diff --git a/app/components/follow_button_component.rb b/app/components/follow_button_component.rb
index f8f26c314..3dbf5cdcf 100644
--- a/app/components/follow_button_component.rb
+++ b/app/components/follow_button_component.rb
@@ -14,7 +14,7 @@ class FollowButtonComponent < ViewComponent::Base
   end
 
   def render?
-    Flipper.enabled? :multiuser
+    SiteSettings.multiuser_enabled?
   end
 
   erb_template <<-ERB
diff --git a/app/controllers/users/sessions_controller.rb b/app/controllers/users/sessions_controller.rb
index c5a727166..1636d5078 100644
--- a/app/controllers/users/sessions_controller.rb
+++ b/app/controllers/users/sessions_controller.rb
@@ -36,7 +36,7 @@ class Users::SessionsController < Devise::SessionsController
     create_admin_user if User.with_role(:administrator).empty?
     # If in single user mode, or on first run,
     # automatically log in with an admin account
-    if !Flipper.enabled?(:multiuser) || User.with_role(:administrator).first.reset_password_token == "first_use"
+    if !SiteSettings.multiuser_enabled? || User.with_role(:administrator).first.reset_password_token == "first_use"
       sign_in(:user, User.with_role(:administrator).first)
       flash.discard
       redirect_back_or_to root_path, alert: nil
diff --git a/app/policies/application_policy.rb b/app/policies/application_policy.rb
index 80afb1a2d..02fe753d4 100644
--- a/app/policies/application_policy.rb
+++ b/app/policies/application_policy.rb
@@ -36,7 +36,7 @@ class ApplicationPolicy
     all_of(
       user&.is_editor?,
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
diff --git a/app/policies/federails/following_policy.rb b/app/policies/federails/following_policy.rb
index 64cd5e8ee..bb7eb4518 100644
--- a/app/policies/federails/following_policy.rb
+++ b/app/policies/federails/following_policy.rb
@@ -1,13 +1,13 @@
 class Federails::FollowingPolicy < ApplicationPolicy
   def create?
     all_of(
-      Flipper.enabled?(:multiuser)
+      SiteSettings.multiuser_enabled?
     )
   end
 
   def destroy?
     all_of(
-      Flipper.enabled?(:multiuser)
+      SiteSettings.multiuser_enabled?
     )
   end
 
diff --git a/app/policies/library_policy.rb b/app/policies/library_policy.rb
index 73965e958..b7f2b1d49 100644
--- a/app/policies/library_policy.rb
+++ b/app/policies/library_policy.rb
@@ -3,7 +3,7 @@ class LibraryPolicy < ApplicationPolicy
     all_of(
       user&.is_administrator?,
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
diff --git a/app/policies/model_policy.rb b/app/policies/model_policy.rb
index e51564f8f..ef96b7fc6 100644
--- a/app/policies/model_policy.rb
+++ b/app/policies/model_policy.rb
@@ -9,7 +9,7 @@ class ModelPolicy < ApplicationPolicy
     all_of(
       user&.is_editor?,
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
diff --git a/app/policies/upload_policy.rb b/app/policies/upload_policy.rb
index 41d1fa429..6a91d56ca 100644
--- a/app/policies/upload_policy.rb
+++ b/app/policies/upload_policy.rb
@@ -7,7 +7,7 @@ class UploadPolicy < ApplicationPolicy
     all_of(
       user&.is_contributor?,
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
diff --git a/app/policies/user_policy.rb b/app/policies/user_policy.rb
index 3a278ce36..b7198b237 100644
--- a/app/policies/user_policy.rb
+++ b/app/policies/user_policy.rb
@@ -3,7 +3,7 @@ class UserPolicy < ApplicationPolicy
     all_of(
       user&.is_administrator?,
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
@@ -19,13 +19,13 @@ class UserPolicy < ApplicationPolicy
 
   def create?
     all_of(
-      Flipper.enabled?(:multiuser),
+      SiteSettings.multiuser_enabled?,
       one_of(
-        SiteSettings.registration_enabled,
+        SiteSettings.registration_enabled?,
         user&.is_administrator?
       ),
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
@@ -43,9 +43,9 @@ class UserPolicy < ApplicationPolicy
         user == record,
         user&.is_administrator?
       ),
-      Flipper.enabled?(:multiuser),
+      SiteSettings.multiuser_enabled?,
       none_of(
-        Flipper.enabled?(:demo_mode)
+        SiteSettings.demo_mode_enabled?
       )
     )
   end
diff --git a/app/policies/users/passwords_policy.rb b/app/policies/users/passwords_policy.rb
index 51cb9b29b..d2b1a4133 100644
--- a/app/policies/users/passwords_policy.rb
+++ b/app/policies/users/passwords_policy.rb
@@ -2,10 +2,10 @@
 
 class Users::PasswordsPolicy < ApplicationPolicy
   def create?
-    Flipper.enabled?(:multiuser) && SiteSettings.email_configured
+    SiteSettings.multiuser_enabled? && SiteSettings.email_configured?
   end
 
   def update?
-    Flipper.enabled?(:multiuser) && SiteSettings.email_configured
+    SiteSettings.multiuser_enabled? && SiteSettings.email_configured?
   end
 end
diff --git a/app/policies/users/registrations_policy.rb b/app/policies/users/registrations_policy.rb
index 7b5f913dc..462556797 100644
--- a/app/policies/users/registrations_policy.rb
+++ b/app/policies/users/registrations_policy.rb
@@ -2,6 +2,6 @@
 
 class Users::RegistrationsPolicy < ApplicationPolicy
   def cancel?
-    Flipper.enabled?(:multiuser)
+    SiteSettings.multiuser_enabled?
   end
 end
diff --git a/app/policies/users/sessions_policy.rb b/app/policies/users/sessions_policy.rb
index 586de5c8e..94d3f9ead 100644
--- a/app/policies/users/sessions_policy.rb
+++ b/app/policies/users/sessions_policy.rb
@@ -6,10 +6,10 @@ class Users::SessionsPolicy < ApplicationPolicy
   end
 
   def create?
-    Flipper.enabled?(:multiuser)
+    SiteSettings.multiuser_enabled?
   end
 
   def destroy?
-    Flipper.enabled?(:multiuser)
+    SiteSettings.multiuser_enabled?
   end
 end
diff --git a/app/views/activity/index.html.erb b/app/views/activity/index.html.erb
index dd8856d38..23e688588 100644
--- a/app/views/activity/index.html.erb
+++ b/app/views/activity/index.html.erb
@@ -4,7 +4,7 @@
   <div class='col col-auto'>
     <%= t ".description", retention_period: distance_of_time_in_words(ActiveJob::Status.options[:expires_in]) %>
   </div>
-  <% if !Flipper.enabled?(:demo_mode) %>
+  <% if !SiteSettings.demo_mode_enabled? %>
     <div class='col text-end'>
       <%= link_to safe_join([icon("activity", t(".sidekiq")), t(".sidekiq")], " "),
             "/sidekiq",
diff --git a/app/views/application/_navbar.html.erb b/app/views/application/_navbar.html.erb
index a82eb7d99..0b0129f33 100644
--- a/app/views/application/_navbar.html.erb
+++ b/app/views/application/_navbar.html.erb
@@ -81,7 +81,7 @@
             <%= f.search_field :q, class: "form-control ms-1 me-3", placeholder: translate(".search"), aria_label: translate(".search"), aria_describedby: "button-search", value: params[:q] %>
           <% end %>
         </li>
-        <%- if Flipper.enabled? :multiuser %>
+        <%- if SiteSettings.multiuser_enabled? %>
           <%- if current_user %>
             <li class="nav-item">
               <%= nav_link "person", t(".account"), edit_user_registration_path, text_style: "d-lg-none" %>
diff --git a/app/views/devise/registrations/edit.html.erb b/app/views/devise/registrations/edit.html.erb
index d53adfdd8..dd610f05c 100644
--- a/app/views/devise/registrations/edit.html.erb
+++ b/app/views/devise/registrations/edit.html.erb
@@ -23,7 +23,7 @@
                   nil %>
         </div>
       </div>
-      <%- if Flipper.enabled? :multiuser %>
+      <%- if SiteSettings.multiuser_enabled? %>
         <div class="card border-danger mt-3">
           <h4 class="card-header text-bg-danger"><%= t ".danger_zone" %></h4>
           <div class="card-body">
diff --git a/app/views/home/index.html.erb b/app/views/home/index.html.erb
index f9e0a0550..41db7accb 100644
--- a/app/views/home/index.html.erb
+++ b/app/views/home/index.html.erb
@@ -2,7 +2,7 @@
   <%= render "application/content_header" %>
   <h1 class="d-none d-lg-block"><%= t "application.title" %></h1>
   <p class='lead'><%= t "application.tagline" %></p>
-  <% if Flipper.enabled? :demo_mode %>
+  <% if SiteSettings.demo_mode_enabled? %>
     <div class="alert alert-info">
       <%= t "application.demo_mode" %>
     </div>
diff --git a/app/views/settings/_multiuser_settings.html.erb b/app/views/settings/_multiuser_settings.html.erb
index ba19c10ef..15dc08ae6 100644
--- a/app/views/settings/_multiuser_settings.html.erb
+++ b/app/views/settings/_multiuser_settings.html.erb
@@ -2,11 +2,11 @@
   <h3 class="card-header"><%= t(".heading") %></h3>
   <div class="card-body">
     <p class='lead'>
-      <%= Flipper.enabled?(:multiuser) ? t(".multiuser_mode") : t(".single_user_mode") %>
+      <%= SiteSettings.multiuser_enabled? ? t(".multiuser_mode") : t(".single_user_mode") %>
     </p>
-    <% if Flipper.enabled?(:multiuser) %>
+    <% if SiteSettings.multiuser_enabled? %>
       <p>
-        <%= SiteSettings.registration_enabled ? t(".registrations_open") : t(".registrations_closed") %>
+        <%= SiteSettings.registration_enabled? ? t(".registrations_open") : t(".registrations_closed") %>
       </p>
     <% end %>
     <p>
diff --git a/app/views/settings/show.html.erb b/app/views/settings/show.html.erb
index 76674284a..e1ba272c8 100644
--- a/app/views/settings/show.html.erb
+++ b/app/views/settings/show.html.erb
@@ -39,7 +39,7 @@
     <div class='col'>
       <button type="submit" class="btn btn-primary"><%= icon("save", t(".submit")) %> <%= t(".submit") %></button>
     </div>
-    <% if current_user.is_administrator? && !Flipper.enabled?(:demo_mode) %>
+    <% if current_user.is_administrator? && !SiteSettings.demo_mode_enabled? %>
       <div class='col text-end'>
         <%= link_to safe_join([icon("tools", t(".advanced_admin")), t(".advanced_admin")], " "),
               "/admin",
diff --git a/config/initializers/active_admin.rb b/config/initializers/active_admin.rb
index ae8c24041..65c6dcdca 100644
--- a/config/initializers/active_admin.rb
+++ b/config/initializers/active_admin.rb
@@ -140,7 +140,7 @@ ActiveAdmin.setup do |config|
   # Active Admin resources and pages from here.
   #
   config.before_action do
-    raise Pundit::NotAuthorizedError, I18n.t("active_admin.demo_mode") if Flipper.enabled? :demo_mode
+    raise Pundit::NotAuthorizedError, I18n.t("active_admin.demo_mode") if SiteSettings.demo_mode_enabled?
   end
 
   # == Attribute Filters
diff --git a/config/initializers/federails.rb b/config/initializers/federails.rb
index 7e0fb5e7f..07d694e19 100644
--- a/config/initializers/federails.rb
+++ b/config/initializers/federails.rb
@@ -1,11 +1,5 @@
 # frozen_string_literal: true
 
-federation_enabled = begin
-  Flipper.enabled?(:federation)
-rescue ActiveRecord::StatementInvalid
-  false
-end
-
 Federails.configure do |conf|
   conf.app_name = "Manyfold"
   conf.app_version = Rails.application.config.app_version
@@ -14,7 +8,7 @@ Federails.configure do |conf|
   conf.site_port = Rails.application.default_url_options[:port]
   conf.force_ssl = Rails.application.config.force_ssl
 
-  conf.enable_discovery = federation_enabled
+  conf.enable_discovery = Rails.application.config.manyfold_features[:federation]
   conf.server_routes_path = "federation"
   conf.client_routes_path = "client"
 
diff --git a/config/routes.rb b/config/routes.rb
index e46e8ce02..1e9237e51 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -18,11 +18,7 @@ Rails.application.routes.draw do
     resources :activity
   end
 
-  begin
-    mount Federails::Engine => "/" if Flipper.enabled?(:multiuser)
-  rescue ActiveRecord::StatementInvalid
-    nil
-  end
+  mount Federails::Engine => "/" if Rails.application.config.manyfold_features[:multiuser]
 
   resources :users, only: [] do
     resource :settings, only: [:show, :update]
@@ -40,15 +36,13 @@ Rails.application.routes.draw do
   end
 
   concern :followable do |options|
-    if Flipper.enabled?(:multiuser)
+    if Rails.application.config.manyfold_features[:multiuser]
       resources :follows, {only: [:create]}.merge(options) do
         collection do
           delete "/", action: "destroy"
         end
       end
     end
-  rescue ActiveRecord::StatementInvalid
-    nil
   end
 
   resources :models do
diff --git a/spec/components/follow_button_component_spec.rb b/spec/components/follow_button_component_spec.rb
index 6dd86afb1..39dbe3c9b 100644
--- a/spec/components/follow_button_component_spec.rb
+++ b/spec/components/follow_button_component_spec.rb
@@ -4,7 +4,7 @@ require "rails_helper"
 
 RSpec.describe FollowButtonComponent, type: :component do
   before do
-    allow(Flipper).to receive(:enabled?).with(:multiuser).and_return true
+    allow(SiteSettings).to receive(:multiuser_enabled?).and_return(true)
   end
 
   let(:follower) { create(:user) }
diff --git a/spec/requests/users/registrations_spec.rb b/spec/requests/users/registrations_spec.rb
index 9ade67b0b..f584e718b 100644
--- a/spec/requests/users/registrations_spec.rb
+++ b/spec/requests/users/registrations_spec.rb
@@ -138,7 +138,7 @@ RSpec.describe "Users::Registrations" do
 
   context "when in multiuser mode with closed registrations", :multiuser do
     before do
-      allow(SiteSettings).to receive(:registration_enabled).and_return(false)
+      allow(SiteSettings).to receive(:registration_enabled?).and_return(false)
     end
 
     context "when signed out" do
@@ -258,7 +258,7 @@ RSpec.describe "Users::Registrations" do
 
   context "when in multiuser mode with open registrations", :multiuser do
     before do
-      allow(SiteSettings).to receive(:registration_enabled).and_return(true)
+      allow(SiteSettings).to receive(:registration_enabled?).and_return(true)
     end
 
     context "when signed out" do