diff --git a/src/System.Management.Automation/engine/parser/TypeInferenceVisitor.cs b/src/System.Management.Automation/engine/parser/TypeInferenceVisitor.cs
index 206c0737c10..5a3207c446e 100644
--- a/src/System.Management.Automation/engine/parser/TypeInferenceVisitor.cs
+++ b/src/System.Management.Automation/engine/parser/TypeInferenceVisitor.cs
@@ -1048,10 +1048,25 @@ private void InferTypesFrom(CommandAst commandAst, List<PSTypeName> inferredType
                     inferredTypes.AddRange(inferTypesFromObjectCmdlets);
                     return;
                 }
+
+                if (cmdletInfo.ImplementingType.FullName.EqualsOrdinalIgnoreCase("Microsoft.PowerShell.Commands.GetRandomCommand")
+                    && pseudoBinding.BoundArguments.TryGetValue("InputObject", out var value))
+                {
+                    if (value.ParameterArgumentType == AstParameterArgumentType.PipeObject)
+                    {
+                        InferTypesFromPreviousCommand(commandAst, inferredTypes);
+                    }
+                    else if (value.ParameterArgumentType == AstParameterArgumentType.AstPair)
+                    {
+                        inferredTypes.AddRange(InferTypes(((AstPair)value).Argument));
+                    }
+
+                    return;
+                }
             }
 
             // The OutputType property ignores the parameter set specified in the OutputTypeAttribute.
-            // With psuedo-binding, we actually know the candidate parameter sets, so we could take
+            // With pseudo-binding, we actually know the candidate parameter sets, so we could take
             // advantage of it here, but I opted for the simpler code because so few cmdlets use
             // ParameterSetName in OutputType and of the ones I know about, it isn't that useful.
             inferredTypes.AddRange(commandInfo.OutputType);
diff --git a/test/powershell/engine/Api/TypeInference.Tests.ps1 b/test/powershell/engine/Api/TypeInference.Tests.ps1
index 0376abdadab..612912029a8 100644
--- a/test/powershell/engine/Api/TypeInference.Tests.ps1
+++ b/test/powershell/engine/Api/TypeInference.Tests.ps1
@@ -524,6 +524,24 @@ Describe "Type inference Tests" -tags "CI" {
         $res.Name | Should -Be "System.String"
     }
 
+    It "Infers typeof Get-Random with pipeline input" {
+        $res = [AstTypeInference]::InferTypeOf( { "Hello","World" | Get-Random }.Ast)
+        $res.Count | Should -Be 1
+        $res.Name | Should -Be "System.String"
+    }
+
+    It "Infers typeof Get-Random with astpair input" {
+        $res = [AstTypeInference]::InferTypeOf( { Get-Random -InputObject Hello,World }.Ast)
+        $res.Count | Should -Be 1
+        $res.Name | Should -Be "System.String[]"
+    }
+
+    It "Infers typeof Get-Random with no input" {
+        $res = [AstTypeInference]::InferTypeOf( { Get-Random }.Ast)
+        $res.Count | Should -Be 3
+        $res.Name -join ', ' | Should -Be "System.Int32, System.Int64, System.Double"
+    }
+
     It "Infers typeof Group-Object Group" {
         $res = [AstTypeInference]::InferTypeOf( { Get-ChildItem | Group-Object | ForEach-Object Group  }.Ast)
         $res.Count | Should -Be 3