diff --git a/sdk/core/Azure.Core.Experimental/api/Azure.Core.Experimental.netstandard2.0.cs b/sdk/core/Azure.Core.Experimental/api/Azure.Core.Experimental.netstandard2.0.cs
index a57d83d869b6f..b8ee6c1467b4e 100644
--- a/sdk/core/Azure.Core.Experimental/api/Azure.Core.Experimental.netstandard2.0.cs
+++ b/sdk/core/Azure.Core.Experimental/api/Azure.Core.Experimental.netstandard2.0.cs
@@ -19,6 +19,21 @@ public enum ResponseStatusOption
 }
 namespace Azure.Core
 {
+    public partial class ClassifiedResponse : Azure.Response
+    {
+        public ClassifiedResponse(Azure.Response response) { }
+        public override string ClientRequestId { get { throw null; } set { } }
+        public override System.IO.Stream? ContentStream { get { throw null; } set { } }
+        public bool IsError { get { throw null; } }
+        public override string ReasonPhrase { get { throw null; } }
+        public override int Status { get { throw null; } }
+        protected override bool ContainsHeader(string name) { throw null; }
+        public override void Dispose() { }
+        protected virtual void Dispose(bool disposing) { }
+        protected override System.Collections.Generic.IEnumerable<Azure.Core.HttpHeader> EnumerateHeaders() { throw null; }
+        protected override bool TryGetHeader(string name, out string? value) { throw null; }
+        protected override bool TryGetHeaderValues(string name, out System.Collections.Generic.IEnumerable<string>? values) { throw null; }
+    }
     [System.Runtime.InteropServices.StructLayoutAttribute(System.Runtime.InteropServices.LayoutKind.Sequential)]
     public readonly partial struct ContentType : System.IEquatable<Azure.Core.ContentType>, System.IEquatable<string>
     {
@@ -173,3 +188,10 @@ public partial class ProtocolClientOptions : Azure.Core.ClientOptions
         public ProtocolClientOptions() { }
     }
 }
+namespace Azure.Core.Pipeline
+{
+    public static partial class ResponseExtensions
+    {
+        public static bool IsError(this Azure.Response response) { throw null; }
+    }
+}
diff --git a/sdk/core/Azure.Core.Experimental/src/ClassifiedResponse.cs b/sdk/core/Azure.Core.Experimental/src/ClassifiedResponse.cs
new file mode 100644
index 0000000000000..e8ed3f2dd2a28
--- /dev/null
+++ b/sdk/core/Azure.Core.Experimental/src/ClassifiedResponse.cs
@@ -0,0 +1,88 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using System.Collections.Generic;
+using System.Diagnostics;
+using System.Diagnostics.CodeAnalysis;
+using System.IO;
+using System.Text;
+
+namespace Azure.Core
+{
+    /// <summary>
+    /// Wrap Response and add IsError field.
+    /// </summary>
+    public class ClassifiedResponse : Response
+    {
+        private bool _disposed;
+
+        private Response Response { get; }
+
+        /// <summary>
+        /// </summary>
+        public bool IsError { get; private set; }
+
+        internal void EvaluateError(HttpMessage message)
+        {
+            IsError = message.ResponseClassifier.IsErrorResponse(message);
+        }
+
+        /// <inheritdoc />
+        public override int Status => Response.Status;
+        /// <inheritdoc />
+        public override string ReasonPhrase => Response.ReasonPhrase;
+        /// <inheritdoc />
+        public override Stream? ContentStream { get => Response.ContentStream; set => Response.ContentStream = value; }
+        /// <inheritdoc />
+        public override string ClientRequestId { get => Response.ClientRequestId; set => Response.ClientRequestId = value; }
+        /// <inheritdoc />
+        protected override bool TryGetHeader(string name, [NotNullWhen(true)] out string? value) => Response.Headers.TryGetValue(name, out value);
+        /// <inheritdoc />
+        protected override bool TryGetHeaderValues(string name, [NotNullWhen(true)] out IEnumerable<string>? values) => Response.Headers.TryGetValues(name, out values);
+        /// <inheritdoc />
+        protected override bool ContainsHeader(string name) => Response.Headers.Contains(name);
+        /// <inheritdoc />
+        protected override IEnumerable<HttpHeader> EnumerateHeaders() => Response.Headers;
+
+        /// <summary>
+        /// Represents a result of Azure operation with a <see cref="JsonData"/> response.
+        /// </summary>
+        /// <param name="response">The response returned by the service.</param>
+        public ClassifiedResponse(Response response)
+        {
+            Response = response;
+        }
+
+        /// <summary>
+        /// Frees resources held by the <see cref="DynamicResponse"/> object.
+        /// </summary>
+        public override void Dispose()
+        {
+            Dispose(true);
+            GC.SuppressFinalize(this);
+        }
+
+        /// <summary>
+        /// Frees resources held by the <see cref="DynamicResponse"/> object.
+        /// </summary>
+        /// <param name="disposing">true if we should dispose, otherwise false</param>
+        protected virtual void Dispose(bool disposing)
+        {
+            if (_disposed)
+            {
+                return;
+            }
+            if (disposing)
+            {
+                Response.Dispose();
+            }
+            _disposed = true;
+        }
+
+        private string DebuggerDisplay
+        {
+            get => $"{{Status: {Response.Status}, IsError: {IsError}}}";
+        }
+    }
+}
diff --git a/sdk/core/Azure.Core.Experimental/src/ResponseExtensions.cs b/sdk/core/Azure.Core.Experimental/src/ResponseExtensions.cs
new file mode 100644
index 0000000000000..34545c5768bc8
--- /dev/null
+++ b/sdk/core/Azure.Core.Experimental/src/ResponseExtensions.cs
@@ -0,0 +1,33 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+#nullable disable
+
+using System;
+
+namespace Azure.Core.Pipeline
+{
+    /// <summary>
+    /// Extensions for experimenting with Response API.
+    /// </summary>
+    public static class ResponseExtensions
+    {
+        /// <summary>
+        /// This will be a property on the non-experimental Azure.Core.Response.
+        /// </summary>
+        /// <param name="response"></param>
+        /// <returns></returns>
+        public static bool IsError(this Response response)
+        {
+            var classifiedResponse = response as ClassifiedResponse;
+
+            if (classifiedResponse == null)
+            {
+                throw new InvalidOperationException("IsError was not set on the response. " +
+                    "Please ensure the pipeline includes ResponsePropertiesPolicy.");
+            }
+
+            return classifiedResponse.IsError;
+        }
+    }
+}
diff --git a/sdk/core/Azure.Core.Experimental/src/ResponsePropertiesPolicy.cs b/sdk/core/Azure.Core.Experimental/src/ResponsePropertiesPolicy.cs
new file mode 100644
index 0000000000000..9de89f88f3758
--- /dev/null
+++ b/sdk/core/Azure.Core.Experimental/src/ResponsePropertiesPolicy.cs
@@ -0,0 +1,44 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using System.Threading.Tasks;
+using Azure.Core.Pipeline;
+
+namespace Azure.Core
+{
+    /// <summary>
+    /// </summary>
+    internal class ResponsePropertiesPolicy : HttpPipelinePolicy
+    {
+        /// <inheritdoc/>
+        public override void Process(HttpMessage message, ReadOnlyMemory<HttpPipelinePolicy> pipeline)
+        {
+            ProcessAsync(message, pipeline, false).EnsureCompleted();
+        }
+
+        /// <inheritdoc/>
+        public override ValueTask ProcessAsync(HttpMessage message, ReadOnlyMemory<HttpPipelinePolicy> pipeline)
+        {
+            return ProcessAsync(message, pipeline, true);
+        }
+
+        private static async ValueTask ProcessAsync(HttpMessage message, ReadOnlyMemory<HttpPipelinePolicy> pipeline, bool async)
+        {
+            if (async)
+            {
+                await ProcessNextAsync(message, pipeline).ConfigureAwait(false);
+            }
+            else
+            {
+                ProcessNext(message, pipeline);
+            }
+
+            // In the non-experimental version of this policy, these lines reduce to:
+            // > message.Response.EvaluateError(message);
+            ClassifiedResponse response = new ClassifiedResponse(message.Response);
+            response.EvaluateError(message);
+            message.Response = response;
+        }
+    }
+}
diff --git a/sdk/core/Azure.Core.Experimental/tests/PipelineTests.cs b/sdk/core/Azure.Core.Experimental/tests/PipelineTests.cs
new file mode 100644
index 0000000000000..994e4f4211a70
--- /dev/null
+++ b/sdk/core/Azure.Core.Experimental/tests/PipelineTests.cs
@@ -0,0 +1,91 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+using System;
+using System.Text.Json;
+using System.Threading;
+using System.Threading.Tasks;
+using Azure.Core.Experimental;
+using Azure.Core.Experimental.Tests;
+using Azure.Core.Experimental.Tests.Models;
+using Azure.Core.Pipeline;
+using Azure.Core.TestFramework;
+using NUnit.Framework;
+
+namespace Azure.Core.Tests
+{
+    public class PipelineTests : ClientTestBase
+    {
+        public PipelineTests(bool isAsync) : base(isAsync)
+        {
+        }
+
+        [Test]
+        public async Task PipelineSetsResponseIsErrorTrue()
+        {
+            var mockTransport = new MockTransport(
+                new MockResponse(500));
+
+            var pipeline = new HttpPipeline(mockTransport, new[] { new ResponsePropertiesPolicy() });
+
+            Request request = pipeline.CreateRequest();
+            request.Method = RequestMethod.Get;
+            request.Uri.Reset(new Uri("https://contoso.a.io"));
+            Response response = await pipeline.SendRequestAsync(request, CancellationToken.None);
+
+            Assert.IsTrue(response.IsError());
+        }
+
+        [Test]
+        public async Task PipelineSetsResponseIsErrorFalse()
+        {
+            var mockTransport = new MockTransport(
+                new MockResponse(200));
+
+            var pipeline = new HttpPipeline(mockTransport, new[] { new ResponsePropertiesPolicy() });
+
+            Request request = pipeline.CreateRequest();
+            request.Method = RequestMethod.Get;
+            request.Uri.Reset(new Uri("https://contoso.a.io"));
+            Response response = await pipeline.SendRequestAsync(request, CancellationToken.None);
+
+            Assert.IsFalse(response.IsError());
+        }
+
+        [Test]
+        public async Task CustomClassifierSetsResponseIsError()
+        {
+            var mockTransport = new MockTransport(
+                new MockResponse(404));
+
+            var pipeline = new HttpPipeline(mockTransport,
+                new[] { new ResponsePropertiesPolicy() },
+                new CustomResponseClassifier());
+
+            Request request = pipeline.CreateRequest();
+            request.Method = RequestMethod.Get;
+            request.Uri.Reset(new Uri("https://contoso.a.io"));
+            Response response = await pipeline.SendRequestAsync(request, CancellationToken.None);
+
+            Assert.IsFalse(response.IsError());
+        }
+
+        private class CustomResponseClassifier : ResponseClassifier
+        {
+            public override bool IsRetriableResponse(HttpMessage message)
+            {
+                return message.Response.Status == 500;
+            }
+
+            public override bool IsRetriableException(Exception exception)
+            {
+                return false;
+            }
+
+            public override bool IsErrorResponse(HttpMessage message)
+            {
+                return IsRetriableResponse(message);
+            }
+        }
+    }
+}