diff --git a/Gemfile b/Gemfile
index f517f1b..e35704c 100644
--- a/Gemfile
+++ b/Gemfile
@@ -6,11 +6,13 @@ gem "pg", "~> 1.5"
 
 gem "rake", "~> 13.0"
 
-gem "rspec", "~> 3.0"
-
-gem "rubocop", "~> 1.21"
-
-gem "rubocop-rspec", "~> 3.1.0"
+group :test do
+  gem "rspec", "~> 3.0"
+  gem "rubocop", "~> 1.21"
+  gem "rubocop-rspec", "~> 3.1.0"
+  gem "simplecov"
+  gem "simplecov-cobertura"
+end
 
 if ENV["RAILS_VERSION"]
   gem "activerecord", ENV["RAILS_VERSION"]
diff --git a/Rakefile b/Rakefile
index cca7175..0157e85 100644
--- a/Rakefile
+++ b/Rakefile
@@ -10,3 +10,16 @@ require "rubocop/rake_task"
 RuboCop::RakeTask.new
 
 task default: %i[spec rubocop]
+
+namespace :coverage do
+  desc "Collates all result sets generated by the different test runners"
+  task :report do
+    require "simplecov"
+
+    SimpleCov.collate Dir["coverage/**/.resultset.json"] do
+      add_group "PostgreSQL" do |src_file|
+        [/postgresql/, /postgre_sql/].any? { |pattern| pattern.match?(src_file.filename) }
+      end
+    end
+  end
+end
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index fa42b08..1008bf8 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -1,5 +1,31 @@
 # frozen_string_literal: true
 
+require "simplecov"
+require "simplecov_json_formatter"
+require "active_support/core_ext/object/blank"
+
+simple_cov_formatters = [SimpleCov::Formatter::JSONFormatter]
+simple_cov_formatters << SimpleCov::Formatter::HTMLFormatter unless ENV["CI"]
+
+SimpleCov.start do
+  self.formatters = simple_cov_formatters
+  add_filter "/spec/"
+  add_group "PostgreSQL" do |src_file|
+    [/postgresql/, /postgre_sql/].any? { |pattern| pattern.match?(src_file.filename) }
+  end
+
+  sanitize      = ->(filename) { filename.tr(".", "-").tr("~>", "").strip }
+  ruby_version  = sanitize.call(ENV.fetch("RUBY_VERSION", ""))
+  ar_version    = sanitize.call(ENV.fetch("RAILS_VERSION", ""))
+  coverage_path = [
+    "ruby",
+    ruby_version,
+    "ar",
+    ar_version
+  ].reject(&:blank?).join("-")
+
+  coverage_dir "coverage/#{coverage_path}"
+end
 require "active_record_proxy_adapters"
 require "active_record_proxy_adapters/connection_handling"