diff --git a/adoptopenjdk-api-v3-frontend/pom.xml b/adoptopenjdk-api-v3-frontend/pom.xml
index 5c4446ef..078f0bc5 100644
--- a/adoptopenjdk-api-v3-frontend/pom.xml
+++ b/adoptopenjdk-api-v3-frontend/pom.xml
@@ -117,6 +117,11 @@
             <artifactId>jackson-datatype-jsr353</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>com.microsoft.azure</groupId>
+            <artifactId>applicationinsights-core</artifactId>
+            <version>2.6.2-BETA</version>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/metrics/AppInsightsInterceptor.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/metrics/AppInsightsInterceptor.kt
new file mode 100644
index 00000000..f89af2d5
--- /dev/null
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/metrics/AppInsightsInterceptor.kt
@@ -0,0 +1,118 @@
+package net.adoptopenjdk.api.v3.metrics
+
+import com.microsoft.applicationinsights.TelemetryClient
+import com.microsoft.applicationinsights.telemetry.RequestTelemetry
+import org.eclipse.microprofile.metrics.annotation.Timed
+import java.io.File
+import java.io.FileOutputStream
+import java.nio.file.Files
+import java.nio.file.Path
+import java.util.*
+import javax.annotation.Priority
+import javax.interceptor.AroundInvoke
+import javax.interceptor.Interceptor
+import javax.interceptor.InvocationContext
+import javax.ws.rs.WebApplicationException
+import javax.ws.rs.core.Response
+
+@Timed
+@Suppress("unused")
+@Interceptor
+@Priority(Interceptor.Priority.LIBRARY_BEFORE + 10)
+class AppInsightsInterceptor {
+    private val telemetryClient: TelemetryClient
+
+    init {
+        telemetryClient = loadTelemetryClient()
+    }
+
+    private fun loadTelemetryClient(): TelemetryClient {
+        val path = saveConfigToFile()
+        try {
+            return TelemetryClient()
+        } finally {
+            val tmpDir = System.getProperty("java.io.tmpdir")
+            val isTmpDir = path?.startsWith(tmpDir)
+            if (isTmpDir != null && isTmpDir) {
+                path.toFile().deleteRecursively()
+            }
+        }
+    }
+
+    // Unfortunate hack to get around that we seem unable to load ApplicationInsights.xml from the classpath
+    // from inside the module
+    private fun saveConfigToFile(): Path? {
+        val inputStream = AppInsightsInterceptor::class.java.classLoader.getResourceAsStream("ApplicationInsights.xml")
+
+        inputStream?.use {
+            val configPath = Files.createTempDirectory("appInsightsConfig").toAbsolutePath()
+            val configFile = File(configPath.toString(), "ApplicationInsights.xml")
+            configFile.deleteOnExit()
+            configPath.toFile().deleteOnExit()
+            System.setProperty("applicationinsights.configurationDirectory", configPath.toString())
+
+            val outputStream = FileOutputStream(configFile)
+
+            outputStream.use { fileOut ->
+                inputStream.copyTo(fileOut)
+            }
+
+            return configPath
+        }
+        return null
+    }
+
+    @AroundInvoke
+    @Throws(Exception::class)
+    fun timedMethod(context: InvocationContext): Any? {
+        var response: Any? = null
+        var success = true
+        var status = 200
+        var exception: Throwable? = null
+
+        val methodName = context.method.toGenericString()
+        val start = System.nanoTime()
+        try {
+            response = context.proceed()
+            when (response) {
+                null -> {
+                    status = 404
+                    success = false
+                }
+                is Response -> {
+                    status = response.status
+                    success = response.status < 400
+                }
+                else -> {
+                    status = 200
+                    success = true
+                }
+            }
+        } catch (e: Throwable) {
+            exception = e
+            success = false
+            status = if (e is WebApplicationException) {
+                e.response.status
+            } else {
+                500
+            }
+        } finally {
+            try {
+                val duration = (System.nanoTime() - start) / 1000000
+                val requestTelemetry = RequestTelemetry(
+                    methodName,
+                    Date(),
+                    duration,
+                    status.toString(),
+                    success
+                )
+                telemetryClient.trackRequest(requestTelemetry)
+            } finally {
+                if (exception != null) {
+                    throw exception
+                }
+                return response
+            }
+        }
+    }
+}
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/AssetsResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/AssetsResource.kt
index 61b656bc..9c44bb61 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/AssetsResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/AssetsResource.kt
@@ -20,6 +20,7 @@ import net.adoptopenjdk.api.v3.models.Project
 import net.adoptopenjdk.api.v3.models.Release
 import net.adoptopenjdk.api.v3.models.ReleaseType
 import net.adoptopenjdk.api.v3.models.Vendor
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.enums.SchemaType
 import org.eclipse.microprofile.openapi.annotations.media.Content
@@ -47,6 +48,7 @@ import javax.ws.rs.core.MediaType
 @Tag(name = "Assets")
 @Path("/v3/assets/")
 @Produces(MediaType.APPLICATION_JSON)
+@Timed
 class AssetsResource {
 
     @GET
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/V1Route.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/V1Route.kt
index 3c4525de..05d40dc9 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/V1Route.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/V1Route.kt
@@ -1,5 +1,6 @@
 package net.adoptopenjdk.api.v3.routes
 
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.media.Schema
 import javax.ws.rs.GET
@@ -11,6 +12,7 @@ import javax.ws.rs.core.Response
 @Path("/v1/")
 @Schema(hidden = true)
 @Produces(MediaType.TEXT_PLAIN)
+@Timed
 class V1Route {
 
     // Cant find a way to match nothing and something in the same request, so need 2
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/VersionResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/VersionResource.kt
index b4952d78..e7e4c78f 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/VersionResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/VersionResource.kt
@@ -3,6 +3,7 @@ package net.adoptopenjdk.api.v3.routes
 import net.adoptopenjdk.api.v3.models.VersionData
 import net.adoptopenjdk.api.v3.parser.FailedToParse
 import net.adoptopenjdk.api.v3.parser.VersionParser
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.parameters.Parameter
 import org.eclipse.microprofile.openapi.annotations.responses.APIResponse
@@ -18,6 +19,7 @@ import javax.ws.rs.core.MediaType
 @Tag(name = "Version")
 @Path("/v3/version/")
 @Produces(MediaType.APPLICATION_JSON)
+@Timed
 class VersionResource {
 
     @GET
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/AvailableReleasesResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/AvailableReleasesResource.kt
index 2f3a8a16..a68a3951 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/AvailableReleasesResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/AvailableReleasesResource.kt
@@ -2,6 +2,7 @@ package net.adoptopenjdk.api.v3.routes.info
 
 import net.adoptopenjdk.api.v3.dataSources.APIDataStore
 import net.adoptopenjdk.api.v3.models.ReleaseInfo
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.tags.Tag
 import javax.ws.rs.GET
@@ -12,6 +13,7 @@ import javax.ws.rs.core.MediaType
 @Tag(name = "Release Info")
 @Path("/v3/info/")
 @Produces(MediaType.APPLICATION_JSON)
+@Timed
 class AvailableReleasesResource {
     @GET
     @Path("/available_releases/")
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/PlatformsResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/PlatformsResource.kt
index a172eb69..0508303b 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/PlatformsResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/PlatformsResource.kt
@@ -2,6 +2,7 @@ package net.adoptopenjdk.api.v3.routes.info
 
 import net.adoptopenjdk.api.v3.dataSources.APIDataStore
 import net.adoptopenjdk.api.v3.models.Platforms
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.tags.Tag
 import javax.ws.rs.GET
@@ -12,6 +13,7 @@ import javax.ws.rs.core.MediaType
 @Tag(name = "Release Info")
 @Path("/v3/info/")
 @Produces(MediaType.APPLICATION_JSON)
+@Timed
 class PlatformsResource {
 
     @GET
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/ReleaseListResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/ReleaseListResource.kt
index edc32521..b700e18f 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/ReleaseListResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/ReleaseListResource.kt
@@ -12,6 +12,7 @@ import net.adoptopenjdk.api.v3.models.ReleaseList
 import net.adoptopenjdk.api.v3.models.ReleaseType
 import net.adoptopenjdk.api.v3.models.ReleaseVersionList
 import net.adoptopenjdk.api.v3.models.Vendor
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.enums.SchemaType
 import org.eclipse.microprofile.openapi.annotations.media.Schema
@@ -26,6 +27,7 @@ import javax.ws.rs.core.MediaType
 @Tag(name = "Release Info")
 @Path("/v3/info")
 @Produces(MediaType.APPLICATION_JSON)
+@Timed
 class ReleaseListResource {
 
     @GET
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/VariantsResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/VariantsResource.kt
index 2d017356..bc8b0efa 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/VariantsResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/info/VariantsResource.kt
@@ -2,6 +2,7 @@ package net.adoptopenjdk.api.v3.routes.info
 
 import net.adoptopenjdk.api.v3.dataSources.APIDataStore
 import net.adoptopenjdk.api.v3.models.Variants
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.tags.Tag
 import javax.ws.rs.GET
@@ -12,6 +13,7 @@ import javax.ws.rs.core.MediaType
 @Tag(name = "Release Info")
 @Path("/v3/info")
 @Produces(MediaType.APPLICATION_JSON)
+@Timed
 class VariantsResource {
 
     @GET
diff --git a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/stats/DownloadStatsResource.kt b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/stats/DownloadStatsResource.kt
index 1af20824..6f2deb54 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/stats/DownloadStatsResource.kt
+++ b/adoptopenjdk-api-v3-frontend/src/main/kotlin/net/adoptopenjdk/api/v3/routes/stats/DownloadStatsResource.kt
@@ -10,6 +10,7 @@ import net.adoptopenjdk.api.v3.models.Release
 import net.adoptopenjdk.api.v3.models.ReleaseType
 import net.adoptopenjdk.api.v3.models.StatsSource
 import net.adoptopenjdk.api.v3.models.Vendor
+import org.eclipse.microprofile.metrics.annotation.Timed
 import org.eclipse.microprofile.openapi.annotations.Operation
 import org.eclipse.microprofile.openapi.annotations.enums.SchemaType
 import org.eclipse.microprofile.openapi.annotations.media.Schema
@@ -29,6 +30,7 @@ import javax.ws.rs.core.Response
 @Path("/v3/stats/downloads")
 @Produces(MediaType.APPLICATION_JSON)
 @Schema(hidden = true)
+@Timed
 class DownloadStatsResource {
     private val statsInterface = net.adoptopenjdk.api.v3.DownloadStatsInterface()
 
diff --git a/adoptopenjdk-api-v3-frontend/src/main/resources/ApplicationInsights.xml b/adoptopenjdk-api-v3-frontend/src/main/resources/ApplicationInsights.xml
new file mode 100644
index 00000000..7916c40a
--- /dev/null
+++ b/adoptopenjdk-api-v3-frontend/src/main/resources/ApplicationInsights.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?>
+<ApplicationInsights xmlns="http://schemas.microsoft.com/ApplicationInsights/2013/Settings" schemaVersion="2014-05-30">
+    <PerformanceCounters>
+        <UseBuiltIn>true</UseBuiltIn>
+    </PerformanceCounters>
+</ApplicationInsights>
diff --git a/adoptopenjdk-api-v3-frontend/src/main/resources/application.properties b/adoptopenjdk-api-v3-frontend/src/main/resources/application.properties
index 9989442e..41aa9cbe 100644
--- a/adoptopenjdk-api-v3-frontend/src/main/resources/application.properties
+++ b/adoptopenjdk-api-v3-frontend/src/main/resources/application.properties
@@ -10,3 +10,5 @@ quarkus.log.console.enable=true
 quarkus.log.file.enable=true
 
 vertx.disableFileCPResolving=true
+
+quarkus.smallrye-metrics.path=/v2/metrics
diff --git a/pom.xml b/pom.xml
index 7b22fe75..fad6eede 100644
--- a/pom.xml
+++ b/pom.xml
@@ -25,7 +25,7 @@
         <maven.compiler.testTarget>11</maven.compiler.testTarget>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
-        <quarkus.version>1.4.1.Final</quarkus.version>
+        <quarkus.version>1.6.1.Final</quarkus.version>
         <surefire-plugin.version>3.0.0-M3</surefire-plugin.version>
     </properties>