diff --git a/.kitchen.docker.yml b/.kitchen.docker.yml
new file mode 100644
index 0000000..03cc54b
--- /dev/null
+++ b/.kitchen.docker.yml
@@ -0,0 +1,3 @@
+---
+driver:
+  name: docker
diff --git a/.travis.yml b/.travis.yml
index 6564966..f9c5139 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,9 +5,53 @@ cache:
   bundler: true
   directories:
     - tmp/rubocop_cache
-sudo: false
+sudo: true
 env:
+  global:
+    - KITCHEN_LOCAL_YAML=.kitchen.docker.yml
   matrix:
-    - TASK='rubocop'
-    - TASK='foodcritic'
-script: bundle exec rake $TASK
+    - TASK='rake rubocop'
+    - TASK='rake foodcritic'
+    - TASK='kitchen test nrsysmond-default-ubuntu-1204'
+    - TASK='kitchen test plugin-agent-default-ubuntu-1204'
+    - TASK='kitchen test generic-agent-default-ubuntu-1204'
+    - TASK='kitchen test php-agent-default-ubuntu-1204'
+    - TASK='kitchen test php-external-default-ubuntu-1204'
+    - TASK='kitchen test nrsysmond-default-ubuntu-1404'
+    - TASK='kitchen test plugin-agent-default-ubuntu-1404'
+    - TASK='kitchen test generic-agent-default-ubuntu-1404'
+    - TASK='kitchen test php-agent-default-ubuntu-1404'
+    - TASK='kitchen test php-external-default-ubuntu-1404'
+    - TASK='kitchen test nrsysmond-default-ubuntu-1604'
+    - TASK='kitchen test plugin-agent-default-ubuntu-1604'
+    - TASK='kitchen test generic-agent-default-ubuntu-1604'
+    - TASK='kitchen test php-agent-default-ubuntu-1604'
+    - TASK='kitchen test php-external-default-ubuntu-1604'
+    - TASK='kitchen test nrsysmond-default-debian-79'
+    - TASK='kitchen test plugin-agent-default-debian-79'
+    - TASK='kitchen test generic-agent-default-debian-79'
+    - TASK='kitchen test php-agent-default-debian-79'
+    - TASK='kitchen test php-external-default-debian-79'
+    - TASK='kitchen test nrsysmond-default-debian-84'
+    - TASK='kitchen test plugin-agent-default-debian-84'
+    - TASK='kitchen test generic-agent-default-debian-84'
+    - TASK='kitchen test php-agent-default-debian-84'
+    - TASK='kitchen test php-external-default-debian-84'
+    - TASK='kitchen test nrsysmond-default-centos-67'
+    - TASK='kitchen test plugin-agent-default-centos-67'
+    - TASK='kitchen test generic-agent-default-centos-67'
+    - TASK='kitchen test php-agent-default-centos-67'
+    - TASK='kitchen test php-external-default-centos-67'
+    - TASK='kitchen test nrsysmond-default-centos-72'
+    - TASK='kitchen test plugin-agent-default-centos-72'
+    - TASK='kitchen test generic-agent-default-centos-72'
+    - TASK='kitchen test php-agent-default-centos-72'
+    - TASK='kitchen test php-external-default-centos-72'
+
+before_script:
+- source <(curl -sL https://raw.githubusercontent.com/zuazo/kitchen-in-travis/0.5.0/scripts/start_docker.sh)
+
+script:
+- bundle exec $TASK
+
+after_failure: cat docker_daemon.log
diff --git a/Gemfile b/Gemfile
index 1501f53..3765e68 100644
--- a/Gemfile
+++ b/Gemfile
@@ -4,6 +4,10 @@ gem 'berkshelf'
 
 group :integration do
   gem 'test-kitchen'
+end
+
+group :vagrant do
+  gem 'vagrant-wrapper'
   gem 'kitchen-vagrant'
 end
 
@@ -12,3 +16,7 @@ group :development, :test do
   gem 'rubocop'
   gem 'foodcritic'
 end
+
+group :docker do
+  gem 'kitchen-docker', '~> 2.1.0'
+end
diff --git a/Rakefile b/Rakefile
index b18123c..76454cc 100644
--- a/Rakefile
+++ b/Rakefile
@@ -33,3 +33,41 @@ def prepare_foodcritic_sandbox(sandbox)
   cp_r Dir.glob("{#{files.join(',')}}"), sandbox
   puts "\n\n"
 end
+
+desc 'Run Test Kitchen integration tests'
+namespace :integration do
+  # Gets a collection of instances.
+  #
+  # @param regexp [String] regular expression to match against instance names.
+  # @param config [Hash] configuration values for the `Kitchen::Config` class.
+  # @return [Collection<Instance>] all instances.
+  def kitchen_instances(regexp, config)
+    instances = Kitchen::Config.new(config).instances
+    return instances if regexp.nil? || regexp == 'all'
+    instances.get_all(Regexp.new(regexp))
+  end
+
+  # Runs a test kitchen action against some instances.
+  #
+  # @param action [String] kitchen action to run (defaults to `'test'`).
+  # @param regexp [String] regular expression to match against instance names.
+  # @param loader_config [Hash] loader configuration options.
+  # @return void
+  def run_kitchen(action, regexp, loader_config = {})
+    action = 'test' if action.nil?
+    require 'kitchen'
+    Kitchen.logger = Kitchen.default_file_logger
+    config = { loader: Kitchen::Loader::YAML.new(loader_config) }
+    kitchen_instances(regexp, config).each { |i| i.send(action) }
+  end
+
+  desc 'Run integration tests with kitchen-vagrant'
+  task :vagrant, [:regexp, :action] do |_t, args|
+    run_kitchen(args.action, args.regexp)
+  end
+
+  desc 'Run integration tests with kitchen-docker'
+  task :docker, [:regexp, :action] do |_t, args|
+    run_kitchen(args.action, args.regexp, local_config: '.kitchen.docker.yml')
+  end
+end