "https://registry.yarnpkg.com/posthog-js/-/posthog-js-1.12.1.tgz#97834ee2574f34ffb5db2f5b07452c847e3c4d27"
+  integrity sha512-Y3lzcWkS8xFY6Ryj3I4ees7qWP2WGkLw0Arcbk5xaT0+5YlA6UC2jlL/+fN9bz/Bl62EoN3BML901Cuot/QNjg==
+  dependencies:
+    fflate "^0.4.1"
+
 prelude-ls@^1.2.1:
   version "1.2.1"
   resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.2.1.tgz#debc6489d7a6e6b0e7611888cec880337d316396"