diff --git a/src/ApiService/ApiService/ApiService.csproj b/src/ApiService/ApiService/ApiService.csproj
index 3e42f47511b..2d27978b2d3 100644
--- a/src/ApiService/ApiService/ApiService.csproj
+++ b/src/ApiService/ApiService/ApiService.csproj
@@ -8,7 +8,7 @@
   <ItemGroup>
     <PackageReference Include="Azure.ResourceManager.Monitor" Version="1.0.0-beta.2" />
     <PackageReference Include="Faithlife.Utility" Version="0.12.2" />
-    <PackageReference Include="Microsoft.ApplicationInsights.DependencyCollector" Version="2.21.0" />
+    <PackageReference Include="Microsoft.ApplicationInsights.AspNetCore" Version="2.21.0" />
     <PackageReference Include="Semver" Version="2.1.0" />
     <PackageReference Include="Azure.Security.KeyVault.Secrets" Version="4.3.0" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Storage" Version="5.0.0" />
@@ -20,7 +20,6 @@
     <PackageReference Include="Microsoft.Azure.Management.OperationalInsights" Version="0.24.0-preview" />
     <PackageReference Include="Microsoft.Azure.Management.Monitor" Version="0.28.0-preview" />
 
-    <PackageReference Include="Microsoft.Extensions.Logging.ApplicationInsights" Version="2.21.0" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" Version="1.3.0" OutputItemType="Analyzer" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker" Version="1.6.0" />
     <PackageReference Include="Azure.Data.Tables" Version="12.5.0" />
diff --git a/src/ApiService/ApiService/Log.cs b/src/ApiService/ApiService/Log.cs
index 04a19f2f5b9..8cb92b0e8d2 100644
--- a/src/ApiService/ApiService/Log.cs
+++ b/src/ApiService/ApiService/Log.cs
@@ -65,8 +65,8 @@ public interface ILog {
 class AppInsights : ILog {
     private readonly TelemetryClient _telemetryClient;
 
-    public AppInsights(TelemetryConfiguration config) {
-        _telemetryClient = new TelemetryClient(config);
+    public AppInsights(TelemetryClient client) {
+        _telemetryClient = client;
     }
 
     public void Log(Guid correlationId, LogStringHandler message, SeverityLevel level, IReadOnlyDictionary<string, string> tags, string? caller) {
@@ -366,12 +366,12 @@ public interface ILogSinks {
 public class LogSinks : ILogSinks {
     private readonly List<ILog> _loggers;
 
-    public LogSinks(IServiceConfig config, TelemetryConfiguration telemetryConfiguration) {
+    public LogSinks(IServiceConfig config, TelemetryClient telemetryClient) {
         _loggers = new List<ILog>();
         foreach (var dest in config.LogDestinations) {
             _loggers.Add(
                 dest switch {
-                    LogDestination.AppInsights => new AppInsights(telemetryConfiguration),
+                    LogDestination.AppInsights => new AppInsights(telemetryClient),
                     LogDestination.Console => new Console(),
                     _ => throw new Exception($"Unhandled Log Destination type: {dest}"),
                 }
diff --git a/src/ApiService/ApiService/Program.cs b/src/ApiService/ApiService/Program.cs
index 9e88a0f813b..9f5a8a85881 100644
--- a/src/ApiService/ApiService/Program.cs
+++ b/src/ApiService/ApiService/Program.cs
@@ -44,6 +44,8 @@ public async Async.Task Invoke(FunctionContext context, FunctionExecutionDelegat
     //Move out expensive resources into separate class, and add those as Singleton
     // ArmClient, Table Client(s), Queue Client(s), HttpClient, etc.
     public static async Async.Task Main() {
+        var configuration = new ServiceConfiguration();
+
         using var host =
             new HostBuilder()
             .ConfigureFunctionsWorkerDefaults(
@@ -110,18 +112,14 @@ public static async Async.Task Main() {
                 .AddScoped<INodeMessageOperations, NodeMessageOperations>()
                 .AddScoped<ISubnet, Subnet>()
                 .AddScoped<IAutoScaleOperations, AutoScaleOperations>()
-
-                .AddSingleton<TelemetryConfiguration>(provider => {
-                    var config = provider.GetRequiredService<IServiceConfig>();
-                    return new() {
-                        ConnectionString = $"InstrumentationKey={config.ApplicationInsightsInstrumentationKey}",
-                    };
+                .AddApplicationInsightsTelemetry(options => {
+                    options.ConnectionString = $"InstrumentationKey={configuration.ApplicationInsightsInstrumentationKey}";
                 })
                 .AddSingleton<GraphServiceClient>(new GraphServiceClient(new DefaultAzureCredential()))
                 .AddSingleton<DependencyTrackingTelemetryModule>()
                 .AddSingleton<ICreds, Creds>()
                 .AddSingleton<EntityConverter>()
-                .AddSingleton<IServiceConfig, ServiceConfiguration>()
+                .AddSingleton<IServiceConfig>(configuration)
                 .AddSingleton<IStorage, Storage>()
                 .AddSingleton<ILogSinks, LogSinks>()
                 .AddHttpClient()
@@ -129,13 +127,6 @@ public static async Async.Task Main() {
             })
             .Build();
 
-        // Set up Application Insights dependency tracking:
-        {
-            var telemetryConfig = host.Services.GetRequiredService<TelemetryConfiguration>();
-            var module = host.Services.GetRequiredService<DependencyTrackingTelemetryModule>();
-            module.Initialize(telemetryConfig);
-        }
-
         // Initialize expected Storage tables:
         await SetupStorage(
             host.Services.GetRequiredService<IStorage>(),
diff --git a/src/ApiService/ApiService/packages.lock.json b/src/ApiService/ApiService/packages.lock.json
index 8ff9fc8b0ac..7e8a76503d3 100644
--- a/src/ApiService/ApiService/packages.lock.json
+++ b/src/ApiService/ApiService/packages.lock.json
@@ -157,6 +157,25 @@
         "resolved": "0.12.2",
         "contentHash": "JgMAGj8ekeAzKkagubXqf1UqgfHq89GyA1UQYWbkAe441uRr2Rh2rktkx5Z0LPwmD/aOqu9cxjekD2GZjP8rbw=="
       },
+      "Microsoft.ApplicationInsights.AspNetCore": {
+        "type": "Direct",
+        "requested": "[2.21.0, )",
+        "resolved": "2.21.0",
+        "contentHash": "d+7MB4YdUMc9Mtq2u6C7TritzC0eKfHkhGmlnNckDDQiOQuk9IHMPxUmPBRMm/tn+db8fI/BYno9jGxLhI+SZw==",
+        "dependencies": {
+          "Microsoft.ApplicationInsights": "2.21.0",
+          "Microsoft.ApplicationInsights.DependencyCollector": "2.21.0",
+          "Microsoft.ApplicationInsights.EventCounterCollector": "2.21.0",
+          "Microsoft.ApplicationInsights.PerfCounterCollector": "2.21.0",
+          "Microsoft.ApplicationInsights.WindowsServer": "2.21.0",
+          "Microsoft.ApplicationInsights.WindowsServer.TelemetryChannel": "2.21.0",
+          "Microsoft.AspNetCore.Hosting": "2.1.1",
+          "Microsoft.AspNetCore.Http": "2.1.22",
+          "Microsoft.Extensions.Configuration.Json": "3.1.0",
+          "Microsoft.Extensions.Logging.ApplicationInsights": "2.21.0",
+          "System.Text.Encodings.Web": "4.7.2"
+        }
+      },
       "Microsoft.ApplicationInsights.DependencyCollector": {
         "type": "Direct",
         "requested": "[2.21.0, )",
@@ -424,6 +443,45 @@
           "System.Diagnostics.DiagnosticSource": "5.0.0"
         }
       },
+      "Microsoft.ApplicationInsights.EventCounterCollector": {
+        "type": "Transitive",
+        "resolved": "2.21.0",
+        "contentHash": "MfF9IKxx9UhaYHVFQ1VKw0LYvBhkjZtPNUmCTYlGws0N7D2EaupmeIj/EWalqP47sQRedR9+VzARsONcwH8OCA==",
+        "dependencies": {
+          "Microsoft.ApplicationInsights": "2.21.0"
+        }
+      },
+      "Microsoft.ApplicationInsights.PerfCounterCollector": {
+        "type": "Transitive",
+        "resolved": "2.21.0",
+        "contentHash": "RcckSVkfu+NkDie6/HyM6AVLHmTMVZrUrYnDeJdvRByOc2a+DqTM6KXMtsTHW/5+K7DT9QK5ZrZdi0YbBW8PVA==",
+        "dependencies": {
+          "Microsoft.ApplicationInsights": "2.21.0",
+          "Microsoft.Extensions.Caching.Memory": "1.0.0",
+          "System.Diagnostics.PerformanceCounter": "4.7.0"
+        }
+      },
+      "Microsoft.ApplicationInsights.WindowsServer": {
+        "type": "Transitive",
+        "resolved": "2.21.0",
+        "contentHash": "Xbhss7dqbKyE5PENm1lRA9oxzhKEouKGMzgNqJ9xTHPZiogDwKVMK02qdbVhvaXKf9zG8RvvIpM5tnGR5o+Onw==",
+        "dependencies": {
+          "Microsoft.ApplicationInsights": "2.21.0",
+          "Microsoft.ApplicationInsights.DependencyCollector": "2.21.0",
+          "Microsoft.ApplicationInsights.PerfCounterCollector": "2.21.0",
+          "Microsoft.ApplicationInsights.WindowsServer.TelemetryChannel": "2.21.0",
+          "System.Diagnostics.DiagnosticSource": "5.0.0"
+        }
+      },
+      "Microsoft.ApplicationInsights.WindowsServer.TelemetryChannel": {
+        "type": "Transitive",
+        "resolved": "2.21.0",
+        "contentHash": "7D4oq+9YyagEPx+0kNNOXdG6c7IDM/2d+637nAYKFqdWhNN0IqHZEed0DuG28waj7hBSLM9lBO+B8qQqgfE4rw==",
+        "dependencies": {
+          "Microsoft.ApplicationInsights": "2.21.0",
+          "System.IO.FileSystem.AccessControl": "4.7.0"
+        }
+      },
       "Microsoft.AspNet.WebApi.Client": {
         "type": "Transitive",
         "resolved": "5.2.7",
@@ -458,6 +516,94 @@
         "resolved": "5.0.8",
         "contentHash": "ZI9S2NGjuOKXN3PxJcF8EKVwd1cqpWyUSqiVoH8gqq5tlHaXULwPmoR0DBOFON4sEFETRWI69f5RQ3tJWw205A=="
       },
+      "Microsoft.AspNetCore.Hosting": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "MqYc0DUxrhAPnb5b4HFspxsoJT+gJlLsliSxIgovf4BsbmpaXQId0/pDiVzLuEbmks2w1/lRfY8w0lQOuK1jQQ==",
+        "dependencies": {
+          "Microsoft.AspNetCore.Hosting.Abstractions": "2.1.1",
+          "Microsoft.AspNetCore.Http": "2.1.1",
+          "Microsoft.AspNetCore.Http.Extensions": "2.1.1",
+          "Microsoft.Extensions.Configuration": "2.1.1",
+          "Microsoft.Extensions.Configuration.EnvironmentVariables": "2.1.1",
+          "Microsoft.Extensions.Configuration.FileExtensions": "2.1.1",
+          "Microsoft.Extensions.DependencyInjection": "2.1.1",
+          "Microsoft.Extensions.FileProviders.Physical": "2.1.1",
+          "Microsoft.Extensions.Hosting.Abstractions": "2.1.1",
+          "Microsoft.Extensions.Logging": "2.1.1",
+          "Microsoft.Extensions.Options": "2.1.1",
+          "System.Diagnostics.DiagnosticSource": "4.5.0",
+          "System.Reflection.Metadata": "1.6.0"
+        }
+      },
+      "Microsoft.AspNetCore.Hosting.Abstractions": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "76cKcp2pWhvdV2TXTqMg/DyW7N6cDzTEhtL8vVWFShQN+Ylwv3eO/vUQr2BS3Hz4IZHEpL+FOo2T+MtymHDqDQ==",
+        "dependencies": {
+          "Microsoft.AspNetCore.Hosting.Server.Abstractions": "2.1.1",
+          "Microsoft.AspNetCore.Http.Abstractions": "2.1.1",
+          "Microsoft.Extensions.Hosting.Abstractions": "2.1.1"
+        }
+      },
+      "Microsoft.AspNetCore.Hosting.Server.Abstractions": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "+vD7HJYzAXNq17t+NgRkpS38cxuAyOBu8ixruOiA3nWsybozolUdALWiZ5QFtGRzajSLPFA2YsbO3NPcqoUwcw==",
+        "dependencies": {
+          "Microsoft.AspNetCore.Http.Features": "2.1.1",
+          "Microsoft.Extensions.Configuration.Abstractions": "2.1.1"
+        }
+      },
+      "Microsoft.AspNetCore.Http": {
+        "type": "Transitive",
+        "resolved": "2.1.22",
+        "contentHash": "+Blk++1JWqghbl8+3azQmKhiNZA5wAepL9dY2I6KVmu2Ri07MAcvAVC888qUvO7yd7xgRgZOMfihezKg14O/2A==",
+        "dependencies": {
+          "Microsoft.AspNetCore.Http.Abstractions": "2.1.1",
+          "Microsoft.AspNetCore.WebUtilities": "2.1.1",
+          "Microsoft.Extensions.ObjectPool": "2.1.1",
+          "Microsoft.Extensions.Options": "2.1.1",
+          "Microsoft.Net.Http.Headers": "2.1.1"
+        }
+      },
+      "Microsoft.AspNetCore.Http.Abstractions": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "kQUEVOU4loc8CPSb2WoHFTESqwIa8Ik7ysCBfTwzHAd0moWovc9JQLmhDIHlYLjHbyexqZAlkq/FPRUZqokebw==",
+        "dependencies": {
+          "Microsoft.AspNetCore.Http.Features": "2.1.1",
+          "System.Text.Encodings.Web": "4.5.0"
+        }
+      },
+      "Microsoft.AspNetCore.Http.Extensions": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "ncAgV+cqsWSqjLXFUTyObGh4Tr7ShYYs3uW8Q/YpRwZn7eLV7dux5Z6GLY+rsdzmIHiia3Q2NWbLULQi7aziHw==",
+        "dependencies": {
+          "Microsoft.AspNetCore.Http.Abstractions": "2.1.1",
+          "Microsoft.Extensions.FileProviders.Abstractions": "2.1.1",
+          "Microsoft.Net.Http.Headers": "2.1.1",
+          "System.Buffers": "4.5.0"
+        }
+      },
+      "Microsoft.AspNetCore.Http.Features": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "VklZ7hWgSvHBcDtwYYkdMdI/adlf7ebxTZ9kdzAhX+gUs5jSHE9mZlTamdgf9miSsxc1QjNazHXTDJdVPZKKTw==",
+        "dependencies": {
+          "Microsoft.Extensions.Primitives": "2.1.1"
+        }
+      },
+      "Microsoft.AspNetCore.WebUtilities": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "PGKIZt4+412Z/XPoSjvYu/QIbTxcAQuEFNoA1Pw8a9mgmO0ZhNBmfaNyhgXFf7Rq62kP0tT/2WXpxdcQhkFUPA==",
+        "dependencies": {
+          "Microsoft.Net.Http.Headers": "2.1.1",
+          "System.Text.Encodings.Web": "4.5.0"
+        }
+      },
       "Microsoft.Azure.Functions.Worker.Core": {
         "type": "Transitive",
         "resolved": "1.4.0",
@@ -778,6 +924,11 @@
           "Microsoft.Extensions.Primitives": "5.0.0"
         }
       },
+      "Microsoft.Extensions.ObjectPool": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "SErON45qh4ogDp6lr6UvVmFYW0FERihW+IQ+2JyFv1PUyWktcJytFaWH5zarufJvZwhci7Rf1IyGXr9pVEadTw=="
+      },
       "Microsoft.Extensions.Options": {
         "type": "Transitive",
         "resolved": "5.0.0",
@@ -876,6 +1027,15 @@
           "System.Security.Cryptography.Cng": "4.5.0"
         }
       },
+      "Microsoft.Net.Http.Headers": {
+        "type": "Transitive",
+        "resolved": "2.1.1",
+        "contentHash": "lPNIphl8b2EuhOE9dMH6EZDmu7pS882O+HMi5BJNsigxHaWlBrYxZHFZgE18cyaPp6SSZcTkKkuzfjV/RRQKlA==",
+        "dependencies": {
+          "Microsoft.Extensions.Primitives": "2.1.1",
+          "System.Buffers": "4.5.0"
+        }
+      },
       "Microsoft.NETCore.Platforms": {
         "type": "Transitive",
         "resolved": "5.0.0",
@@ -1161,15 +1321,8 @@
       },
       "System.Buffers": {
         "type": "Transitive",
-        "resolved": "4.3.0",
-        "contentHash": "ratu44uTIHgeBeI0dE8DWvmXVBSo4u7ozRZZHOMmK/JPpYyo0dAfgSiHlpiObMQ5lEtEyIXA40sKRYg5J6A8uQ==",
-        "dependencies": {
-          "System.Diagnostics.Debug": "4.3.0",
-          "System.Diagnostics.Tracing": "4.3.0",
-          "System.Resources.ResourceManager": "4.3.0",
-          "System.Runtime": "4.3.0",
-          "System.Threading": "4.3.0"
-        }
+        "resolved": "4.5.0",
+        "contentHash": "pL2ChpaRRWI/p4LXyy4RgeWlYF2sgfj/pnVMvBqwNFr5cXg7CXNnWZWxrOONLg8VGdFB8oB+EG2Qw4MLgTOe+A=="
       },
       "System.Collections": {
         "type": "Transitive",
@@ -1205,10 +1358,11 @@
       },
       "System.Configuration.ConfigurationManager": {
         "type": "Transitive",
-        "resolved": "4.4.1",
-        "contentHash": "jz3TWKMAeuDEyrPCK5Jyt4bzQcmzUIMcY9Ud6PkElFxTfnsihV+9N/UCqvxe1z5gc7jMYAnj7V1COMS9QKIuHQ==",
+        "resolved": "4.7.0",
+        "contentHash": "/anOTeSZCNNI2zDilogWrZ8pNqCmYbzGNexUnNhjW8k0sHqEZ2nHJBp147jBV3hGYswu5lINpNg1vxR7bnqvVA==",
         "dependencies": {
-          "System.Security.Cryptography.ProtectedData": "4.4.0"
+          "System.Security.Cryptography.ProtectedData": "4.7.0",
+          "System.Security.Permissions": "4.7.0"
         }
       },
       "System.Console": {
@@ -1259,6 +1413,17 @@
           "System.Security.Principal.Windows": "5.0.0"
         }
       },
+      "System.Diagnostics.PerformanceCounter": {
+        "type": "Transitive",
+        "resolved": "4.7.0",
+        "contentHash": "kE9szT4i3TYT9bDE/BPfzg9/BL6enMiZlcUmnUEBrhRtxWvurKoa8qhXkLTRhrxMzBqaDleWlRfIPE02tulU+w==",
+        "dependencies": {
+          "Microsoft.NETCore.Platforms": "3.1.0",
+          "Microsoft.Win32.Registry": "4.7.0",
+          "System.Configuration.ConfigurationManager": "4.7.0",
+          "System.Security.Principal.Windows": "4.7.0"
+        }
+      },
       "System.Diagnostics.Tools": {
         "type": "Transitive",
         "resolved": "4.3.0",
@@ -1391,6 +1556,15 @@
           "System.Threading.Tasks": "4.3.0"
         }
       },
+      "System.IO.FileSystem.AccessControl": {
+        "type": "Transitive",
+        "resolved": "4.7.0",
+        "contentHash": "vMToiarpU81LR1/KZtnT7VDPvqAZfw9oOS5nY6pPP78nGYz3COLsQH3OfzbR+SjTgltd31R6KmKklz/zDpTmzw==",
+        "dependencies": {
+          "System.Security.AccessControl": "4.7.0",
+          "System.Security.Principal.Windows": "4.7.0"
+        }
+      },
       "System.IO.FileSystem.Primitives": {
         "type": "Transitive",
         "resolved": "4.3.0",
@@ -1584,6 +1758,11 @@
           "System.Runtime": "4.3.0"
         }
       },
+      "System.Reflection.Metadata": {
+        "type": "Transitive",
+        "resolved": "1.6.0",
+        "contentHash": "COC1aiAJjCoA5GBF+QKL2uLqEBew4JsCkQmoHKbN3TlOZKa2fKLz5CpiRQKDz0RsAOEGsVKqOD5bomsXq/4STQ=="
+      },
       "System.Reflection.Primitives": {
         "type": "Transitive",
         "resolved": "4.3.0",