diff --git a/package.json b/package.json
index f2e79c38c..23599ffe6 100644
--- a/package.json
+++ b/package.json
@@ -17,6 +17,8 @@
     "dependencies": {
         "@azure/storage-blob": "10.3.0",
         "@fluentui/react": "^7.117.2",
+        "@microsoft/applicationinsights-react-js": "^3.0.1",
+        "@microsoft/applicationinsights-web": "^2.5.6",
         "axios": "^0.19.0",
         "bootstrap": "^4.4.1",
         "chart.js": "^2.9.3",
diff --git a/src/App.tsx b/src/App.tsx
index 8bb9bf4a6..b8a53145c 100644
--- a/src/App.tsx
+++ b/src/App.tsx
@@ -7,7 +7,6 @@ import { connect } from "react-redux";
 import { BrowserRouter } from "react-router-dom";
 import { ToastContainer } from "react-toastify";
 import { IAppError, IApplicationState, IProject, ErrorCode } from "./models/applicationState";
-import { strings } from "./common/strings";
 import IAppErrorActions, * as appErrorActions from "./redux/actions/appErrorActions";
 import { ErrorHandler } from "./react/components/common/errorHandler/errorHandler";
 import { KeyboardManager } from "./react/components/common/keyboardManager/keyboardManager";
@@ -18,7 +17,8 @@ import { Sidebar } from "./react/components/shell/sidebar";
 import { StatusBar } from "./react/components/shell/statusBar";
 import { StatusBarMetrics } from "./react/components/shell/statusBarMetrics";
 import { TitleBar } from "./react/components/shell/titleBar";
-import { SkipButton } from "./react/components/shell/skipButton";
+import { getAppInsights } from './services/telemetryService';
+import TelemetryProvider from "./providers/telemetry/telemetryProvider";
 import "./App.scss";
 import "react-toastify/dist/ReactToastify.css";
 
@@ -47,11 +47,11 @@ function mapDispatchToProps(dispatch) {
  */
 @connect(mapStateToProps, mapDispatchToProps)
 export default class App extends React.Component<IAppProps> {
+    appInsights: any = null;
     constructor(props, context) {
         super(props, context);
-
         this.state = {
-          currentProject: this.props.currentProject,
+            currentProject: this.props.currentProject,
         };
     }
 
@@ -73,28 +73,29 @@ export default class App extends React.Component<IAppProps> {
                     onError={this.props.actions.showError}
                     onClearError={this.props.actions.clearError} />
                 {/* Don't render app contents during a render error */}
-                <SkipButton skipTo="skipToMainContent">{strings.common.skipToMainContent}</SkipButton>
                 {(!this.props.appError || this.props.appError.errorCode !== ErrorCode.GenericRenderError) &&
                     <KeyboardManager>
                         <BrowserRouter>
-                            <div className={`app-shell platform-${platform}`}>
-                                <TitleBar icon="TagGroup">
-                                <div className="app-shortcuts-menu-icon">
-                                    <KeyboardShortcuts />
-                                </div>
-                                <div className="app-help-menu-icon">
-                                    <HelpMenu />
-                                </div>
-                                </TitleBar>
-                                <div className="app-main">
-                                    <Sidebar project={this.props.currentProject} />
-                                    <MainContentRouter />
+                            <TelemetryProvider after={() => { this.appInsights = getAppInsights() }}>
+                                <div className={`app-shell platform-${platform}`}>
+                                    <TitleBar icon="TagGroup">
+                                        <div className="app-shortcuts-menu-icon">
+                                            <KeyboardShortcuts />
+                                        </div>
+                                        <div className="app-help-menu-icon">
+                                            <HelpMenu />
+                                        </div>
+                                    </TitleBar>
+                                    <div className="app-main">
+                                        <Sidebar project={this.props.currentProject} />
+                                        <MainContentRouter />
+                                    </div>
+                                    <StatusBar>
+                                        <StatusBarMetrics project={this.props.currentProject} />
+                                    </StatusBar>
+                                    <ToastContainer className="frtt-toast-container" role="alert" />
                                 </div>
-                                <StatusBar>
-                                    <StatusBarMetrics project={this.props.currentProject} />
-                                </StatusBar>
-                                <ToastContainer className="frtt-toast-container" role="alert"/>
-                            </div>
+                            </TelemetryProvider>
                         </BrowserRouter>
                     </KeyboardManager>
                 }
diff --git a/src/common/constants.ts b/src/common/constants.ts
index 9dad46d27..c0e950fd1 100644
--- a/src/common/constants.ts
+++ b/src/common/constants.ts
@@ -42,4 +42,5 @@ export const constants = {
     pdfjsCMapUrl(version: string) {
         return `https://fotts.azureedge.net/npm/pdfjs-dist/${version}/cmaps/`;
     },
+    insightsKey: "dd15609c-c451-4e00-b193-abdf3e1d36e8",
 };
diff --git a/src/providers/telemetry/telemetryProvider.jsx b/src/providers/telemetry/telemetryProvider.jsx
new file mode 100644
index 000000000..f1752eba1
--- /dev/null
+++ b/src/providers/telemetry/telemetryProvider.jsx
@@ -0,0 +1,40 @@
+import React, {Component, Fragment} from 'react';
+import {withAITracking} from '@microsoft/applicationinsights-react-js';
+import {ai} from '../../services/telemetryService';
+import {withRouter} from 'react-router-dom';
+import { constants } from '../../common/constants';
+
+/**
+ * This Component provides telemetry with Azure App Insights
+ *
+ * NOTE: the package '@microsoft/applicationinsights-react-js' has a HOC withAITracking that requires this to be a Class Component rather than a Functional Component
+ */
+class TelemetryProvider extends Component {
+    state = {
+        initialized: false
+    };
+
+    componentDidMount() {
+        const {history} = this.props;
+        const { initialized } = this.state;
+        const AppInsightsInstrumentationKey = constants.insightsKey; // <-Paste your AppInsightsInstrumentationKey here
+
+        if (!Boolean(initialized) && Boolean(AppInsightsInstrumentationKey) && Boolean(history)) {
+            ai.initialize(AppInsightsInstrumentationKey, history);
+            this.setState({initialized: true});
+        }
+
+        this.props.after();
+    }
+
+    render() {
+        const {children} = this.props;
+        return (
+            <Fragment >
+                {children}
+            </Fragment>
+        );
+    }
+}
+
+export default withRouter(withAITracking(ai.reactPlugin, TelemetryProvider));
diff --git a/src/react/components/pages/modelCompose/composeModelView.tsx b/src/react/components/pages/modelCompose/composeModelView.tsx
index 5956f8b8b..71c6d948b 100644
--- a/src/react/components/pages/modelCompose/composeModelView.tsx
+++ b/src/react/components/pages/modelCompose/composeModelView.tsx
@@ -6,6 +6,7 @@ import { Customizer, IColumn, ICustomizations, Modal, DetailsList, SelectionMode
 import { getDarkGreyTheme, getPrimaryGreenTheme, getPrimaryGreyTheme } from "../../../../common/themes";
 import { strings } from "../../../../common/strings";
 import { IModel } from "./modelCompose";
+import { getAppInsights } from '../../../../services/telemetryService';
 
 
 export interface IComposeModelViewProps {
@@ -23,6 +24,7 @@ export default class ComposeModelView extends React.Component<IComposeModelViewP
      *
      */
     private modelName: string = "";
+    private appInsights: any = null;
 
     constructor(props) {
         super(props);
@@ -33,6 +35,10 @@ export default class ComposeModelView extends React.Component<IComposeModelViewP
         }
     }
 
+    public componentDidMount() {
+        this.appInsights = getAppInsights();
+    }
+
     public render() {
         const columns: IColumn[] = [
             {
@@ -145,7 +151,10 @@ export default class ComposeModelView extends React.Component<IComposeModelViewP
             this.props.onComposeConfirm(this.modelName);
             this.setState({
                 hideModal: true,
-            })
+            });
+        }
+        if (this.appInsights) {
+            this.appInsights.trackEvent({ name: "MODEL_COMPOSE_EVENT" });
         }
     }
 
diff --git a/src/react/components/pages/modelCompose/modelCompose.tsx b/src/react/components/pages/modelCompose/modelCompose.tsx
index 04c0bffc5..b87682916 100644
--- a/src/react/components/pages/modelCompose/modelCompose.tsx
+++ b/src/react/components/pages/modelCompose/modelCompose.tsx
@@ -39,7 +39,7 @@ import IAppTitleActions, * as appTitleActions from "../../../../redux/actions/ap
 import ComposeModelView from "./composeModelView";
 import { ViewSelection } from "./viewSelection";
 import PreventLeaving from "../../common/preventLeaving/preventLeaving";
-import allSettled from "promise.allsettled"
+import allSettled from "promise.allsettled";
 
 export interface IModelComposePageProps extends RouteComponentProps, React.Props<ModelComposePage> {
     recentProjects: IProject[];
diff --git a/src/react/components/pages/predict/predictPage.tsx b/src/react/components/pages/predict/predictPage.tsx
index c1a051ab7..56ee13d85 100644
--- a/src/react/components/pages/predict/predictPage.tsx
+++ b/src/react/components/pages/predict/predictPage.tsx
@@ -39,6 +39,7 @@ import { getPrimaryGreenTheme, getPrimaryWhiteTheme,
 import axios from "axios";
 import { IAnalyzeModelInfo } from './predictResult';
 import RecentModelsView from "./recentModelsView";
+import { getAppInsights } from '../../../../services/telemetryService';
 
 pdfjsLib.GlobalWorkerOptions.workerSrc = constants.pdfjsWorkerSrc(pdfjsLib.version);
 const cMapUrl = constants.pdfjsCMapUrl(pdfjsLib.version);
@@ -109,6 +110,8 @@ function mapDispatchToProps(dispatch) {
 
 @connect(mapStateToProps, mapDispatchToProps)
 export default class PredictPage extends React.Component<IPredictPageProps, IPredictPageState> {
+    private appInsights: any = null;
+
     public state: IPredictPageState = {
         couldNotGetRecentModel: false,
         selectionIndexTracker: -1,
@@ -149,6 +152,7 @@ export default class PredictPage extends React.Component<IPredictPageProps, IPre
         if (projectId) {
             await this.loadProject(projectId);
         }
+        this.appInsights = getAppInsights();
         document.title = strings.predict.title + " - " + strings.appName;
     }
 
@@ -678,6 +682,9 @@ export default class PredictPage extends React.Component<IPredictPageProps, IPre
                     isPredicting: false,
                 });
             });
+        if (this.appInsights) {
+            this.appInsights.trackEvent({ name: "ANALYZE_EVENT" });
+        }
     }
 
     private getPageCount() {
diff --git a/src/react/components/pages/train/trainPage.tsx b/src/react/components/pages/train/trainPage.tsx
index aea8d3f12..5ac36e8c2 100644
--- a/src/react/components/pages/train/trainPage.tsx
+++ b/src/react/components/pages/train/trainPage.tsx
@@ -25,6 +25,7 @@ import url from "url";
 import PreventLeaving from "../../common/preventLeaving/preventLeaving";
 import ServiceHelper from "../../../../services/serviceHelper";
 import { getPrimaryGreenTheme, getGreenWithWhiteBackgroundTheme } from "../../../../common/themes";
+import { getAppInsights } from '../../../../services/telemetryService';
 
 export interface ITrainPageProps extends RouteComponentProps, React.Props<TrainPage> {
     connections: IConnection[];
@@ -74,6 +75,7 @@ function mapDispatchToProps(dispatch) {
 
 @connect(mapStateToProps, mapDispatchToProps)
 export default class TrainPage extends React.Component<ITrainPageProps, ITrainPageState> {
+    private appInsights: any = null;
 
     constructor(props) {
         super(props);
@@ -102,6 +104,7 @@ export default class TrainPage extends React.Component<ITrainPageProps, ITrainPa
             this.showCheckboxPreview(project);
             this.updateCurrTrainRecord(this.getProjectTrainRecord());
         }
+        this.appInsights = getAppInsights();
         document.title = strings.train.title + " - " + strings.appName;
     }
 
@@ -252,6 +255,9 @@ export default class TrainPage extends React.Component<ITrainPageProps, ITrainPa
                 trainMessage: err.message,
             });
         });
+        if (this.appInsights) {
+            this.appInsights.trackEvent({ name: "TRAIN_MODEL_EVENT" });
+        }
     }
 
     private handleViewTypeClick = (viewType: "tableView" | "chartView"): void => {
diff --git a/src/services/telemetryService.ts b/src/services/telemetryService.ts
new file mode 100644
index 000000000..7afe45a44
--- /dev/null
+++ b/src/services/telemetryService.ts
@@ -0,0 +1,51 @@
+import {ApplicationInsights} from '@microsoft/applicationinsights-web';
+import {ReactPlugin} from '@microsoft/applicationinsights-react-js';
+
+let reactPlugin = null;
+let appInsights = null;
+
+/**
+ * Create the App Insights Telemetry Service
+ * @return {{reactPlugin: ReactPlugin, appInsights: Object, initialize: Function}} - Object
+ */
+const createTelemetryService = () => {
+
+    /**
+     * Initialize the Application Insights class
+     * @param {string} instrumentationKey - Application Insights Instrumentation Key
+     * @param {Object} browserHistory - client's browser history, supplied by the withRouter HOC
+     * @return {void}
+     */
+    const initialize = (instrumentationKey: string, browserHistory: any): void => {
+        if (!browserHistory) {
+            throw new Error('Could not initialize Telemetry Service');
+        }
+        if (!instrumentationKey) {
+            throw new Error('Telemetry Service Instrumentation key not provided.')
+        }
+
+        reactPlugin = new ReactPlugin();
+
+        appInsights = new ApplicationInsights({
+            config: {
+                instrumentationKey,
+                maxBatchInterval: 0,
+                disableAjaxTracking: true,
+                enableUnhandledPromiseRejectionTracking: true,
+                extensions: [reactPlugin],
+                extensionConfig: {
+                    [reactPlugin.identifier]: {
+                        history: browserHistory
+                    }
+                }
+            }
+        });
+
+        appInsights.loadAppInsights();
+    };
+
+    return {reactPlugin, appInsights, initialize};
+};
+
+export const ai = createTelemetryService();
+export const getAppInsights = () => appInsights;
diff --git a/yarn.lock b/yarn.lock
index bba89d370..9a213e346 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1421,6 +1421,94 @@
     "@types/istanbul-reports" "^1.1.1"
     "@types/yargs" "^13.0.0"
 
+"@microsoft/applicationinsights-analytics-js@2.5.6":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-analytics-js/-/applicationinsights-analytics-js-2.5.6.tgz#0a2862aa896eb0d467a626b332e2c65ef821ec87"
+  integrity sha512-ExNn0Z1Q5mfYqlKgsiXLXWkiSf2XaK5LlVJ9TJQjL2gv6EPXVjKU/6QaFH5ekBmKvvt2bsBK/I/nUUt2n3eiQg==
+  dependencies:
+    "@microsoft/applicationinsights-common" "2.5.6"
+    "@microsoft/applicationinsights-core-js" "2.5.6"
+    "@microsoft/applicationinsights-shims" "1.0.1"
+    "@microsoft/dynamicproto-js" "^0.5.2"
+
+"@microsoft/applicationinsights-channel-js@2.5.6":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-channel-js/-/applicationinsights-channel-js-2.5.6.tgz#ea97f6d0b4eaccddbdbca36287d5a1f7aff6dd9e"
+  integrity sha512-J0PKqkOwlS5jGX6LylQ6DPLrw6HAMb0bLbs5w9a+jNFXm3yB1RPtxhlaylZZG7BO+4KjfanX2PdBesE2wOtLcw==
+  dependencies:
+    "@microsoft/applicationinsights-common" "2.5.6"
+    "@microsoft/applicationinsights-core-js" "2.5.6"
+    "@microsoft/applicationinsights-shims" "1.0.1"
+
+"@microsoft/applicationinsights-common@2.5.6", "@microsoft/applicationinsights-common@^2.5.4":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-common/-/applicationinsights-common-2.5.6.tgz#ce93e719ccdbfb264c1f159ef1809762eda9447d"
+  integrity sha512-ISrUcIHii2WbEG9diOqlJSM42t5qvHCfWCyatQUwJTW3fS+JDS4Kbq4vBEeMHRW5ka2SFSkO40uMwcZxL0SoOw==
+  dependencies:
+    "@microsoft/applicationinsights-core-js" "2.5.6"
+    "@microsoft/applicationinsights-shims" "1.0.1"
+
+"@microsoft/applicationinsights-core-js@2.5.6", "@microsoft/applicationinsights-core-js@^2.5.4":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-core-js/-/applicationinsights-core-js-2.5.6.tgz#c18e76c65d1478599f3323d798375e543ee2a421"
+  integrity sha512-KDepyGJIMc0CpFw5GVVwG9MYl8ztDGdVpCFPaY+hrYN8bkzSb2vHjT/jV8pefcSkmrDOK8THqm2nTYnPo127ag==
+  dependencies:
+    "@microsoft/applicationinsights-shims" "1.0.1"
+    "@microsoft/dynamicproto-js" "^0.5.2"
+
+"@microsoft/applicationinsights-dependencies-js@2.5.6":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-dependencies-js/-/applicationinsights-dependencies-js-2.5.6.tgz#4e8aadad85f70238e7c4b5abec89addb8d8363a9"
+  integrity sha512-Ld9OzIczRssZLoyuah2Lgp7O6tfgb/IuA1av4ZRKP9Ki5/4iyrC9dqRViM5P0rKHv5nOk9hghoVaYc+OCQn30g==
+  dependencies:
+    "@microsoft/applicationinsights-common" "2.5.6"
+    "@microsoft/applicationinsights-core-js" "2.5.6"
+    "@microsoft/applicationinsights-shims" "1.0.1"
+    "@microsoft/dynamicproto-js" "^0.5.2"
+
+"@microsoft/applicationinsights-properties-js@2.5.6":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-properties-js/-/applicationinsights-properties-js-2.5.6.tgz#4de2a150c0deb6f0746c908cecb7f888ced798b2"
+  integrity sha512-tn9PzxUkomhSfO6vPeCNIjcCysmg4xRkntkkXconUbfZoYmrrh0jK11cmW1E3c7U5Pb8RyUqvPyGaBVOIG+QQw==
+  dependencies:
+    "@microsoft/applicationinsights-common" "2.5.6"
+    "@microsoft/applicationinsights-core-js" "2.5.6"
+    "@microsoft/applicationinsights-shims" "1.0.1"
+
+"@microsoft/applicationinsights-react-js@^3.0.1":
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-react-js/-/applicationinsights-react-js-3.0.1.tgz#d13653d3d3e52c8187b056be4589f21937747ee2"
+  integrity sha512-x6IkcSsm7hjHwlIDJ4pyMTmCW4z9OrS7WwPZfJ/y2v5pXcsRttgZIbxMVlpp+2GV9lS41+bfonmyf/o5pdFCvA==
+  dependencies:
+    "@microsoft/applicationinsights-common" "^2.5.4"
+    "@microsoft/applicationinsights-core-js" "^2.5.4"
+    "@microsoft/applicationinsights-shims" "^1.0.1"
+    history "^4.10.1"
+
+"@microsoft/applicationinsights-shims@1.0.1", "@microsoft/applicationinsights-shims@^1.0.1":
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-shims/-/applicationinsights-shims-1.0.1.tgz#814ae118940a892052ea0fc3677e60dc4f0dc374"
+  integrity sha512-nPjUBSpvX5Dnkovp2lZzrg0/uSvYNtbAclWwVP7t8J1hy5OJ3xr3KPNaz79+b84G16Rj861ybau9Gbk7inXkTg==
+
+"@microsoft/applicationinsights-web@^2.5.6":
+  version "2.5.6"
+  resolved "https://registry.yarnpkg.com/@microsoft/applicationinsights-web/-/applicationinsights-web-2.5.6.tgz#3e15c514229a2b6c19a36cb6ad5d1d270e0dac5e"
+  integrity sha512-o5DlixrdFf2FAOv9AOgaN9u1zhVyYhbWoeXDZj9eaOdDgQQq9FzHGLwPUUhqMc/cQN+k2I2PDELnjqHag0VLKQ==
+  dependencies:
+    "@microsoft/applicationinsights-analytics-js" "2.5.6"
+    "@microsoft/applicationinsights-channel-js" "2.5.6"
+    "@microsoft/applicationinsights-common" "2.5.6"
+    "@microsoft/applicationinsights-core-js" "2.5.6"
+    "@microsoft/applicationinsights-dependencies-js" "2.5.6"
+    "@microsoft/applicationinsights-properties-js" "2.5.6"
+    "@microsoft/applicationinsights-shims" "1.0.1"
+    "@microsoft/dynamicproto-js" "^0.5.2"
+
+"@microsoft/dynamicproto-js@^0.5.2":
+  version "0.5.3"
+  resolved "https://registry.yarnpkg.com/@microsoft/dynamicproto-js/-/dynamicproto-js-0.5.3.tgz#fd7933c22dd646d20f37176406eda6042dfb7efc"
+  integrity sha512-ky1oQ030kQlj/fv1+NLmY/g4D6YJb55Yg22KAoZGixFnc7UMjHJHjqZ0v3gtdyZykan3ZxRwwc2n1nWayyM38g==
+
 "@microsoft/load-themed-styles@^1.10.26":
   version "1.10.55"
   resolved "https://registry.yarnpkg.com/@microsoft/load-themed-styles/-/load-themed-styles-1.10.55.tgz#f48b0112db8f409dc7cc37674587be59d3992ec4"
@@ -6156,7 +6244,7 @@ hex-color-regex@^1.1.0:
   resolved "https://registry.yarnpkg.com/hex-color-regex/-/hex-color-regex-1.1.0.tgz#4c06fccb4602fe2602b3c93df82d7e7dbf1a8a8e"
   integrity sha512-l9sfDFsuqtOqKDsQdqrMRk0U85RZc0RtOR9yPI7mRVOa4FsR/BVnZ0shmQRM96Ji99kYZP/7hn1cedc1+ApsTQ==
 
-history@^4.9.0:
+history@^4.10.1, history@^4.9.0:
   version "4.10.1"
   resolved "https://registry.yarnpkg.com/history/-/history-4.10.1.tgz#33371a65e3a83b267434e2b3f3b1b4c58aad4cf3"
   integrity sha512-36nwAD620w12kuzPAsyINPWJqlNbij+hpK1k9XRloDtym8mxzGYl2c17LnV6IAGB2Dmg4tEa7G7DlawS0+qjew==