diff --git a/src/Microsoft.AspNetCore.Routing.Abstractions/RouteData.cs b/src/Microsoft.AspNetCore.Routing.Abstractions/RouteData.cs
index 0ece2b91de..e0628dc1bb 100644
--- a/src/Microsoft.AspNetCore.Routing.Abstractions/RouteData.cs
+++ b/src/Microsoft.AspNetCore.Routing.Abstractions/RouteData.cs
@@ -51,6 +51,20 @@ namespace Microsoft.AspNetCore.Routing
             }
         }
 
+        /// <summary>
+        /// Creates a new <see cref="RouteData"/> instance with the specified values.
+        /// </summary>
+        /// <param name="values">The <see cref="RouteValueDictionary"/> values.</param>
+        public RouteData(RouteValueDictionary values)
+        {
+            if (values == null)
+            {
+                throw new ArgumentNullException(nameof(values));
+            }
+
+            _values = values;
+        }
+
         /// <summary>
         /// Gets the data tokens produced by routes on the current routing path.
         /// </summary>
@@ -84,7 +98,7 @@ namespace Microsoft.AspNetCore.Routing
         }
 
         /// <summary>
-        /// Gets the set of values produced by routes on the current routing path.
+        /// Gets the values produced by routes on the current routing path.
         /// </summary>
         public RouteValueDictionary Values
         {
diff --git a/src/Microsoft.AspNetCore.Routing/DispatcherMiddleware.cs b/src/Microsoft.AspNetCore.Routing/DispatcherMiddleware.cs
index cccebfe7b1..6dd9cbed16 100644
--- a/src/Microsoft.AspNetCore.Routing/DispatcherMiddleware.cs
+++ b/src/Microsoft.AspNetCore.Routing/DispatcherMiddleware.cs
@@ -57,6 +57,9 @@ namespace Microsoft.AspNetCore.Routing
             var feature = new EndpointFeature();
             httpContext.Features.Set<IEndpointFeature>(feature);
 
+            // Back compat support for users of IRoutingFeature
+            httpContext.Features.Set<IRoutingFeature>(feature);
+
             // There's an inherent race condition between waiting for init and accessing the matcher
             // this is OK because once `_matcher` is initialized, it will not be set to null again.
             var matcher = await InitializeAsync();
diff --git a/src/Microsoft.AspNetCore.Routing/EndpointFeature.cs b/src/Microsoft.AspNetCore.Routing/EndpointFeature.cs
index 62d943ca84..99e5709867 100644
--- a/src/Microsoft.AspNetCore.Routing/EndpointFeature.cs
+++ b/src/Microsoft.AspNetCore.Routing/EndpointFeature.cs
@@ -6,12 +6,39 @@ using Microsoft.AspNetCore.Http;
 
 namespace Microsoft.AspNetCore.Routing
 {
-    public sealed class EndpointFeature : IEndpointFeature
+    public sealed class EndpointFeature : IEndpointFeature, IRoutingFeature
     {
+        private RouteData _routeData;
+        private RouteValueDictionary _values;
+
         public Endpoint Endpoint { get; set; }
 
         public Func<RequestDelegate, RequestDelegate> Invoker { get; set; }
 
-        public RouteValueDictionary Values { get; set; }
+        public RouteValueDictionary Values
+        {
+            get => _values;
+            set
+            {
+                _values = value;
+
+                // RouteData will be created next get with new Values
+                _routeData = null;
+            }
+        }
+
+        RouteData IRoutingFeature.RouteData
+        {
+            get
+            {
+                if (_routeData == null)
+                {
+                    _routeData = new RouteData(_values);
+                }
+
+                return _routeData;
+            }
+            set => throw new NotSupportedException();
+        }
     }
 }
diff --git a/test/Microsoft.AspNetCore.Routing.Tests/DispatcherMiddlewareTest.cs b/test/Microsoft.AspNetCore.Routing.Tests/DispatcherMiddlewareTest.cs
index 4f5b72de8d..26fb753c38 100644
--- a/test/Microsoft.AspNetCore.Routing.Tests/DispatcherMiddlewareTest.cs
+++ b/test/Microsoft.AspNetCore.Routing.Tests/DispatcherMiddlewareTest.cs
@@ -58,6 +58,30 @@ namespace Microsoft.AspNetCore.Routing
             Assert.Equal(expectedMessage, write.State?.ToString());
         }
 
+        [Fact]
+        public async Task Invoke_BackCompatGetRouteValue_ValueUsedFromEndpointFeature()
+        {
+            // Arrange
+            var httpContext = new DefaultHttpContext();
+            httpContext.RequestServices = new TestServiceProvider();
+
+            var middleware = CreateMiddleware();
+
+            // Act
+            await middleware.Invoke(httpContext);
+            var routeData = httpContext.GetRouteData();
+            var routeValue = httpContext.GetRouteValue("controller");
+            var endpointFeature = httpContext.Features.Get<IEndpointFeature>();
+
+            // Assert
+            Assert.NotNull(routeData);
+            Assert.Equal("Home", (string)routeValue);
+
+            // changing route data value is reflected in endpoint feature values
+            routeData.Values["testKey"] = "testValue";
+            Assert.Equal("testValue", endpointFeature.Values["testKey"]);
+        }
+
         private DispatcherMiddleware CreateMiddleware(Logger<DispatcherMiddleware> logger = null)
         {
             RequestDelegate next = (c) => Task.FromResult<object>(null);
diff --git a/test/Microsoft.AspNetCore.Routing.Tests/TestObjects/TestMatcher.cs b/test/Microsoft.AspNetCore.Routing.Tests/TestObjects/TestMatcher.cs
index 58b8f37840..4994cdd008 100644
--- a/test/Microsoft.AspNetCore.Routing.Tests/TestObjects/TestMatcher.cs
+++ b/test/Microsoft.AspNetCore.Routing.Tests/TestObjects/TestMatcher.cs
@@ -20,6 +20,7 @@ namespace Microsoft.AspNetCore.Routing.TestObjects
         {
             if (_isHandled)
             {
+                feature.Values = new RouteValueDictionary(new { controller = "Home", action = "Index" });
                 feature.Endpoint = new TestEndpoint(EndpointMetadataCollection.Empty, "Test endpoint");
             }