diff --git a/ci/windows.ps1 b/ci/windows.ps1
index ad2a029..3b46ef9 100644
--- a/ci/windows.ps1
+++ b/ci/windows.ps1
@@ -22,6 +22,8 @@ param (
     [string]$build = "windows"
  )
 
+Add-Type -AssemblyName System.IO.Compression.FileSystem
+
 Write-Host "NFHTTP build process starting..."
 Write-Host $build
 
@@ -30,6 +32,10 @@ try
 	# Upgrade pip or else the CI will complain
 	c:\python27\python.exe -m pip install --upgrade pip
 
+	wget https://dl.bintray.com/boostorg/release/1.64.0/source/boost_1_64_0.zip -OutFile boost_1_64_0.zip
+	[System.IO.Compression.ZipFile]::ExtractToDirectory("boost_1_64_0.zip", "boost_1_64_0")
+	$env:BOOST_ROOT = Join-Path $PSScriptRoot "boost_1_64_0"
+
 	# Start virtualenv
 	pip install virtualenv
 	virtualenv nfhttp_env