diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 04d5ebf..76c7329 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -11,7 +11,6 @@ jobs:
           - "2.7"
           - "3.0"
           - "3.1"
-          - "3.2"
     steps:
       - name: Install system dependencies
         run: |
@@ -23,9 +22,9 @@ jobs:
           ruby-version: ${{ matrix.ruby_version }}
           bundler-cache: true
       - name: Install dependencies
-        run: bundle install
+        run: bundle install && bundle exec appraisal install
       - name: Run Tests
-        run: bundle exec rspec
+        run: bundle exec appraisal rspec
 
   release-please:
     name: Release Please
@@ -50,7 +49,7 @@ jobs:
       - uses: actions/checkout@v3
       - uses: ruby/setup-ruby@v1
         with:
-          ruby-version: 3.2
+          ruby-version: 3.1
       - name: Build Gem
         run: gem build *.gemspec
       - name: Setup credentials
diff --git a/.gitignore b/.gitignore
index a0dc88f..ee14bbd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,5 +4,8 @@
 ## Ignore project generated files
 .lock*
 
+## Ignore gemfiles generated by appraisal gem
+gemfiles
+
 ## Ignore lock file
 Gemfile.lock
diff --git a/Appraisals b/Appraisals
new file mode 100644
index 0000000..3897b53
--- /dev/null
+++ b/Appraisals
@@ -0,0 +1,19 @@
+# frozen_string_literal: true
+
+if Gem::Version.new(RUBY_VERSION) < Gem::Version.new('3.0.0')
+  appraise 'activerecord-5-2' do
+    gem 'activerecord', '~> 5.2.0'
+  end
+end
+
+appraise 'activerecord-6-0' do
+  gem 'activerecord', '~> 6.0.0'
+end
+
+appraise 'activerecord-6-1' do
+  gem 'activerecord', '~> 6.1.0'
+end
+
+appraise 'activerecord-7-0' do
+  gem 'activerecord', '~> 7.0.0'
+end
diff --git a/Gemfile b/Gemfile
index 34db348..af83767 100644
--- a/Gemfile
+++ b/Gemfile
@@ -1,6 +1,7 @@
 source 'https://rubygems.org'
 gemspec
 group :development do
+  gem 'appraisal', '~> 2.4'
   gem 'rspec'
   gem 'sqlite3'
 end
diff --git a/README.md b/README.md
index 99b0cd7..6aac194 100644
--- a/README.md
+++ b/README.md
@@ -4,20 +4,20 @@ Metricks is an ActiveRecord-powered backend for storing historical numeric metri
 
 The library provides the tools to define multiple types of metrics, record them in the database as well as providing tools to aggregate the results and run comparisons on different time periods.
 
-## Supported Ruby and Ruby on Rails versions
+## Supported Ruby and Active Record versions
 
 Supported Ruby versions include:
 
 - 2.7
 - 3.0
 - 3.1
-- 3.2
 
-Supported Ruby on Rails versions include:
+Supported Active Record versions include:
 
-- 5
-- 6
-- 7
+- 5.2
+- 6.0
+- 6.1
+- 7.0
 
 ## Installation
 
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index 468a9d1..de5bc27 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -2,7 +2,12 @@
 
 require 'active_record'
 ActiveRecord::Base.establish_connection adapter: 'sqlite3', database: ':memory:'
-ActiveRecord::MigrationContext.new(File.expand_path('../db/migrate', __dir__)).migrate
+
+if ActiveRecord::VERSION::MAJOR == 6
+  ActiveRecord::MigrationContext.new(File.expand_path('../db/migrate', __dir__), ActiveRecord::SchemaMigration).migrate
+else
+  ActiveRecord::MigrationContext.new(File.expand_path('../db/migrate', __dir__)).migrate
+end
 
 require 'metricks'
 require_relative './example_types'