O WiX falha no Build Server

Eu tenho um projeto usando o WiX. Ele funciona bem na minha máquina local, mas quando eu publico no servidor de compilação, a compilação explode com o seguinte.

Do log do MSBuild

Using "HeatDirectory" task from assembly "C:\Program Files (x86)\WiX Toolset v3.6\bin\\WixTasks.dll".
Task "HeatDirectory"
  Command:
  C:\Program Files (x86)\WiX Toolset v3.6\bin\Heat.exe dir "C:\Builds\3\Project\Foo Bar - CI\Sources\Company.Foobar.UI\obj\BuildServer\Package\PackageTmp\\" -cg Company.Foobar.UI_Project -dr INSTALLLOCATION -scom -sreg -srd -var var.WebServiceProjectDir -ag -sfrag -out web\Company.Foobar.UI.wxs
  Could not load file or assembly 'file:///C:\Program Files (x86)\WiX Toolset v3.6\bin\Heat.exe' or one of its dependencies. An attempt was made to load a program with an incorrect format.
     at System.Reflection.RuntimeAssembly._nLoad(AssemblyName fileName, String codeBase, Evidence assemblySecurity, RuntimeAssembly locationHint, StackCrawlMark& stackMark, IntPtr pPrivHostBinder, Boolean throwOnFileNotFound, Boolean forIntrospection, Boolean suppressSecurityChecks)
     at System.Reflection.RuntimeAssembly.InternalLoadAssemblyName(AssemblyName assemblyRef, Evidence assemblySecurity, RuntimeAssembly reqAssembly, StackCrawlMark& stackMark, IntPtr pPrivHostBinder, Boolean throwOnFileNotFound, Boolean forIntrospection, Boolean suppressSecurityChecks)
     at System.Reflection.RuntimeAssembly.InternalLoadAssemblyName(AssemblyName assemblyRef, Evidence assemblySecurity, RuntimeAssembly reqAssembly, StackCrawlMark& stackMark, Boolean throwOnFileNotFound, Boolean forIntrospection, Boolean suppressSecurityChecks)
     at System.Reflection.RuntimeAssembly.InternalLoadFrom(String assemblyFile, Evidence securityEvidence, Byte[] hashValue, AssemblyHashAlgorithm hashAlgorithm, Boolean forIntrospection, Boolean suppressSecurityChecks, StackCrawlMark& stackMark)
     at System.Reflection.Assembly.LoadFrom(String assemblyFile)
     at Microsoft.Tools.WindowsInstallerXml.Build.Tasks.WixToolTask.ExecuteToolThread(Object parameters)

Eu tenho o Wix 3.6 instalado no servidor de compilação e a conta que está executando o tfs build está listada no grupo de administradores de domínio.

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