diff --git a/gemfiles/ruby_3.3_rails_app.gemfile.lock b/gemfiles/ruby_3.3_rails_app.gemfile.lock
index e4d110d54e6..acca9a22e4c 100644
--- a/gemfiles/ruby_3.3_rails_app.gemfile.lock
+++ b/gemfiles/ruby_3.3_rails_app.gemfile.lock
@@ -370,4 +370,4 @@ DEPENDENCIES
   webrick (>= 1.7.0)
 
 BUNDLED WITH
-   2.6.3
+   2.5.21
diff --git a/lib/datadog/appsec/contrib/devise/configuration.rb b/lib/datadog/appsec/contrib/devise/configuration.rb
index 852409c37bf..678f0897dd9 100644
--- a/lib/datadog/appsec/contrib/devise/configuration.rb
+++ b/lib/datadog/appsec/contrib/devise/configuration.rb
@@ -7,10 +7,26 @@ module Devise
         # A temporary configuration module to accomodate new RFC changes.
         # NOTE: DEV-3 Remove module
         module Configuration
+          MODES_CONVERSION_RULES = {
+            track_user_into_auto_instrumentation: {
+              AppSec::Configuration::Settings::SAFE_TRACK_USER_EVENTS_MODE =>
+              AppSec::Configuration::Settings::ANONYMIZATION_AUTO_USER_INSTRUMENTATION_MODE,
+              AppSec::Configuration::Settings::EXTENDED_TRACK_USER_EVENTS_MODE =>
+              AppSec::Configuration::Settings::IDENTIFICATION_AUTO_USER_INSTRUMENTATION_MODE
+            }.freeze,
+            auto_instrumentation_into_track_user: {
+              AppSec::Configuration::Settings::ANONYMIZATION_AUTO_USER_INSTRUMENTATION_MODE =>
+              AppSec::Configuration::Settings::SAFE_TRACK_USER_EVENTS_MODE,
+              AppSec::Configuration::Settings::IDENTIFICATION_AUTO_USER_INSTRUMENTATION_MODE =>
+              AppSec::Configuration::Settings::EXTENDED_TRACK_USER_EVENTS_MODE
+            }.freeze
+          }.freeze
+
           module_function
 
           # NOTE: DEV-3 Replace method use with `auto_user_instrumentation.enabled?`
           def auto_user_instrumentation_enabled?
+            Datadog.configuration.appsec.auto_user_instrumentation.mode
             unless Datadog.configuration.appsec.auto_user_instrumentation.options[:mode].default_precedence?
               return Datadog.configuration.appsec.auto_user_instrumentation.enabled?
             end
@@ -20,18 +36,41 @@ def auto_user_instrumentation_enabled?
 
           # NOTE: DEV-3 Replace method use with `auto_user_instrumentation.mode`
           def auto_user_instrumentation_mode
-            unless Datadog.configuration.appsec.auto_user_instrumentation.options[:mode].default_precedence?
-              return Datadog.configuration.appsec.auto_user_instrumentation.mode
+            configuration = Datadog.configuration.appsec
+
+            # NOTE: Reading both to trigger precedence set
+            configuration.auto_user_instrumentation.mode
+            configuration.track_user_events.mode
+
+            if !configuration.auto_user_instrumentation.options[:mode].default_precedence? &&
+                configuration.track_user_events.options[:mode].default_precedence?
+              return configuration.auto_user_instrumentation.mode
             end
 
-            case Datadog.configuration.appsec.track_user_events.mode
-            when AppSec::Configuration::Settings::SAFE_TRACK_USER_EVENTS_MODE
-              AppSec::Configuration::Settings::ANONYMIZATION_AUTO_USER_INSTRUMENTATION_MODE
-            when AppSec::Configuration::Settings::EXTENDED_TRACK_USER_EVENTS_MODE
-              AppSec::Configuration::Settings::IDENTIFICATION_AUTO_USER_INSTRUMENTATION_MODE
-            else
-              Datadog.configuration.appsec.auto_user_instrumentation.mode
+            if !configuration.track_user_events.options[:mode].default_precedence? &&
+                configuration.auto_user_instrumentation.options[:mode].default_precedence?
+              return MODES_CONVERSION_RULES[:track_user_into_auto_instrumentation].fetch(
+                configuration.track_user_events.mode, configuration.auto_user_instrumentation.mode
+              )
             end
+
+            if configuration.auto_user_instrumentation.options[:mode].default_precedence? &&
+                configuration.track_user_events.options[:mode].default_precedence?
+              return configuration.auto_user_instrumentation.mode
+            end
+
+            if configuration.auto_user_instrumentation.mode == AppSec::Configuration::Settings::IDENTIFICATION_AUTO_USER_INSTRUMENTATION_MODE ||
+                configuration.track_user_events.mode == AppSec::Configuration::Settings::EXTENDED_TRACK_USER_EVENTS_MODE
+              return AppSec::Configuration::Settings::IDENTIFICATION_AUTO_USER_INSTRUMENTATION_MODE
+            end
+
+            AppSec::Configuration::Settings::ANONYMIZATION_AUTO_USER_INSTRUMENTATION_MODE
+          end
+
+          # NOTE: Remove in next version of tracking
+          def track_user_events_mode
+            MODES_CONVERSION_RULES[:auto_instrumentation_into_track_user]
+              .fetch(auto_user_instrumentation_mode, Datadog.configuration.appsec.auto_user_instrumentation.mode)
           end
         end
       end
diff --git a/lib/datadog/appsec/contrib/devise/tracking.rb b/lib/datadog/appsec/contrib/devise/tracking.rb
index 620ab0fd8b3..ffd27b4e8c6 100644
--- a/lib/datadog/appsec/contrib/devise/tracking.rb
+++ b/lib/datadog/appsec/contrib/devise/tracking.rb
@@ -40,7 +40,7 @@ def self.track(event, trace, span, **others)
             return if trace.nil? || span.nil?
 
             span.set_tag("appsec.events.#{event}.track", 'true')
-            span.set_tag("_dd.appsec.events.#{event}.auto.mode", Configuration.auto_user_instrumentation_mode)
+            span.set_tag("_dd.appsec.events.#{event}.auto.mode", Configuration.track_user_events_mode)
 
             others.each do |k, v|
               raise ArgumentError, 'key cannot be :track' if k.to_sym == :track
diff --git a/sig/datadog/appsec/contrib/devise/configuration.rbs b/sig/datadog/appsec/contrib/devise/configuration.rbs
index c7f9be9643c..21ffd8a6455 100644
--- a/sig/datadog/appsec/contrib/devise/configuration.rbs
+++ b/sig/datadog/appsec/contrib/devise/configuration.rbs
@@ -6,6 +6,8 @@ module Datadog
           def self?.auto_user_instrumentation_enabled?: () -> bool
 
           def self?.auto_user_instrumentation_mode: () -> ::String
+
+          def self?.track_user_events_mode_mode: () -> ::String
         end
       end
     end
diff --git a/spec/datadog/appsec/contrib/devise/configuration_spec.rb b/spec/datadog/appsec/contrib/devise/configuration_spec.rb
index 02dbc6c2de4..f1d3131b8d4 100644
--- a/spec/datadog/appsec/contrib/devise/configuration_spec.rb
+++ b/spec/datadog/appsec/contrib/devise/configuration_spec.rb
@@ -12,21 +12,13 @@
 
   describe '.auto_user_instrumentation_enabled?' do
     context 'when auto_user_instrumentation is explicitly disabled and track_user_events is default' do
-      before do
-        settings.appsec.auto_user_instrumentation.mode = 'disabled'
-        # NOTE: triggering default value
-        settings.appsec.track_user_events.enabled
-      end
+      before { settings.appsec.auto_user_instrumentation.mode = 'disabled' }
 
       it { expect(described_class).not_to be_auto_user_instrumentation_enabled }
     end
 
     context 'when track_user_events is explicitly set and auto_user_instrumentation is default' do
-      before do
-        settings.appsec.track_user_events.enabled = false
-        # NOTE: triggering default value
-        settings.appsec.auto_user_instrumentation.mode
-      end
+      before { settings.appsec.track_user_events.enabled = false }
 
       it { expect(described_class).not_to be_auto_user_instrumentation_enabled }
     end
@@ -70,26 +62,18 @@
 
   describe '.auto_user_instrumentation_mode' do
     context 'when auto_user_instrumentation is explicitly set and track_user_events is default' do
-      before do
-        settings.appsec.auto_user_instrumentation.mode = 'identification'
-        # NOTE: triggering default value
-        settings.appsec.track_user_events.mode
-      end
+      before { settings.appsec.auto_user_instrumentation.mode = 'identification' }
 
       it { expect(described_class.auto_user_instrumentation_mode).to eq('identification') }
     end
 
     context 'when track_user_events is explicitly set and auto_user_instrumentation is default' do
-      before do
-        settings.appsec.track_user_events.mode = 'safe'
-        # NOTE: triggering default value
-        settings.appsec.auto_user_instrumentation.mode
-      end
+      before { settings.appsec.track_user_events.mode = 'safe' }
 
       it { expect(described_class.auto_user_instrumentation_mode).to eq('anonymization') }
     end
 
-    context 'when auto_user_instrumentation is identification and track_user_events is extended' do
+    context 'when auto_user_instrumentation is ident and track_user_events is extended' do
       before do
         settings.appsec.auto_user_instrumentation.mode = 'identification'
         settings.appsec.track_user_events.mode = 'extended'
@@ -98,7 +82,7 @@
       it { expect(described_class.auto_user_instrumentation_mode).to eq('identification') }
     end
 
-    context 'when auto_user_instrumentation is identification and track_user_events is safe' do
+    context 'when auto_user_instrumentation is ident and track_user_events is safe' do
       before do
         settings.appsec.auto_user_instrumentation.mode = 'identification'
         settings.appsec.track_user_events.mode = 'safe'
@@ -107,16 +91,16 @@
       it { expect(described_class.auto_user_instrumentation_mode).to eq('identification') }
     end
 
-    context 'when auto_user_instrumentation is anonymization and track_user_events is extended' do
+    context 'when auto_user_instrumentation is anon and track_user_events is extended' do
       before do
         settings.appsec.auto_user_instrumentation.mode = 'anonymization'
         settings.appsec.track_user_events.mode = 'extended'
       end
 
-      it { expect(described_class.auto_user_instrumentation_mode).to eq('anonymization') }
+      it { expect(described_class.auto_user_instrumentation_mode).to eq('identification') }
     end
 
-    context 'when auto_user_instrumentation is anonymization and track_user_events is safe' do
+    context 'when auto_user_instrumentation is anon and track_user_events is safe' do
       before do
         settings.appsec.auto_user_instrumentation.mode = 'anonymization'
         settings.appsec.track_user_events.mode = 'safe'
@@ -125,7 +109,7 @@
       it { expect(described_class.auto_user_instrumentation_mode).to eq('anonymization') }
     end
 
-    context 'when auto_user_instrumentation is identification and track_user_events is invalid' do
+    context 'when auto_user_instrumentation is ident and track_user_events is invalid' do
       before do
         settings.appsec.auto_user_instrumentation.mode = 'anonymization'
         settings.appsec.track_user_events.mode = 'unknown'
@@ -134,4 +118,37 @@
       it { expect(described_class.auto_user_instrumentation_mode).to eq('anonymization') }
     end
   end
+
+  describe '.track_user_events_mode' do
+    context 'when track_user_events is default and auto_user_instrumentation is default' do
+      it { expect(described_class.track_user_events_mode).to eq('extended') }
+    end
+
+    context 'when track_user_events is explicitly set to safe and auto_user_instrumentation is set to ident' do
+      before do
+        settings.appsec.auto_user_instrumentation.mode = 'identification'
+        settings.appsec.track_user_events.mode = 'safe'
+      end
+
+      it { expect(described_class.track_user_events_mode).to eq('extended') }
+    end
+
+    context 'when auto_user_instrumentation is explicitly set to ident and track_user_events is default' do
+      before { settings.appsec.auto_user_instrumentation.mode = 'identification' }
+
+      it { expect(described_class.track_user_events_mode).to eq('extended') }
+    end
+
+    context 'when auto_user_instrumentation is explicitly set to anon and track_user_events is default' do
+      before { settings.appsec.auto_user_instrumentation.mode = 'anonymization' }
+
+      it { expect(described_class.track_user_events_mode).to eq('safe') }
+    end
+
+    context 'when track_user_events is explicitly set and auto_user_instrumentation is default' do
+      before { settings.appsec.track_user_events.mode = 'safe' }
+
+      it { expect(described_class.track_user_events_mode).to eq('safe') }
+    end
+  end
 end
diff --git a/spec/datadog/appsec/contrib/integration/devise_auto_login_signup_events_spec.rb b/spec/datadog/appsec/contrib/integration/devise_auto_login_signup_events_spec.rb
index e8ec05694ea..76a6f7fecc5 100644
--- a/spec/datadog/appsec/contrib/integration/devise_auto_login_signup_events_spec.rb
+++ b/spec/datadog/appsec/contrib/integration/devise_auto_login_signup_events_spec.rb
@@ -203,7 +203,7 @@ def index
         expect(http_service_entry_trace.sampling_priority).to eq(Datadog::Tracing::Sampling::Ext::Priority::USER_KEEP)
 
         expect(http_service_entry_span.tags['appsec.events.users.login.success.track']).to eq('true')
-        expect(http_service_entry_span.tags['_dd.appsec.events.users.login.success.auto.mode']).to eq('identification')
+        expect(http_service_entry_span.tags['_dd.appsec.events.users.login.success.auto.mode']).to eq('extended')
         expect(http_service_entry_span.tags['usr.id']).to eq('1')
 
         # NOTE: not implemented yet
@@ -223,7 +223,7 @@ def index
         expect(http_service_entry_trace.sampling_priority).to eq(Datadog::Tracing::Sampling::Ext::Priority::USER_KEEP)
 
         expect(http_service_entry_span.tags['appsec.events.users.login.failure.track']).to eq('true')
-        expect(http_service_entry_span.tags['_dd.appsec.events.users.login.failure.auto.mode']).to eq('identification')
+        expect(http_service_entry_span.tags['_dd.appsec.events.users.login.failure.auto.mode']).to eq('extended')
         expect(http_service_entry_span.tags['appsec.events.users.login.failure.usr.exists']).to eq('false')
 
         # NOTE: not implemented yet
@@ -255,7 +255,7 @@ def index
         expect(http_service_entry_trace.sampling_priority).to eq(Datadog::Tracing::Sampling::Ext::Priority::USER_KEEP)
 
         expect(http_service_entry_span.tags['appsec.events.users.signup.track']).to eq('true')
-        expect(http_service_entry_span.tags['_dd.appsec.events.users.signup.auto.mode']).to eq('identification')
+        expect(http_service_entry_span.tags['_dd.appsec.events.users.signup.auto.mode']).to eq('extended')
 
         # NOTE: not implemented yet
         # expect(http_service_entry_span.tags['appsec.events.users.signup.usr.login']).to eq('john.doe@example.com')