diff --git a/pyproject.toml b/pyproject.toml
index 53e8ea16..c682ddbb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "sap-cloud-sdk"
-version = "0.56.0"
+version = "0.57.0"
 description = "SAP Cloud SDK for Python"
 readme = "README.md"
 license = "Apache-2.0"
diff --git a/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.py b/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.py
index b185970b..0e775d37 100644
--- a/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.py
+++ b/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.py
@@ -27,7 +27,7 @@
 from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2
 
 
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n+sap/auditlog/auditevent/v2/auditevent.proto\x12\x1asap.auditlog.auditevent.v2\x1a\x1b\x62uf/validate/validate.proto\x1a\x1cgoogle/protobuf/struct.proto\x1a\x1fgoogle/protobuf/timestamp.proto\"\xdf\x01\n\x0bUserContext\x12\x38\n\x04type\x18\x01 \x01(\x0e\x32$.sap.auditlog.auditevent.v2.UserTypeR\x04type\x12W\n\nattributes\x18\x02 \x03(\x0b\x32\x37.sap.auditlog.auditevent.v2.UserContext.AttributesEntryR\nattributes\x1a=\n\x0f\x41ttributesEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x14\n\x05value\x18\x02 \x01(\tR\x05value:\x02\x38\x01\"\x93\x01\n\x0cTraceContext\x12\x35\n\x08trace_id\x18\x01 \x01(\tB\x15\xbaH\x12r\x10\x32\x0e^[0-9a-f]{32}$H\x00R\x07traceId\x88\x01\x01\x12\x33\n\x07span_id\x18\x02 \x01(\tB\x15\xbaH\x12r\x10\x32\x0e^[0-9a-f]{16}$H\x01R\x06spanId\x88\x01\x01\x42\x0b\n\t_trace_idB\n\n\x08_span_id\"r\n\x07\x41iModel\x12\'\n\x0b\x61i_provider\x18\x01 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\n\x1c\x41I_TASK_UPDATE_TYPE_ARTIFACT\x10\x02\x12&\n\"AI_TASK_UPDATE_TYPE_INPUT_REQUIRED\x10\x03*{\n\rLoginProtocol\x12\x1e\n\x1aLOGIN_PROTOCOL_UNSPECIFIED\x10\x00\x12\x18\n\x14LOGIN_PROTOCOL_SAML2\x10\x01\x12\x17\n\x13LOGIN_PROTOCOL_OIDC\x10\x02\x12\x17\n\x13LOGIN_PROTOCOL_HTTP\x10\x03\x42\x1dZ\x1bsap.com/auditlog/auditeventb\x06proto3')
 
 _globals = globals()
 _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
@@ -41,8 +41,6 @@
   _globals['_TRACECONTEXT'].fields_by_name['trace_id']._serialized_options = b'\272H\022r\0202\016^[0-9a-f]{32}$'
   _globals['_TRACECONTEXT'].fields_by_name['span_id']._loaded_options = None
   _globals['_TRACECONTEXT'].fields_by_name['span_id']._serialized_options = b'\272H\022r\0202\016^[0-9a-f]{16}$'
-  _globals['_AIMODEL'].fields_by_name['ai_provider']._loaded_options = None
-  _globals['_AIMODEL'].fields_by_name['ai_provider']._serialized_options = b'\272H\003\310\001\001'
   _globals['_COMMON_APPCONTEXTENTRY']._loaded_options = None
   _globals['_COMMON_APPCONTEXTENTRY']._serialized_options = b'8\001'
   _globals['_COMMON'].fields_by_name['user_initiator_id']._loaded_options = None
@@ -631,6 +629,16 @@
   _globals['_CMKDETACH'].fields_by_name['kms_system_id']._serialized_options = b'\272H\003\310\001\001'
   _globals['_CMKDETACH'].fields_by_name['system_id']._loaded_options = None
   _globals['_CMKDETACH'].fields_by_name['system_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIMODEL'].fields_by_name['ai_provider']._loaded_options = None
+  _globals['_AIMODEL'].fields_by_name['ai_provider']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIAGENT'].fields_by_name['uid']._loaded_options = None
+  _globals['_AIAGENT'].fields_by_name['uid']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIMESSAGECONTEXT'].fields_by_name['prompt_tokens']._loaded_options = None
+  _globals['_AIMESSAGECONTEXT'].fields_by_name['prompt_tokens']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AIMESSAGECONTEXT'].fields_by_name['completion_tokens']._loaded_options = None
+  _globals['_AIMESSAGECONTEXT'].fields_by_name['completion_tokens']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AIMESSAGECONTEXT'].fields_by_name['total_tokens']._loaded_options = None
+  _globals['_AIMESSAGECONTEXT'].fields_by_name['total_tokens']._serialized_options = b'\272H\004\032\002(\000'
   _globals['_AISESSIONSTART'].fields_by_name['common']._loaded_options = None
   _globals['_AISESSIONSTART'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AISESSIONSTART'].fields_by_name['session_id']._loaded_options = None
@@ -639,8 +647,14 @@
   _globals['_AISESSIONEND'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AISESSIONEND'].fields_by_name['session_id']._loaded_options = None
   _globals['_AISESSIONEND'].fields_by_name['session_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AISESSIONEND'].fields_by_name['total_tokens']._loaded_options = None
+  _globals['_AISESSIONEND'].fields_by_name['total_tokens']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AISESSIONEND'].fields_by_name['turn_count']._loaded_options = None
+  _globals['_AISESSIONEND'].fields_by_name['turn_count']._serialized_options = b'\272H\004\032\002(\000'
   _globals['_AIPROMPTRECEIVED'].fields_by_name['common']._loaded_options = None
   _globals['_AIPROMPTRECEIVED'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIPROMPTRECEIVED'].fields_by_name['session_id']._loaded_options = None
+  _globals['_AIPROMPTRECEIVED'].fields_by_name['session_id']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIGUARDRAILTRIGGERED'].fields_by_name['common']._loaded_options = None
   _globals['_AIGUARDRAILTRIGGERED'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIGUARDRAILTRIGGERED'].fields_by_name['guardrail_name']._loaded_options = None
@@ -657,6 +671,8 @@
   _globals['_AISKILLSELECTED'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AISKILLSELECTED'].fields_by_name['skill_name']._loaded_options = None
   _globals['_AISKILLSELECTED'].fields_by_name['skill_name']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AISKILLSELECTED'].fields_by_name['confidence_score']._loaded_options = None
+  _globals['_AISKILLSELECTED'].fields_by_name['confidence_score']._serialized_options = b'\272H\014\n\n\035\000\000\200?-\000\000\000\000'
   _globals['_AIAGENTDELEGATED'].fields_by_name['common']._loaded_options = None
   _globals['_AIAGENTDELEGATED'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIAGENTDELEGATED'].fields_by_name['source_agent']._loaded_options = None
@@ -673,14 +689,22 @@
   _globals['_AIDIRECTAPIACCESS'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIDIRECTAPIACCESS'].fields_by_name['target_api_id']._loaded_options = None
   _globals['_AIDIRECTAPIACCESS'].fields_by_name['target_api_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIDIRECTAPIACCESS'].fields_by_name['response_status_code']._loaded_options = None
+  _globals['_AIDIRECTAPIACCESS'].fields_by_name['response_status_code']._serialized_options = b'\272H\007\032\005\030\327\004(d'
   _globals['_AIDATARETRIEVAL'].fields_by_name['common']._loaded_options = None
   _globals['_AIDATARETRIEVAL'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIDATARETRIEVAL'].fields_by_name['data_source_id']._loaded_options = None
   _globals['_AIDATARETRIEVAL'].fields_by_name['data_source_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIDATARETRIEVAL'].fields_by_name['results_count']._loaded_options = None
+  _globals['_AIDATARETRIEVAL'].fields_by_name['results_count']._serialized_options = b'\272H\004\032\002(\000'
   _globals['_AIRESPONSEGENERATED'].fields_by_name['common']._loaded_options = None
   _globals['_AIRESPONSEGENERATED'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIRESPONSEGENERATED'].fields_by_name['session_id']._loaded_options = None
+  _globals['_AIRESPONSEGENERATED'].fields_by_name['session_id']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIUSERFEEDBACK'].fields_by_name['common']._loaded_options = None
   _globals['_AIUSERFEEDBACK'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIUSERFEEDBACK'].fields_by_name['feedback_score']._loaded_options = None
+  _globals['_AIUSERFEEDBACK'].fields_by_name['feedback_score']._serialized_options = b'\272H\004\032\002(\000'
   _globals['_AIMESSAGESENT'].fields_by_name['common']._loaded_options = None
   _globals['_AIMESSAGESENT'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIMESSAGESENT'].fields_by_name['target_agent']._loaded_options = None
@@ -705,6 +729,8 @@
   _globals['_AIPUSHNOTIFICATIONSENT'].fields_by_name['push_notification_url']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIPUSHNOTIFICATIONSENT'].fields_by_name['a2a_task_id']._loaded_options = None
   _globals['_AIPUSHNOTIFICATIONSENT'].fields_by_name['a2a_task_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIPUSHNOTIFICATIONSENT'].fields_by_name['response_status']._loaded_options = None
+  _globals['_AIPUSHNOTIFICATIONSENT'].fields_by_name['response_status']._serialized_options = b'\272H\007\032\005\030\327\004(d'
   _globals['_USERIMPERSONATIONREQUESTED'].fields_by_name['common']._loaded_options = None
   _globals['_USERIMPERSONATIONREQUESTED'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
   _globals['_USERIMPERSONATIONREQUESTED'].fields_by_name['user_initiator_id']._loaded_options = None
@@ -727,280 +753,320 @@
   _globals['_AIUSERINPUTREQUESTED'].fields_by_name['requested_from_user_id']._serialized_options = b'\272H\003\310\001\001'
   _globals['_AIUSERINPUTREQUESTED'].fields_by_name['a2a_task_id']._loaded_options = None
   _globals['_AIUSERINPUTREQUESTED'].fields_by_name['a2a_task_id']._serialized_options = b'\272H\003\310\001\001'
-  _globals['_AIROLE']._serialized_start=29448
-  _globals['_AIROLE']._serialized_end=29627
-  _globals['_AIAGENTTYPE']._serialized_start=29630
-  _globals['_AIAGENTTYPE']._serialized_end=29823
-  _globals['_AISESSIONENDREASON']._serialized_start=29826
-  _globals['_AISESSIONENDREASON']._serialized_end=30107
-  _globals['_AIGUARDRAILTYPE']._serialized_start=30110
-  _globals['_AIGUARDRAILTYPE']._serialized_end=30435
-  _globals['_AIGUARDRAILACTION']._serialized_start=30438
-  _globals['_AIGUARDRAILACTION']._serialized_end=30683
-  _globals['_AIINVOCATIONSTATUS']._serialized_start=30686
-  _globals['_AIINVOCATIONSTATUS']._serialized_end=30986
-  _globals['_AIRETRIEVALTYPE']._serialized_start=30989
-  _globals['_AIRETRIEVALTYPE']._serialized_end=31291
-  _globals['_AIFEEDBACKRATING']._serialized_start=31294
-  _globals['_AIFEEDBACKRATING']._serialized_end=31511
-  _globals['_AITOOLCALLDISPOSITION']._serialized_start=31514
-  _globals['_AITOOLCALLDISPOSITION']._serialized_end=31776
-  _globals['_CREDENTIALTYPE']._serialized_start=31779
-  _globals['_CREDENTIALTYPE']._serialized_end=31919
-  _globals['_FAILUREREASON']._serialized_start=31922
-  _globals['_FAILUREREASON']._serialized_end=32705
-  _globals['_LOGINMETHOD']._serialized_start=32708
-  _globals['_LOGINMETHOD']._serialized_end=33411
-  _globals['_LOGOFFTYPE']._serialized_start=33413
-  _globals['_LOGOFFTYPE']._serialized_end=33503
-  _globals['_MALICIOUSBEHAVIOR']._serialized_start=33506
-  _globals['_MALICIOUSBEHAVIOR']._serialized_end=33738
-  _globals['_MFATYPE']._serialized_start=33741
-  _globals['_MFATYPE']._serialized_end=33894
-  _globals['_USERTYPE']._serialized_start=33897
-  _globals['_USERTYPE']._serialized_end=34049
-  _globals['_DATAEXPORTCHANNELTYPE']._serialized_start=34052
-  _globals['_DATAEXPORTCHANNELTYPE']._serialized_end=34235
-  _globals['_EVENTCATEGORYCODE']._serialized_start=34238
-  _globals['_EVENTCATEGORYCODE']._serialized_end=34414
-  _globals['_CMKACTION']._serialized_start=34417
-  _globals['_CMKACTION']._serialized_end=34637
-  _globals['_KEYTYPE']._serialized_start=34639
-  _globals['_KEYTYPE']._serialized_end=34754
-  _globals['_VIRUSCHANNEL']._serialized_start=34756
-  _globals['_VIRUSCHANNEL']._serialized_end=34851
-  _globals['_AITASKUPDATETYPE']._serialized_start=34854
-  _globals['_AITASKUPDATETYPE']._serialized_end=35015
-  _globals['_LOGINPROTOCOL']._serialized_start=35017
-  _globals['_LOGINPROTOCOL']._serialized_end=35140
+  _globals['_AITURNSTART'].fields_by_name['common']._loaded_options = None
+  _globals['_AITURNSTART'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AITURNSTART'].fields_by_name['session_id']._loaded_options = None
+  _globals['_AITURNSTART'].fields_by_name['session_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AITURNSTART'].fields_by_name['turn_id']._loaded_options = None
+  _globals['_AITURNSTART'].fields_by_name['turn_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AITURNSTART'].fields_by_name['turn_number']._loaded_options = None
+  _globals['_AITURNSTART'].fields_by_name['turn_number']._serialized_options = b'\272H\004\032\002(\001'
+  _globals['_AITURNEND'].fields_by_name['common']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AITURNEND'].fields_by_name['session_id']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['session_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AITURNEND'].fields_by_name['turn_id']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['turn_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AITURNEND'].fields_by_name['turn_number']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['turn_number']._serialized_options = b'\272H\004\032\002(\001'
+  _globals['_AITURNEND'].fields_by_name['prompt_tokens']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['prompt_tokens']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AITURNEND'].fields_by_name['completion_tokens']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['completion_tokens']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AITURNEND'].fields_by_name['total_tokens']._loaded_options = None
+  _globals['_AITURNEND'].fields_by_name['total_tokens']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AIMEMORYACCESS'].fields_by_name['common']._loaded_options = None
+  _globals['_AIMEMORYACCESS'].fields_by_name['common']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIMEMORYACCESS'].fields_by_name['activity_type']._loaded_options = None
+  _globals['_AIMEMORYACCESS'].fields_by_name['activity_type']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIMEMORYACCESS'].fields_by_name['memory_store_id']._loaded_options = None
+  _globals['_AIMEMORYACCESS'].fields_by_name['memory_store_id']._serialized_options = b'\272H\003\310\001\001'
+  _globals['_AIMEMORYACCESS'].fields_by_name['records_count']._loaded_options = None
+  _globals['_AIMEMORYACCESS'].fields_by_name['records_count']._serialized_options = b'\272H\004\032\002(\000'
+  _globals['_AIROLE']._serialized_start=30856
+  _globals['_AIROLE']._serialized_end=31035
+  _globals['_AIAGENTTYPE']._serialized_start=31038
+  _globals['_AIAGENTTYPE']._serialized_end=31231
+  _globals['_AISESSIONENDREASON']._serialized_start=31234
+  _globals['_AISESSIONENDREASON']._serialized_end=31515
+  _globals['_AIGUARDRAILTYPE']._serialized_start=31518
+  _globals['_AIGUARDRAILTYPE']._serialized_end=31843
+  _globals['_AIGUARDRAILACTION']._serialized_start=31846
+  _globals['_AIGUARDRAILACTION']._serialized_end=32091
+  _globals['_AIINVOCATIONSTATUS']._serialized_start=32094
+  _globals['_AIINVOCATIONSTATUS']._serialized_end=32394
+  _globals['_AIRETRIEVALTYPE']._serialized_start=32397
+  _globals['_AIRETRIEVALTYPE']._serialized_end=32699
+  _globals['_AIFEEDBACKRATING']._serialized_start=32702
+  _globals['_AIFEEDBACKRATING']._serialized_end=32919
+  _globals['_AITOOLCALLDISPOSITION']._serialized_start=32922
+  _globals['_AITOOLCALLDISPOSITION']._serialized_end=33184
+  _globals['_AIMEMORYACTIVITYTYPE']._serialized_start=33187
+  _globals['_AIMEMORYACTIVITYTYPE']._serialized_end=33426
+  _globals['_AIMEMORYSCOPE']._serialized_start=33429
+  _globals['_AIMEMORYSCOPE']._serialized_end=33587
+  _globals['_CREDENTIALTYPE']._serialized_start=33590
+  _globals['_CREDENTIALTYPE']._serialized_end=33730
+  _globals['_FAILUREREASON']._serialized_start=33733
+  _globals['_FAILUREREASON']._serialized_end=34516
+  _globals['_LOGINMETHOD']._serialized_start=34519
+  _globals['_LOGINMETHOD']._serialized_end=35222
+  _globals['_LOGOFFTYPE']._serialized_start=35224
+  _globals['_LOGOFFTYPE']._serialized_end=35314
+  _globals['_MALICIOUSBEHAVIOR']._serialized_start=35317
+  _globals['_MALICIOUSBEHAVIOR']._serialized_end=35549
+  _globals['_MFATYPE']._serialized_start=35552
+  _globals['_MFATYPE']._serialized_end=35705
+  _globals['_USERTYPE']._serialized_start=35708
+  _globals['_USERTYPE']._serialized_end=35860
+  _globals['_DATAEXPORTCHANNELTYPE']._serialized_start=35863
+  _globals['_DATAEXPORTCHANNELTYPE']._serialized_end=36046
+  _globals['_EVENTCATEGORYCODE']._serialized_start=36049
+  _globals['_EVENTCATEGORYCODE']._serialized_end=36225
+  _globals['_CMKACTION']._serialized_start=36228
+  _globals['_CMKACTION']._serialized_end=36448
+  _globals['_KEYTYPE']._serialized_start=36450
+  _globals['_KEYTYPE']._serialized_end=36565
+  _globals['_VIRUSCHANNEL']._serialized_start=36567
+  _globals['_VIRUSCHANNEL']._serialized_end=36662
+  _globals['_AITASKUPDATETYPE']._serialized_start=36665
+  _globals['_AITASKUPDATETYPE']._serialized_end=36826
+  _globals['_LOGINPROTOCOL']._serialized_start=36828
+  _globals['_LOGINPROTOCOL']._serialized_end=36951
   _globals['_USERCONTEXT']._serialized_start=168
   _globals['_USERCONTEXT']._serialized_end=391
   _globals['_USERCONTEXT_ATTRIBUTESENTRY']._serialized_start=330
   _globals['_USERCONTEXT_ATTRIBUTESENTRY']._serialized_end=391
   _globals['_TRACECONTEXT']._serialized_start=394
   _globals['_TRACECONTEXT']._serialized_end=541
-  _globals['_AIMODEL']._serialized_start=543
-  _globals['_AIMODEL']._serialized_end=657
-  _globals['_AIAGENT']._serialized_start=660
-  _globals['_AIAGENT']._serialized_end=918
-  _globals['_AIMESSAGECONTEXT']._serialized_start=921
-  _globals['_AIMESSAGECONTEXT']._serialized_end=1230
-  _globals['_AIDELEGATION']._serialized_start=1233
-  _globals['_AIDELEGATION']._serialized_end=1441
-  _globals['_COMMON']._serialized_start=1444
-  _globals['_COMMON']._serialized_end=2272
-  _globals['_COMMON_APPCONTEXTENTRY']._serialized_start=2211
-  _globals['_COMMON_APPCONTEXTENTRY']._serialized_end=2272
-  _globals['_AUDITLOGCLEAR']._serialized_start=2274
-  _globals['_AUDITLOGCLEAR']._serialized_end=2399
-  _globals['_AUDITLOGDISABLE']._serialized_start=2401
-  _globals['_AUDITLOGDISABLE']._serialized_end=2486
-  _globals['_AUDITLOGENABLE']._serialized_start=2488
-  _globals['_AUDITLOGENABLE']._serialized_end=2572
-  _globals['_AUTHNPRIVILEGETOGROUPADD']._serialized_start=2575
-  _globals['_AUTHNPRIVILEGETOGROUPADD']._serialized_end=2799
-  _globals['_AUTHNPRIVILEGETOGROUPDELETE']._serialized_start=2802
-  _globals['_AUTHNPRIVILEGETOGROUPDELETE']._serialized_end=3029
-  _globals['_AUTHNPRIVILEGETOROLEADD']._serialized_start=3032
-  _globals['_AUTHNPRIVILEGETOROLEADD']._serialized_end=3253
-  _globals['_AUTHNPRIVILEGETOROLEDELETE']._serialized_start=3256
-  _globals['_AUTHNPRIVILEGETOROLEDELETE']._serialized_end=3480
-  _globals['_AUTHNPRIVILEGETOUSERADD']._serialized_start=3483
-  _globals['_AUTHNPRIVILEGETOUSERADD']._serialized_end=3771
-  _globals['_AUTHNPRIVILEGETOUSERDELETE']._serialized_start=3774
-  _globals['_AUTHNPRIVILEGETOUSERDELETE']._serialized_end=4065
-  _globals['_AUTHNROLETOGROUPADD']._serialized_start=4068
-  _globals['_AUTHNROLETOGROUPADD']._serialized_end=4215
-  _globals['_AUTHNROLETOGROUPDELETE']._serialized_start=4218
-  _globals['_AUTHNROLETOGROUPDELETE']._serialized_end=4368
-  _globals['_AUTHNROLETOUSERADD']._serialized_start=4371
-  _globals['_AUTHNROLETOUSERADD']._serialized_end=4582
-  _globals['_AUTHNROLETOUSERDELETE']._serialized_start=4585
-  _globals['_AUTHNROLETOUSERDELETE']._serialized_end=4799
-  _globals['_AUTHNUSERTOGROUPADD']._serialized_start=4802
-  _globals['_AUTHNUSERTOGROUPADD']._serialized_end=5016
-  _globals['_AUTHNUSERTOGROUPDELETE']._serialized_start=5019
-  _globals['_AUTHNUSERTOGROUPDELETE']._serialized_end=5236
-  _globals['_CONFIGURATIONADD']._serialized_start=5239
-  _globals['_CONFIGURATIONADD']._serialized_end=5486
-  _globals['_CONFIGURATIONCHANGE']._serialized_start=5489
-  _globals['_CONFIGURATIONCHANGE']._serialized_end=5807
-  _globals['_CONFIGURATIONDELETE']._serialized_start=5810
-  _globals['_CONFIGURATIONDELETE']._serialized_end=6060
-  _globals['_CREDENTIALCREATE']._serialized_start=6063
-  _globals['_CREDENTIALCREATE']._serialized_end=6287
-  _globals['_CREDENTIALDELETE']._serialized_start=6290
-  _globals['_CREDENTIALDELETE']._serialized_end=6514
-  _globals['_CREDENTIALEXPIRATION']._serialized_start=6517
-  _globals['_CREDENTIALEXPIRATION']._serialized_end=6814
-  _globals['_CREDENTIALREVOKATION']._serialized_start=6817
-  _globals['_CREDENTIALREVOKATION']._serialized_end=7114
-  _globals['_DATAMODELCHANGE']._serialized_start=7117
-  _globals['_DATAMODELCHANGE']._serialized_end=7404
-  _globals['_DATAMODELCREATE']._serialized_start=7406
-  _globals['_DATAMODELCREATE']._serialized_end=7526
-  _globals['_DATAMODELDELETE']._serialized_start=7528
-  _globals['_DATAMODELDELETE']._serialized_end=7648
-  _globals['_DATAACCESS']._serialized_start=7651
-  _globals['_DATAACCESS']._serialized_end=8061
-  _globals['_DATACREATE']._serialized_start=8064
-  _globals['_DATACREATE']._serialized_end=8306
-  _globals['_DATADELETE']._serialized_start=8309
-  _globals['_DATADELETE']._serialized_end=8551
-  _globals['_DATAMODIFICATION']._serialized_start=8554
-  _globals['_DATAMODIFICATION']._serialized_end=8862
-  _globals['_DATAEXPORT']._serialized_start=8865
-  _globals['_DATAEXPORT']._serialized_end=9205
-  _globals['_DPPDATAACCESS']._serialized_start=9208
-  _globals['_DPPDATAACCESS']._serialized_end=9721
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+  _globals['_AIDATARETRIEVAL']._serialized_start=25253
+  _globals['_AIDATARETRIEVAL']._serialized_end=25651
+  _globals['_AIRESPONSEGENERATED']._serialized_start=25654
+  _globals['_AIRESPONSEGENERATED']._serialized_end=25997
+  _globals['_AIUSERFEEDBACK']._serialized_start=26000
+  _globals['_AIUSERFEEDBACK']._serialized_end=26371
+  _globals['_AIMESSAGESENT']._serialized_start=26374
+  _globals['_AIMESSAGESENT']._serialized_end=26766
+  _globals['_AITASKCREATED']._serialized_start=26769
+  _globals['_AITASKCREATED']._serialized_end=27081
+  _globals['_AITASKUPDATED']._serialized_start=27084
+  _globals['_AITASKUPDATED']._serialized_end=27483
+  _globals['_AITASKACCESSED']._serialized_start=27486
+  _globals['_AITASKACCESSED']._serialized_end=27712
+  _globals['_AIPUSHNOTIFICATIONSENT']._serialized_start=27715
+  _globals['_AIPUSHNOTIFICATIONSENT']._serialized_end=28062
+  _globals['_USERIMPERSONATIONREQUESTED']._serialized_start=28065
+  _globals['_USERIMPERSONATIONREQUESTED']._serialized_end=28548
+  _globals['_USERIMPERSONATIONDECLINED']._serialized_start=28551
+  _globals['_USERIMPERSONATIONDECLINED']._serialized_end=29033
+  _globals['_AIUSERINPUTREQUESTED']._serialized_start=29036
+  _globals['_AIUSERINPUTREQUESTED']._serialized_end=29416
+  _globals['_AITURNSTART']._serialized_start=29419
+  _globals['_AITURNSTART']._serialized_end=29765
+  _globals['_AITURNEND']._serialized_start=29768
+  _globals['_AITURNEND']._serialized_end=30301
+  _globals['_AIMEMORYACCESS']._serialized_start=30304
+  _globals['_AIMEMORYACCESS']._serialized_end=30853
 # @@protoc_insertion_point(module_scope)
diff --git a/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.pyi b/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.pyi
index 89203980..67550225 100644
--- a/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.pyi
+++ b/src/sap_cloud_sdk/core/auditlog_ng/gen/sap/auditlog/auditevent/v2/auditevent_pb2.pyi
@@ -104,6 +104,23 @@ class AiToolCallDisposition(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     AI_TOOL_CALL_DISPOSITION_PENDING_APPROVAL: _ClassVar[AiToolCallDisposition]
     AI_TOOL_CALL_DISPOSITION_OTHER: _ClassVar[AiToolCallDisposition]
 
+class AiMemoryActivityType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
+    __slots__ = ()
+    AI_MEMORY_ACTIVITY_TYPE_UNSPECIFIED: _ClassVar[AiMemoryActivityType]
+    AI_MEMORY_ACTIVITY_TYPE_READ: _ClassVar[AiMemoryActivityType]
+    AI_MEMORY_ACTIVITY_TYPE_UPDATE: _ClassVar[AiMemoryActivityType]
+    AI_MEMORY_ACTIVITY_TYPE_QUERY: _ClassVar[AiMemoryActivityType]
+    AI_MEMORY_ACTIVITY_TYPE_WRITE: _ClassVar[AiMemoryActivityType]
+    AI_MEMORY_ACTIVITY_TYPE_DELETE: _ClassVar[AiMemoryActivityType]
+
+class AiMemoryScope(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
+    __slots__ = ()
+    AI_MEMORY_SCOPE_UNSPECIFIED: _ClassVar[AiMemoryScope]
+    AI_MEMORY_SCOPE_SESSION: _ClassVar[AiMemoryScope]
+    AI_MEMORY_SCOPE_USER: _ClassVar[AiMemoryScope]
+    AI_MEMORY_SCOPE_AGENT: _ClassVar[AiMemoryScope]
+    AI_MEMORY_SCOPE_GLOBAL: _ClassVar[AiMemoryScope]
+
 class CredentialType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     __slots__ = ()
     CREDENTIAL_TYPE_UNSPECIFIED: _ClassVar[CredentialType]
@@ -313,6 +330,17 @@ AI_TOOL_CALL_DISPOSITION_DENIED: AiToolCallDisposition
 AI_TOOL_CALL_DISPOSITION_MODIFIED: AiToolCallDisposition
 AI_TOOL_CALL_DISPOSITION_PENDING_APPROVAL: AiToolCallDisposition
 AI_TOOL_CALL_DISPOSITION_OTHER: AiToolCallDisposition
+AI_MEMORY_ACTIVITY_TYPE_UNSPECIFIED: AiMemoryActivityType
+AI_MEMORY_ACTIVITY_TYPE_READ: AiMemoryActivityType
+AI_MEMORY_ACTIVITY_TYPE_UPDATE: AiMemoryActivityType
+AI_MEMORY_ACTIVITY_TYPE_QUERY: AiMemoryActivityType
+AI_MEMORY_ACTIVITY_TYPE_WRITE: AiMemoryActivityType
+AI_MEMORY_ACTIVITY_TYPE_DELETE: AiMemoryActivityType
+AI_MEMORY_SCOPE_UNSPECIFIED: AiMemoryScope
+AI_MEMORY_SCOPE_SESSION: AiMemoryScope
+AI_MEMORY_SCOPE_USER: AiMemoryScope
+AI_MEMORY_SCOPE_AGENT: AiMemoryScope
+AI_MEMORY_SCOPE_GLOBAL: AiMemoryScope
 CREDENTIAL_TYPE_UNSPECIFIED: CredentialType
 CREDENTIAL_TYPE_X509_CERTIFICATE: CredentialType
 CREDENTIAL_TYPE_KEY: CredentialType
@@ -440,70 +468,6 @@ class TraceContext(_message.Message):
     span_id: str
     def __init__(self, trace_id: _Optional[str] = ..., span_id: _Optional[str] = ...) -> None: ...
 
-class AiModel(_message.Message):
-    __slots__ = ("ai_provider", "name", "uid", "version")
-    AI_PROVIDER_FIELD_NUMBER: _ClassVar[int]
-    NAME_FIELD_NUMBER: _ClassVar[int]
-    UID_FIELD_NUMBER: _ClassVar[int]
-    VERSION_FIELD_NUMBER: _ClassVar[int]
-    ai_provider: str
-    name: str
-    uid: str
-    version: str
-    def __init__(self, ai_provider: _Optional[str] = ..., name: _Optional[str] = ..., uid: _Optional[str] = ..., version: _Optional[str] = ...) -> None: ...
-
-class AiAgent(_message.Message):
-    __slots__ = ("uid", "name", "instance_uid", "type", "type_id", "version", "ai_model")
-    UID_FIELD_NUMBER: _ClassVar[int]
-    NAME_FIELD_NUMBER: _ClassVar[int]
-    INSTANCE_UID_FIELD_NUMBER: _ClassVar[int]
-    TYPE_FIELD_NUMBER: _ClassVar[int]
-    TYPE_ID_FIELD_NUMBER: _ClassVar[int]
-    VERSION_FIELD_NUMBER: _ClassVar[int]
-    AI_MODEL_FIELD_NUMBER: _ClassVar[int]
-    uid: str
-    name: str
-    instance_uid: str
-    type: str
-    type_id: AiAgentType
-    version: str
-    ai_model: AiModel
-    def __init__(self, uid: _Optional[str] = ..., name: _Optional[str] = ..., instance_uid: _Optional[str] = ..., type: _Optional[str] = ..., type_id: _Optional[_Union[AiAgentType, str]] = ..., version: _Optional[str] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ...) -> None: ...
-
-class AiMessageContext(_message.Message):
-    __slots__ = ("uid", "name", "ai_role_id", "prompt_text", "response_text", "prompt_tokens", "completion_tokens", "total_tokens")
-    UID_FIELD_NUMBER: _ClassVar[int]
-    NAME_FIELD_NUMBER: _ClassVar[int]
-    AI_ROLE_ID_FIELD_NUMBER: _ClassVar[int]
-    PROMPT_TEXT_FIELD_NUMBER: _ClassVar[int]
-    RESPONSE_TEXT_FIELD_NUMBER: _ClassVar[int]
-    PROMPT_TOKENS_FIELD_NUMBER: _ClassVar[int]
-    COMPLETION_TOKENS_FIELD_NUMBER: _ClassVar[int]
-    TOTAL_TOKENS_FIELD_NUMBER: _ClassVar[int]
-    uid: str
-    name: str
-    ai_role_id: AiRole
-    prompt_text: str
-    response_text: str
-    prompt_tokens: int
-    completion_tokens: int
-    total_tokens: int
-    def __init__(self, uid: _Optional[str] = ..., name: _Optional[str] = ..., ai_role_id: _Optional[_Union[AiRole, str]] = ..., prompt_text: _Optional[str] = ..., response_text: _Optional[str] = ..., prompt_tokens: _Optional[int] = ..., completion_tokens: _Optional[int] = ..., total_tokens: _Optional[int] = ...) -> None: ...
-
-class AiDelegation(_message.Message):
-    __slots__ = ("delegator_id", "delegate_id", "scopes", "expires_at", "delegation_chain")
-    DELEGATOR_ID_FIELD_NUMBER: _ClassVar[int]
-    DELEGATE_ID_FIELD_NUMBER: _ClassVar[int]
-    SCOPES_FIELD_NUMBER: _ClassVar[int]
-    EXPIRES_AT_FIELD_NUMBER: _ClassVar[int]
-    DELEGATION_CHAIN_FIELD_NUMBER: _ClassVar[int]
-    delegator_id: str
-    delegate_id: str
-    scopes: _containers.RepeatedScalarFieldContainer[str]
-    expires_at: _timestamp_pb2.Timestamp
-    delegation_chain: _containers.RepeatedScalarFieldContainer[str]
-    def __init__(self, delegator_id: _Optional[str] = ..., delegate_id: _Optional[str] = ..., scopes: _Optional[_Iterable[str]] = ..., expires_at: _Optional[_Union[datetime.datetime, _timestamp_pb2.Timestamp, _Mapping]] = ..., delegation_chain: _Optional[_Iterable[str]] = ...) -> None: ...
-
 class Common(_message.Message):
     __slots__ = ("timestamp", "source_ip", "user_impersonated_id", "user_initiator_id", "app_id", "tenant_id", "user_session_context_id", "app_context", "user_global_id", "user_impersonated_global_id", "user_initiator_context", "user_impersonated_context", "trace_context")
     class AppContextEntry(_message.Message):
@@ -1587,6 +1551,70 @@ class CMKDetach(_message.Message):
     system_id: str
     def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., cmk_id: _Optional[str] = ..., kms_system_id: _Optional[str] = ..., system_id: _Optional[str] = ...) -> None: ...
 
+class AiModel(_message.Message):
+    __slots__ = ("ai_provider", "name", "uid", "version")
+    AI_PROVIDER_FIELD_NUMBER: _ClassVar[int]
+    NAME_FIELD_NUMBER: _ClassVar[int]
+    UID_FIELD_NUMBER: _ClassVar[int]
+    VERSION_FIELD_NUMBER: _ClassVar[int]
+    ai_provider: str
+    name: str
+    uid: str
+    version: str
+    def __init__(self, ai_provider: _Optional[str] = ..., name: _Optional[str] = ..., uid: _Optional[str] = ..., version: _Optional[str] = ...) -> None: ...
+
+class AiAgent(_message.Message):
+    __slots__ = ("uid", "name", "instance_uid", "type", "type_id", "version", "ai_model")
+    UID_FIELD_NUMBER: _ClassVar[int]
+    NAME_FIELD_NUMBER: _ClassVar[int]
+    INSTANCE_UID_FIELD_NUMBER: _ClassVar[int]
+    TYPE_FIELD_NUMBER: _ClassVar[int]
+    TYPE_ID_FIELD_NUMBER: _ClassVar[int]
+    VERSION_FIELD_NUMBER: _ClassVar[int]
+    AI_MODEL_FIELD_NUMBER: _ClassVar[int]
+    uid: str
+    name: str
+    instance_uid: str
+    type: str
+    type_id: AiAgentType
+    version: str
+    ai_model: AiModel
+    def __init__(self, uid: _Optional[str] = ..., name: _Optional[str] = ..., instance_uid: _Optional[str] = ..., type: _Optional[str] = ..., type_id: _Optional[_Union[AiAgentType, str]] = ..., version: _Optional[str] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ...) -> None: ...
+
+class AiMessageContext(_message.Message):
+    __slots__ = ("uid", "name", "ai_role_id", "prompt_text", "response_text", "prompt_tokens", "completion_tokens", "total_tokens")
+    UID_FIELD_NUMBER: _ClassVar[int]
+    NAME_FIELD_NUMBER: _ClassVar[int]
+    AI_ROLE_ID_FIELD_NUMBER: _ClassVar[int]
+    PROMPT_TEXT_FIELD_NUMBER: _ClassVar[int]
+    RESPONSE_TEXT_FIELD_NUMBER: _ClassVar[int]
+    PROMPT_TOKENS_FIELD_NUMBER: _ClassVar[int]
+    COMPLETION_TOKENS_FIELD_NUMBER: _ClassVar[int]
+    TOTAL_TOKENS_FIELD_NUMBER: _ClassVar[int]
+    uid: str
+    name: str
+    ai_role_id: AiRole
+    prompt_text: str
+    response_text: str
+    prompt_tokens: int
+    completion_tokens: int
+    total_tokens: int
+    def __init__(self, uid: _Optional[str] = ..., name: _Optional[str] = ..., ai_role_id: _Optional[_Union[AiRole, str]] = ..., prompt_text: _Optional[str] = ..., response_text: _Optional[str] = ..., prompt_tokens: _Optional[int] = ..., completion_tokens: _Optional[int] = ..., total_tokens: _Optional[int] = ...) -> None: ...
+
+class AiDelegation(_message.Message):
+    __slots__ = ("delegator_id", "delegate_id", "scopes", "expires_at", "delegation_chain")
+    DELEGATOR_ID_FIELD_NUMBER: _ClassVar[int]
+    DELEGATE_ID_FIELD_NUMBER: _ClassVar[int]
+    SCOPES_FIELD_NUMBER: _ClassVar[int]
+    EXPIRES_AT_FIELD_NUMBER: _ClassVar[int]
+    DELEGATION_CHAIN_FIELD_NUMBER: _ClassVar[int]
+    delegator_id: str
+    delegate_id: str
+    scopes: _containers.RepeatedScalarFieldContainer[str]
+    expires_at: _timestamp_pb2.Timestamp
+    delegation_chain: _containers.RepeatedScalarFieldContainer[str]
+    def __init__(self, delegator_id: _Optional[str] = ..., delegate_id: _Optional[str] = ..., scopes: _Optional[_Iterable[str]] = ..., expires_at: _Optional[_Union[datetime.datetime, _timestamp_pb2.Timestamp, _Mapping]] = ..., delegation_chain: _Optional[_Iterable[str]] = ...) -> None: ...
+
 class AiSessionStart(_message.Message):
     __slots__ = ("common", "session_id", "ai_agent", "ai_model", "delegation")
     COMMON_FIELD_NUMBER: _ClassVar[int]
@@ -1602,18 +1630,18 @@ class AiSessionStart(_message.Message):
     def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ..., delegation: _Optional[_Union[AiDelegation, _Mapping]] = ...) -> None: ...
 
 class AiSessionEnd(_message.Message):
-    __slots__ = ("common", "session_id", "end_reason", "total_tokens", "duration_ms")
+    __slots__ = ("common", "session_id", "end_reason", "total_tokens", "turn_count")
     COMMON_FIELD_NUMBER: _ClassVar[int]
     SESSION_ID_FIELD_NUMBER: _ClassVar[int]
     END_REASON_FIELD_NUMBER: _ClassVar[int]
     TOTAL_TOKENS_FIELD_NUMBER: _ClassVar[int]
-    DURATION_MS_FIELD_NUMBER: _ClassVar[int]
+    TURN_COUNT_FIELD_NUMBER: _ClassVar[int]
     common: Common
     session_id: str
     end_reason: AiSessionEndReason
     total_tokens: int
-    duration_ms: int
-    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., end_reason: _Optional[_Union[AiSessionEndReason, str]] = ..., total_tokens: _Optional[int] = ..., duration_ms: _Optional[int] = ...) -> None: ...
+    turn_count: int
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., end_reason: _Optional[_Union[AiSessionEndReason, str]] = ..., total_tokens: _Optional[int] = ..., turn_count: _Optional[int] = ...) -> None: ...
 
 class AiPromptReceived(_message.Message):
     __slots__ = ("common", "session_id", "message_context", "ai_agent")
@@ -1646,13 +1674,12 @@ class AiGuardrailTriggered(_message.Message):
     def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., guardrail_name: _Optional[str] = ..., guardrail_type: _Optional[_Union[AiGuardrailType, str]] = ..., action_taken: _Optional[_Union[AiGuardrailAction, str]] = ..., violation_category: _Optional[str] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ...) -> None: ...
 
 class AiModelInvocation(_message.Message):
-    __slots__ = ("common", "session_id", "ai_model", "ai_agent", "message_context", "latency_ms", "status", "error_message")
+    __slots__ = ("common", "session_id", "ai_model", "ai_agent", "message_context", "status", "error_message")
     COMMON_FIELD_NUMBER: _ClassVar[int]
     SESSION_ID_FIELD_NUMBER: _ClassVar[int]
     AI_MODEL_FIELD_NUMBER: _ClassVar[int]
     AI_AGENT_FIELD_NUMBER: _ClassVar[int]
     MESSAGE_CONTEXT_FIELD_NUMBER: _ClassVar[int]
-    LATENCY_MS_FIELD_NUMBER: _ClassVar[int]
     STATUS_FIELD_NUMBER: _ClassVar[int]
     ERROR_MESSAGE_FIELD_NUMBER: _ClassVar[int]
     common: Common
@@ -1660,10 +1687,9 @@ class AiModelInvocation(_message.Message):
     ai_model: AiModel
     ai_agent: AiAgent
     message_context: AiMessageContext
-    latency_ms: int
     status: AiInvocationStatus
     error_message: str
-    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ..., latency_ms: _Optional[int] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., error_message: _Optional[str] = ...) -> None: ...
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., error_message: _Optional[str] = ...) -> None: ...
 
 class AiSkillSelected(_message.Message):
     __slots__ = ("common", "session_id", "skill_name", "skill_id", "confidence_score", "ai_agent", "alternatives_considered")
@@ -1700,14 +1726,13 @@ class AiAgentDelegated(_message.Message):
     def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., source_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., target_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., delegation: _Optional[_Union[AiDelegation, _Mapping]] = ..., task_description: _Optional[str] = ...) -> None: ...
 
 class AiMcpToolCall(_message.Message):
-    __slots__ = ("common", "session_id", "tool_name", "target_mcp_server_id", "ai_agent", "status", "latency_ms", "error_message")
+    __slots__ = ("common", "session_id", "tool_name", "target_mcp_server_id", "ai_agent", "status", "error_message")
     COMMON_FIELD_NUMBER: _ClassVar[int]
     SESSION_ID_FIELD_NUMBER: _ClassVar[int]
     TOOL_NAME_FIELD_NUMBER: _ClassVar[int]
     TARGET_MCP_SERVER_ID_FIELD_NUMBER: _ClassVar[int]
     AI_AGENT_FIELD_NUMBER: _ClassVar[int]
     STATUS_FIELD_NUMBER: _ClassVar[int]
-    LATENCY_MS_FIELD_NUMBER: _ClassVar[int]
     ERROR_MESSAGE_FIELD_NUMBER: _ClassVar[int]
     common: Common
     session_id: str
@@ -1715,12 +1740,11 @@ class AiMcpToolCall(_message.Message):
     target_mcp_server_id: str
     ai_agent: AiAgent
     status: AiInvocationStatus
-    latency_ms: int
     error_message: str
-    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., tool_name: _Optional[str] = ..., target_mcp_server_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., latency_ms: _Optional[int] = ..., error_message: _Optional[str] = ...) -> None: ...
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., tool_name: _Optional[str] = ..., target_mcp_server_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., error_message: _Optional[str] = ...) -> None: ...
 
 class AiDirectApiAccess(_message.Message):
-    __slots__ = ("common", "session_id", "target_api_id", "ai_agent", "http_method", "status", "response_status_code", "latency_ms")
+    __slots__ = ("common", "session_id", "target_api_id", "ai_agent", "http_method", "status", "response_status_code")
     COMMON_FIELD_NUMBER: _ClassVar[int]
     SESSION_ID_FIELD_NUMBER: _ClassVar[int]
     TARGET_API_ID_FIELD_NUMBER: _ClassVar[int]
@@ -1728,7 +1752,6 @@ class AiDirectApiAccess(_message.Message):
     HTTP_METHOD_FIELD_NUMBER: _ClassVar[int]
     STATUS_FIELD_NUMBER: _ClassVar[int]
     RESPONSE_STATUS_CODE_FIELD_NUMBER: _ClassVar[int]
-    LATENCY_MS_FIELD_NUMBER: _ClassVar[int]
     common: Common
     session_id: str
     target_api_id: str
@@ -1736,11 +1759,10 @@ class AiDirectApiAccess(_message.Message):
     http_method: str
     status: AiInvocationStatus
     response_status_code: int
-    latency_ms: int
-    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., target_api_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., http_method: _Optional[str] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., response_status_code: _Optional[int] = ..., latency_ms: _Optional[int] = ...) -> None: ...
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., target_api_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., http_method: _Optional[str] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., response_status_code: _Optional[int] = ...) -> None: ...
 
 class AiDataRetrieval(_message.Message):
-    __slots__ = ("common", "session_id", "data_source_id", "data_source_type", "retrieval_type", "results_count", "ai_agent", "latency_ms")
+    __slots__ = ("common", "session_id", "data_source_id", "data_source_type", "retrieval_type", "results_count", "ai_agent")
     COMMON_FIELD_NUMBER: _ClassVar[int]
     SESSION_ID_FIELD_NUMBER: _ClassVar[int]
     DATA_SOURCE_ID_FIELD_NUMBER: _ClassVar[int]
@@ -1748,7 +1770,6 @@ class AiDataRetrieval(_message.Message):
     RETRIEVAL_TYPE_FIELD_NUMBER: _ClassVar[int]
     RESULTS_COUNT_FIELD_NUMBER: _ClassVar[int]
     AI_AGENT_FIELD_NUMBER: _ClassVar[int]
-    LATENCY_MS_FIELD_NUMBER: _ClassVar[int]
     common: Common
     session_id: str
     data_source_id: str
@@ -1756,24 +1777,21 @@ class AiDataRetrieval(_message.Message):
     retrieval_type: AiRetrievalType
     results_count: int
     ai_agent: AiAgent
-    latency_ms: int
-    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., data_source_id: _Optional[str] = ..., data_source_type: _Optional[str] = ..., retrieval_type: _Optional[_Union[AiRetrievalType, str]] = ..., results_count: _Optional[int] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., latency_ms: _Optional[int] = ...) -> None: ...
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., data_source_id: _Optional[str] = ..., data_source_type: _Optional[str] = ..., retrieval_type: _Optional[_Union[AiRetrievalType, str]] = ..., results_count: _Optional[int] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ...) -> None: ...
 
 class AiResponseGenerated(_message.Message):
-    __slots__ = ("common", "session_id", "message_context", "ai_agent", "ai_model", "latency_ms")
+    __slots__ = ("common", "session_id", "message_context", "ai_agent", "ai_model")
     COMMON_FIELD_NUMBER: _ClassVar[int]
     SESSION_ID_FIELD_NUMBER: _ClassVar[int]
     MESSAGE_CONTEXT_FIELD_NUMBER: _ClassVar[int]
     AI_AGENT_FIELD_NUMBER: _ClassVar[int]
     AI_MODEL_FIELD_NUMBER: _ClassVar[int]
-    LATENCY_MS_FIELD_NUMBER: _ClassVar[int]
     common: Common
     session_id: str
     message_context: AiMessageContext
     ai_agent: AiAgent
     ai_model: AiModel
-    latency_ms: int
-    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ..., latency_ms: _Optional[int] = ...) -> None: ...
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., ai_model: _Optional[_Union[AiModel, _Mapping]] = ...) -> None: ...
 
 class AiUserFeedback(_message.Message):
     __slots__ = ("common", "session_id", "feedback_rating", "feedback_score", "feedback_category", "feedback_comment", "message_uid")
@@ -1918,3 +1936,65 @@ class AiUserInputRequested(_message.Message):
     ai_agent: AiAgent
     message_context: AiMessageContext
     def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., requested_from_user_id: _Optional[str] = ..., a2a_task_id: _Optional[str] = ..., a2a_context_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ...) -> None: ...
+
+class AiTurnStart(_message.Message):
+    __slots__ = ("common", "session_id", "turn_id", "turn_number", "ai_agent", "message_context")
+    COMMON_FIELD_NUMBER: _ClassVar[int]
+    SESSION_ID_FIELD_NUMBER: _ClassVar[int]
+    TURN_ID_FIELD_NUMBER: _ClassVar[int]
+    TURN_NUMBER_FIELD_NUMBER: _ClassVar[int]
+    AI_AGENT_FIELD_NUMBER: _ClassVar[int]
+    MESSAGE_CONTEXT_FIELD_NUMBER: _ClassVar[int]
+    common: Common
+    session_id: str
+    turn_id: str
+    turn_number: int
+    ai_agent: AiAgent
+    message_context: AiMessageContext
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., turn_id: _Optional[str] = ..., turn_number: _Optional[int] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ...) -> None: ...
+
+class AiTurnEnd(_message.Message):
+    __slots__ = ("common", "session_id", "turn_id", "turn_number", "status", "prompt_tokens", "completion_tokens", "total_tokens", "message_context", "error_message")
+    COMMON_FIELD_NUMBER: _ClassVar[int]
+    SESSION_ID_FIELD_NUMBER: _ClassVar[int]
+    TURN_ID_FIELD_NUMBER: _ClassVar[int]
+    TURN_NUMBER_FIELD_NUMBER: _ClassVar[int]
+    STATUS_FIELD_NUMBER: _ClassVar[int]
+    PROMPT_TOKENS_FIELD_NUMBER: _ClassVar[int]
+    COMPLETION_TOKENS_FIELD_NUMBER: _ClassVar[int]
+    TOTAL_TOKENS_FIELD_NUMBER: _ClassVar[int]
+    MESSAGE_CONTEXT_FIELD_NUMBER: _ClassVar[int]
+    ERROR_MESSAGE_FIELD_NUMBER: _ClassVar[int]
+    common: Common
+    session_id: str
+    turn_id: str
+    turn_number: int
+    status: AiInvocationStatus
+    prompt_tokens: int
+    completion_tokens: int
+    total_tokens: int
+    message_context: AiMessageContext
+    error_message: str
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., turn_id: _Optional[str] = ..., turn_number: _Optional[int] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ..., prompt_tokens: _Optional[int] = ..., completion_tokens: _Optional[int] = ..., total_tokens: _Optional[int] = ..., message_context: _Optional[_Union[AiMessageContext, _Mapping]] = ..., error_message: _Optional[str] = ...) -> None: ...
+
+class AiMemoryAccess(_message.Message):
+    __slots__ = ("common", "session_id", "activity_type", "memory_scope", "memory_store_id", "ai_agent", "memory_key", "records_count", "status")
+    COMMON_FIELD_NUMBER: _ClassVar[int]
+    SESSION_ID_FIELD_NUMBER: _ClassVar[int]
+    ACTIVITY_TYPE_FIELD_NUMBER: _ClassVar[int]
+    MEMORY_SCOPE_FIELD_NUMBER: _ClassVar[int]
+    MEMORY_STORE_ID_FIELD_NUMBER: _ClassVar[int]
+    AI_AGENT_FIELD_NUMBER: _ClassVar[int]
+    MEMORY_KEY_FIELD_NUMBER: _ClassVar[int]
+    RECORDS_COUNT_FIELD_NUMBER: _ClassVar[int]
+    STATUS_FIELD_NUMBER: _ClassVar[int]
+    common: Common
+    session_id: str
+    activity_type: AiMemoryActivityType
+    memory_scope: AiMemoryScope
+    memory_store_id: str
+    ai_agent: AiAgent
+    memory_key: str
+    records_count: int
+    status: AiInvocationStatus
+    def __init__(self, common: _Optional[_Union[Common, _Mapping]] = ..., session_id: _Optional[str] = ..., activity_type: _Optional[_Union[AiMemoryActivityType, str]] = ..., memory_scope: _Optional[_Union[AiMemoryScope, str]] = ..., memory_store_id: _Optional[str] = ..., ai_agent: _Optional[_Union[AiAgent, _Mapping]] = ..., memory_key: _Optional[str] = ..., records_count: _Optional[int] = ..., status: _Optional[_Union[AiInvocationStatus, str]] = ...) -> None: ...
diff --git a/src/sap_cloud_sdk/core/auditlog_ng/proto/sap/auditlog/auditevent/v2/auditevent.proto b/src/sap_cloud_sdk/core/auditlog_ng/proto/sap/auditlog/auditevent/v2/auditevent.proto
index 7305ce7c..880945af 100644
--- a/src/sap_cloud_sdk/core/auditlog_ng/proto/sap/auditlog/auditevent/v2/auditevent.proto
+++ b/src/sap_cloud_sdk/core/auditlog_ng/proto/sap/auditlog/auditevent/v2/auditevent.proto
@@ -24,252 +24,6 @@ message TraceContext {
   optional string span_id = 2 [(buf.validate.field).string.pattern = "^[0-9a-f]{16}$"];
 }
 
-// ============================================================================
-// OCSF-Aligned AI Structures
-// Based on OCSF 1.10.0-dev AI Operation Profile
-// https://schema.ocsf.io/1.10.0-dev/profiles/ai_operation
-// ============================================================================
-
-// AI Role in a conversation or operation
-// Aligned with OCSF ai_role_id enumeration
-enum AiRole {
-  //@ShortText: "Unspecified"
-  AI_ROLE_UNSPECIFIED = 0;
-  //@ShortText: "User"
-  AI_ROLE_USER = 1;
-  //@ShortText: "Assistant"
-  AI_ROLE_ASSISTANT = 2;
-  //@ShortText: "Tool"
-  AI_ROLE_TOOL = 3;
-  //@ShortText: "Agent"
-  AI_ROLE_AGENT = 4;
-  //@ShortText: "Orchestrator"
-  AI_ROLE_ORCHESTRATOR = 5;
-  //@ShortText: "Retriever"
-  AI_ROLE_RETRIEVER = 6;
-  //@ShortText: "Other"
-  AI_ROLE_OTHER = 99;
-}
-
-// AI Agent Type - normalized framework identifier
-// Aligned with OCSF ai_agent.type_id
-enum AiAgentType {
-  //@ShortText: "Unspecified"
-  AI_AGENT_TYPE_UNSPECIFIED = 0;
-  //@ShortText: "Conversational"
-  AI_AGENT_TYPE_CONVERSATIONAL = 1;
-  //@ShortText: "Autonomous"
-  AI_AGENT_TYPE_AUTONOMOUS = 2;
-  //@ShortText: "Retrieval"
-  AI_AGENT_TYPE_RETRIEVAL = 3;
-  //@ShortText: "Multi-Agent"
-  AI_AGENT_TYPE_MULTI_AGENT = 4;
-  //@ShortText: "Other"
-  AI_AGENT_TYPE_OTHER = 99;
-}
-
-// AI Session End Reason
-enum AiSessionEndReason {
-  //@ShortText: "Unspecified"
-  AI_SESSION_END_REASON_UNSPECIFIED = 0;
-  //@ShortText: "Normal"
-  AI_SESSION_END_REASON_NORMAL = 1;
-  //@ShortText: "Timeout"
-  AI_SESSION_END_REASON_TIMEOUT = 2;
-  //@ShortText: "User Terminated"
-  AI_SESSION_END_REASON_USER_TERMINATED = 3;
-  //@ShortText: "Error"
-  AI_SESSION_END_REASON_ERROR = 4;
-  //@ShortText: "Policy Violation"
-  AI_SESSION_END_REASON_POLICY_VIOLATION = 5;
-  //@ShortText: "Other"
-  AI_SESSION_END_REASON_OTHER = 99;
-}
-
-// AI Guardrail Type
-enum AiGuardrailType {
-  //@ShortText: "Unspecified"
-  AI_GUARDRAIL_TYPE_UNSPECIFIED = 0;
-  //@ShortText: "Input"
-  AI_GUARDRAIL_TYPE_INPUT = 1;
-  //@ShortText: "Output"
-  AI_GUARDRAIL_TYPE_OUTPUT = 2;
-  //@ShortText: "Content Policy"
-  AI_GUARDRAIL_TYPE_CONTENT_POLICY = 3;
-  //@ShortText: "Prompt Injection"
-  AI_GUARDRAIL_TYPE_PROMPT_INJECTION = 4;
-  //@ShortText: "PII Filter"
-  AI_GUARDRAIL_TYPE_PII_FILTER = 5;
-  //@ShortText: "Data Leakage"
-  AI_GUARDRAIL_TYPE_DATA_LEAKAGE = 6;
-  //@ShortText: "Hallucination Detection"
-  AI_GUARDRAIL_TYPE_HALLUCINATION = 7;
-  //@ShortText: "Other"
-  AI_GUARDRAIL_TYPE_OTHER = 99;
-}
-
-// AI Guardrail Action
-enum AiGuardrailAction {
-  //@ShortText: "Unspecified"
-  AI_GUARDRAIL_ACTION_UNSPECIFIED = 0;
-  //@ShortText: "Allow"
-  AI_GUARDRAIL_ACTION_ALLOW = 1;
-  //@ShortText: "Block"
-  AI_GUARDRAIL_ACTION_BLOCK = 2;
-  //@ShortText: "Modify"
-  AI_GUARDRAIL_ACTION_MODIFY = 3;
-  //@ShortText: "Warn"
-  AI_GUARDRAIL_ACTION_WARN = 4;
-  //@ShortText: "Log Only"
-  AI_GUARDRAIL_ACTION_LOG_ONLY = 5;
-  //@ShortText: "Other"
-  AI_GUARDRAIL_ACTION_OTHER = 99;
-}
-
-// AI Invocation Status
-enum AiInvocationStatus {
-  //@ShortText: "Unspecified"
-  AI_INVOCATION_STATUS_UNSPECIFIED = 0;
-  //@ShortText: "Success"
-  AI_INVOCATION_STATUS_SUCCESS = 1;
-  //@ShortText: "Failed"
-  AI_INVOCATION_STATUS_FAILED = 2;
-  //@ShortText: "Timeout"
-  AI_INVOCATION_STATUS_TIMEOUT = 3;
-  //@ShortText: "Rate Limited"
-  AI_INVOCATION_STATUS_RATE_LIMITED = 4;
-  //@ShortText: "Cancelled"
-  AI_INVOCATION_STATUS_CANCELLED = 5;
-  //@ShortText: "Pending"
-  AI_INVOCATION_STATUS_PENDING = 6;
-  //@ShortText: "Other"
-  AI_INVOCATION_STATUS_OTHER = 99;
-}
-
-// AI Retrieval Type (for RAG and knowledge retrieval)
-enum AiRetrievalType {
-  //@ShortText: "Unspecified"
-  AI_RETRIEVAL_TYPE_UNSPECIFIED = 0;
-  //@ShortText: "Vector Search"
-  AI_RETRIEVAL_TYPE_VECTOR_SEARCH = 1;
-  //@ShortText: "Keyword Search"
-  AI_RETRIEVAL_TYPE_KEYWORD_SEARCH = 2;
-  //@ShortText: "Hybrid Search"
-  AI_RETRIEVAL_TYPE_HYBRID_SEARCH = 3;
-  //@ShortText: "Knowledge Graph"
-  AI_RETRIEVAL_TYPE_KNOWLEDGE_GRAPH = 4;
-  //@ShortText: "Memory Context"
-  AI_RETRIEVAL_TYPE_MEMORY_CONTEXT = 5;
-  //@ShortText: "Document Retrieval"
-  AI_RETRIEVAL_TYPE_DOCUMENT = 6;
-  //@ShortText: "Other"
-  AI_RETRIEVAL_TYPE_OTHER = 99;
-}
-
-// AI Feedback Rating
-enum AiFeedbackRating {
-  //@ShortText: "Unspecified"
-  AI_FEEDBACK_RATING_UNSPECIFIED = 0;
-  //@ShortText: "Positive"
-  AI_FEEDBACK_RATING_POSITIVE = 1;
-  //@ShortText: "Negative"
-  AI_FEEDBACK_RATING_NEGATIVE = 2;
-  //@ShortText: "Neutral"
-  AI_FEEDBACK_RATING_NEUTRAL = 3;
-  //@ShortText: "Correction"
-  AI_FEEDBACK_RATING_CORRECTION = 4;
-  //@ShortText: "Other"
-  AI_FEEDBACK_RATING_OTHER = 99;
-}
-
-// AI Tool Call Disposition (for authorization decisions)
-enum AiToolCallDisposition {
-  //@ShortText: "Unspecified"
-  AI_TOOL_CALL_DISPOSITION_UNSPECIFIED = 0;
-  //@ShortText: "Allowed"
-  AI_TOOL_CALL_DISPOSITION_ALLOWED = 1;
-  //@ShortText: "Denied"
-  AI_TOOL_CALL_DISPOSITION_DENIED = 2;
-  //@ShortText: "Modified"
-  AI_TOOL_CALL_DISPOSITION_MODIFIED = 3;
-  //@ShortText: "Pending Approval"
-  AI_TOOL_CALL_DISPOSITION_PENDING_APPROVAL = 4;
-  //@ShortText: "Other"
-  AI_TOOL_CALL_DISPOSITION_OTHER = 99;
-}
-
-// AI Model identification
-// Aligned with OCSF ai_model object
-// https://schema.ocsf.io/1.10.0-dev/objects/ai_model
-message AiModel {
-  // AI service provider or organization name (e.g., "SAP", "OpenAI", "Anthropic", "Google")
-  string ai_provider = 1 [(buf.validate.field).required = true];
-  // Human-readable model name (e.g., "joule-v1", "gpt-4o", "claude-3-sonnet")
-  string name = 2;
-  // Model's unique identifier
-  string uid = 3;
-  // Model version identifier (e.g., "2024-05-13", "v2.1.0")
-  string version = 4;
-}
-
-// AI Agent identification
-// Aligned with OCSF ai_agent object
-// https://schema.ocsf.io/1.10.0-dev/objects/ai_agent
-message AiAgent {
-  // Stable logical identifier for the agent (e.g., ORD ID)
-  string uid = 1;
-  // Human-readable agent designation
-  string name = 2;
-  // Identifier for a specific running instance or session
-  string instance_uid = 3;
-  // Agent framework type (string representation)
-  string type = 4;
-  // Normalized framework identifier
-  AiAgentType type_id = 5;
-  // Agent's code or configuration revision number
-  string version = 6;
-  // The AI model backing this agent
-  AiModel ai_model = 7;
-}
-
-// Message/Conversation context for AI interactions
-// Aligned with OCSF message_context object
-// https://schema.ocsf.io/1.10.0-dev/objects/message_context
-message AiMessageContext {
-  // Unique identifier for message correlation (conversation ID)
-  string uid = 1;
-  // Conversation name, session name, or thread identifier
-  string name = 2;
-  // The AI's functional role in this interaction
-  AiRole ai_role_id = 3;
-  // Verbatim input instruction to the model (may contain sensitive data)
-  string prompt_text = 4;
-  // Model-generated response content (may contain sensitive data)
-  string response_text = 5;
-  // Input token count
-  int32 prompt_tokens = 6;
-  // Response/completion token count
-  int32 completion_tokens = 7;
-  // Combined token usage (prompt + completion)
-  int32 total_tokens = 8;
-}
-
-// AI Delegation context for authorization tracking
-// Aligned with OCSF delegation object
-// Links events to authorization contexts under delegated authority
-message AiDelegation {
-  // The delegating entity (user or agent that granted authority)
-  string delegator_id = 1;
-  // The entity receiving delegated authority
-  string delegate_id = 2;
-  // Scope or permissions of the delegation
-  repeated string scopes = 3;
-  // Expiration time of the delegation
-  google.protobuf.Timestamp expires_at = 4;
-  // Delegation chain (for multi-hop delegations)
-  repeated string delegation_chain = 5;
-}
-
 // Common Fields
 // contains information that are attached to all events.
 message Common {
@@ -1520,6 +1274,248 @@ message CMKDetach {
 // Aligned with OCSF 1.10.0-dev AI Operation Profile.
 // ============================================================================
 
+// --- AI Enums and Shared Types ---
+
+// AI Role in a conversation or operation
+// Aligned with OCSF ai_role_id enumeration
+enum AiRole {
+  //@ShortText: "Unspecified"
+  AI_ROLE_UNSPECIFIED = 0;
+  //@ShortText: "User"
+  AI_ROLE_USER = 1;
+  //@ShortText: "Assistant"
+  AI_ROLE_ASSISTANT = 2;
+  //@ShortText: "Tool"
+  AI_ROLE_TOOL = 3;
+  //@ShortText: "Agent"
+  AI_ROLE_AGENT = 4;
+  //@ShortText: "Orchestrator"
+  AI_ROLE_ORCHESTRATOR = 5;
+  //@ShortText: "Retriever"
+  AI_ROLE_RETRIEVER = 6;
+  //@ShortText: "Other"
+  AI_ROLE_OTHER = 99;
+}
+
+// AI Agent Type - normalized framework identifier
+// Aligned with OCSF ai_agent.type_id
+enum AiAgentType {
+  //@ShortText: "Unspecified"
+  AI_AGENT_TYPE_UNSPECIFIED = 0;
+  //@ShortText: "Conversational"
+  AI_AGENT_TYPE_CONVERSATIONAL = 1;
+  //@ShortText: "Autonomous"
+  AI_AGENT_TYPE_AUTONOMOUS = 2;
+  //@ShortText: "Retrieval"
+  AI_AGENT_TYPE_RETRIEVAL = 3;
+  //@ShortText: "Multi-Agent"
+  AI_AGENT_TYPE_MULTI_AGENT = 4;
+  //@ShortText: "Other"
+  AI_AGENT_TYPE_OTHER = 99;
+}
+
+// AI Session End Reason
+enum AiSessionEndReason {
+  //@ShortText: "Unspecified"
+  AI_SESSION_END_REASON_UNSPECIFIED = 0;
+  //@ShortText: "Normal"
+  AI_SESSION_END_REASON_NORMAL = 1;
+  //@ShortText: "Timeout"
+  AI_SESSION_END_REASON_TIMEOUT = 2;
+  //@ShortText: "User Terminated"
+  AI_SESSION_END_REASON_USER_TERMINATED = 3;
+  //@ShortText: "Error"
+  AI_SESSION_END_REASON_ERROR = 4;
+  //@ShortText: "Policy Violation"
+  AI_SESSION_END_REASON_POLICY_VIOLATION = 5;
+  //@ShortText: "Other"
+  AI_SESSION_END_REASON_OTHER = 99;
+}
+
+// AI Guardrail Type
+enum AiGuardrailType {
+  //@ShortText: "Unspecified"
+  AI_GUARDRAIL_TYPE_UNSPECIFIED = 0;
+  //@ShortText: "Input"
+  AI_GUARDRAIL_TYPE_INPUT = 1;
+  //@ShortText: "Output"
+  AI_GUARDRAIL_TYPE_OUTPUT = 2;
+  //@ShortText: "Content Policy"
+  AI_GUARDRAIL_TYPE_CONTENT_POLICY = 3;
+  //@ShortText: "Prompt Injection"
+  AI_GUARDRAIL_TYPE_PROMPT_INJECTION = 4;
+  //@ShortText: "PII Filter"
+  AI_GUARDRAIL_TYPE_PII_FILTER = 5;
+  //@ShortText: "Data Leakage"
+  AI_GUARDRAIL_TYPE_DATA_LEAKAGE = 6;
+  //@ShortText: "Hallucination Detection"
+  AI_GUARDRAIL_TYPE_HALLUCINATION = 7;
+  //@ShortText: "Other"
+  AI_GUARDRAIL_TYPE_OTHER = 99;
+}
+
+// AI Guardrail Action
+enum AiGuardrailAction {
+  //@ShortText: "Unspecified"
+  AI_GUARDRAIL_ACTION_UNSPECIFIED = 0;
+  //@ShortText: "Allow"
+  AI_GUARDRAIL_ACTION_ALLOW = 1;
+  //@ShortText: "Block"
+  AI_GUARDRAIL_ACTION_BLOCK = 2;
+  //@ShortText: "Modify"
+  AI_GUARDRAIL_ACTION_MODIFY = 3;
+  //@ShortText: "Warn"
+  AI_GUARDRAIL_ACTION_WARN = 4;
+  //@ShortText: "Log Only"
+  AI_GUARDRAIL_ACTION_LOG_ONLY = 5;
+  //@ShortText: "Other"
+  AI_GUARDRAIL_ACTION_OTHER = 99;
+}
+
+// AI Invocation Status
+enum AiInvocationStatus {
+  //@ShortText: "Unspecified"
+  AI_INVOCATION_STATUS_UNSPECIFIED = 0;
+  //@ShortText: "Success"
+  AI_INVOCATION_STATUS_SUCCESS = 1;
+  //@ShortText: "Failed"
+  AI_INVOCATION_STATUS_FAILED = 2;
+  //@ShortText: "Timeout"
+  AI_INVOCATION_STATUS_TIMEOUT = 3;
+  //@ShortText: "Rate Limited"
+  AI_INVOCATION_STATUS_RATE_LIMITED = 4;
+  //@ShortText: "Cancelled"
+  AI_INVOCATION_STATUS_CANCELLED = 5;
+  //@ShortText: "Pending"
+  AI_INVOCATION_STATUS_PENDING = 6;
+  //@ShortText: "Other"
+  AI_INVOCATION_STATUS_OTHER = 99;
+}
+
+// AI Retrieval Type (for RAG and knowledge retrieval)
+enum AiRetrievalType {
+  //@ShortText: "Unspecified"
+  AI_RETRIEVAL_TYPE_UNSPECIFIED = 0;
+  //@ShortText: "Vector Search"
+  AI_RETRIEVAL_TYPE_VECTOR_SEARCH = 1;
+  //@ShortText: "Keyword Search"
+  AI_RETRIEVAL_TYPE_KEYWORD_SEARCH = 2;
+  //@ShortText: "Hybrid Search"
+  AI_RETRIEVAL_TYPE_HYBRID_SEARCH = 3;
+  //@ShortText: "Knowledge Graph"
+  AI_RETRIEVAL_TYPE_KNOWLEDGE_GRAPH = 4;
+  //@ShortText: "Memory Context"
+  AI_RETRIEVAL_TYPE_MEMORY_CONTEXT = 5;
+  //@ShortText: "Document Retrieval"
+  AI_RETRIEVAL_TYPE_DOCUMENT = 6;
+  //@ShortText: "Other"
+  AI_RETRIEVAL_TYPE_OTHER = 99;
+}
+
+// AI Feedback Rating
+enum AiFeedbackRating {
+  //@ShortText: "Unspecified"
+  AI_FEEDBACK_RATING_UNSPECIFIED = 0;
+  //@ShortText: "Positive"
+  AI_FEEDBACK_RATING_POSITIVE = 1;
+  //@ShortText: "Negative"
+  AI_FEEDBACK_RATING_NEGATIVE = 2;
+  //@ShortText: "Neutral"
+  AI_FEEDBACK_RATING_NEUTRAL = 3;
+  //@ShortText: "Correction"
+  AI_FEEDBACK_RATING_CORRECTION = 4;
+  //@ShortText: "Other"
+  AI_FEEDBACK_RATING_OTHER = 99;
+}
+
+// AI Tool Call Disposition (for authorization decisions)
+enum AiToolCallDisposition {
+  //@ShortText: "Unspecified"
+  AI_TOOL_CALL_DISPOSITION_UNSPECIFIED = 0;
+  //@ShortText: "Allowed"
+  AI_TOOL_CALL_DISPOSITION_ALLOWED = 1;
+  //@ShortText: "Denied"
+  AI_TOOL_CALL_DISPOSITION_DENIED = 2;
+  //@ShortText: "Modified"
+  AI_TOOL_CALL_DISPOSITION_MODIFIED = 3;
+  //@ShortText: "Pending Approval"
+  AI_TOOL_CALL_DISPOSITION_PENDING_APPROVAL = 4;
+  //@ShortText: "Other"
+  AI_TOOL_CALL_DISPOSITION_OTHER = 99;
+}
+
+// AI Model identification
+// Aligned with OCSF ai_model object
+// https://schema.ocsf.io/1.10.0-dev/objects/ai_model
+message AiModel {
+  // AI service provider or organization name (e.g., "SAP", "OpenAI", "Anthropic", "Google")
+  string ai_provider = 1 [(buf.validate.field).required = true];
+  // Human-readable model name (e.g., "joule-v1", "gpt-4o", "claude-3-sonnet")
+  string name = 2;
+  // Model's unique identifier
+  string uid = 3;
+  // Model version identifier (e.g., "2024-05-13", "v2.1.0")
+  string version = 4;
+}
+
+// AI Agent identification
+// Aligned with OCSF ai_agent object
+// https://schema.ocsf.io/1.10.0-dev/objects/ai_agent
+message AiAgent {
+  // Stable logical identifier for the agent (e.g., ORD ID)
+  string uid = 1 [(buf.validate.field).required = true];
+  // Human-readable agent designation
+  string name = 2;
+  // Identifier for a specific running instance or session
+  string instance_uid = 3;
+  // Agent framework type (string representation)
+  string type = 4;
+  // Normalized framework identifier
+  AiAgentType type_id = 5;
+  // Agent's code or configuration revision number
+  string version = 6;
+  // The AI model backing this agent
+  AiModel ai_model = 7;
+}
+
+// Message/Conversation context for AI interactions
+// Aligned with OCSF message_context object
+// https://schema.ocsf.io/1.10.0-dev/objects/message_context
+message AiMessageContext {
+  // Unique identifier for message correlation (conversation ID)
+  string uid = 1;
+  // Conversation name, session name, or thread identifier
+  string name = 2;
+  // The AI's functional role in this interaction
+  AiRole ai_role_id = 3;
+  // Verbatim input instruction to the model (may contain sensitive data)
+  string prompt_text = 4;
+  // Model-generated response content (may contain sensitive data)
+  string response_text = 5;
+  // Input token count (must be non-negative)
+  int32 prompt_tokens = 6 [(buf.validate.field).int32.gte = 0];
+  // Response/completion token count (must be non-negative)
+  int32 completion_tokens = 7 [(buf.validate.field).int32.gte = 0];
+  // Combined token usage (prompt + completion, must be non-negative)
+  int32 total_tokens = 8 [(buf.validate.field).int32.gte = 0];
+}
+
+// AI Delegation context for authorization tracking
+// Aligned with OCSF delegation object
+// Links events to authorization contexts under delegated authority
+message AiDelegation {
+  // The delegating entity (user or agent that granted authority)
+  string delegator_id = 1;
+  // The entity receiving delegated authority
+  string delegate_id = 2;
+  // Scope or permissions of the delegation
+  repeated string scopes = 3;
+  // Expiration time of the delegation
+  google.protobuf.Timestamp expires_at = 4;
+  // Delegation chain (for multi-hop delegations)
+  repeated string delegation_chain = 5;
+}
+
 // --- Session Events ---
 
 /* AiSessionStart
@@ -1527,11 +1523,11 @@ message CMKDetach {
  *   @EventCode: "AE-0087"
  *   @EventCategoryCode: "EVENT_CATEGORY_CODE_SEC_UNSPECIFIED"
  *   @EventMessageText: "AI session ${session_id} started for agent ${ai_agent.name}"
- *   @EventDocumentation: "An AI session has been initiated. This event marks the beginning of an interaction session with an AI system, capturing authentication context and the AI agent/model involved."
+ *   @EventDocumentation: "An AI session has been initiated. This event marks the beginning of an interaction session with an AI system, capturing authentication context and the AI agent/model involved. A session represents a conversation (e.g., Joule open to close) and may contain multiple turns/roundtrips."
  */
 message AiSessionStart {
   Common common = 1 [(buf.validate.field).required = true];
-  // Unique identifier for this session
+  // Unique identifier for this session/conversation
   string session_id = 2 [(buf.validate.field).required = true];
   // The AI agent handling this session
   AiAgent ai_agent = 3;
@@ -1546,18 +1542,18 @@ message AiSessionStart {
  *   @EventCode: "AE-0088"
  *   @EventCategoryCode: "EVENT_CATEGORY_CODE_SEC_UNSPECIFIED"
  *   @EventMessageText: "AI session ${session_id} ended (Reason: ${end_reason})"
- *   @EventDocumentation: "An AI session has been terminated. This event marks the end of an interaction session, capturing the reason for termination and final session metrics."
+ *   @EventDocumentation: "An AI session has been terminated. This event marks the end of an interaction session (conversation), capturing the reason for termination and final session metrics."
  */
 message AiSessionEnd {
   Common common = 1 [(buf.validate.field).required = true];
-  // Unique identifier for this session
+  // Unique identifier for this session/conversation
   string session_id = 2 [(buf.validate.field).required = true];
   // Reason for session termination
   AiSessionEndReason end_reason = 3;
-  // Total tokens consumed in this session
-  int32 total_tokens = 4;
-  // Session duration in milliseconds
-  int64 duration_ms = 5;
+  // Total tokens consumed in this session (must be non-negative)
+  int32 total_tokens = 4 [(buf.validate.field).int32.gte = 0];
+  // Total number of turns in this session (must be non-negative)
+  int32 turn_count = 5 [(buf.validate.field).int32.gte = 0];
 }
 
 // --- Prompt Events ---
@@ -1571,8 +1567,8 @@ message AiSessionEnd {
  */
 message AiPromptReceived {
   Common common = 1 [(buf.validate.field).required = true];
-  // Session identifier
-  string session_id = 2;
+  // Session identifier for correlating events within the same conversation
+  string session_id = 2 [(buf.validate.field).required = true];
   // Message context with prompt details
   AiMessageContext message_context = 3;
   // The AI agent receiving the prompt
@@ -1609,7 +1605,7 @@ message AiGuardrailTriggered {
  *   @EventCode: "AE-0091"
  *   @EventCategoryCode: "EVENT_CATEGORY_CODE_SEC_UNSPECIFIED"
  *   @EventMessageText: "AI model ${ai_model.name} invoked by ${ai_agent.name}"
- *   @EventDocumentation: "An AI model has been invoked. This event captures LLM calls including the model identity, token usage, and latency metrics."
+ *   @EventDocumentation: "An AI model has been invoked. This event captures LLM calls including the model identity and token usage."
  */
 message AiModelInvocation {
   Common common = 1 [(buf.validate.field).required = true];
@@ -1621,12 +1617,10 @@ message AiModelInvocation {
   AiAgent ai_agent = 4;
   // Message context with token counts
   AiMessageContext message_context = 5;
-  // Invocation latency in milliseconds
-  int64 latency_ms = 6;
   // Model invocation status
-  AiInvocationStatus status = 7;
+  AiInvocationStatus status = 6;
   // Error message if status is failed
-  string error_message = 8;
+  string error_message = 7;
 }
 
 /* AiSkillSelected
@@ -1644,8 +1638,11 @@ message AiSkillSelected {
   string skill_name = 3 [(buf.validate.field).required = true];
   // Unique identifier of the skill
   string skill_id = 4;
-  // Confidence score for skill selection (0.0 to 1.0)
-  float confidence_score = 5;
+  // Confidence score for skill selection (0.0 to 1.0, where 1.0 is highest confidence)
+  float confidence_score = 5 [(buf.validate.field).float = {
+    gte: 0.0
+    lte: 1.0
+  }];
   // The AI agent making the selection
   AiAgent ai_agent = 6;
   // Alternative skills that were considered
@@ -1694,10 +1691,8 @@ message AiMcpToolCall {
   AiAgent ai_agent = 5;
   // Tool call status
   AiInvocationStatus status = 6;
-  // Latency in milliseconds
-  int64 latency_ms = 7;
   // Error message if failed
-  string error_message = 8;
+  string error_message = 7;
 }
 
 /* AiDirectApiAccess
@@ -1719,10 +1714,11 @@ message AiDirectApiAccess {
   string http_method = 5;
   // API call status
   AiInvocationStatus status = 6;
-  // HTTP response status code
-  int32 response_status_code = 7;
-  // Latency in milliseconds
-  int64 latency_ms = 8;
+  // HTTP response status code (valid range: 100-599)
+  int32 response_status_code = 7 [(buf.validate.field).int32 = {
+    gte: 100
+    lte: 599
+  }];
 }
 
 /* AiDataRetrieval
@@ -1742,12 +1738,10 @@ message AiDataRetrieval {
   string data_source_type = 4;
   // Type of retrieval operation
   AiRetrievalType retrieval_type = 5;
-  // Number of results retrieved
-  int32 results_count = 6;
+  // Number of results retrieved (must be non-negative)
+  int32 results_count = 6 [(buf.validate.field).int32.gte = 0];
   // The AI agent performing the retrieval
   AiAgent ai_agent = 7;
-  // Query latency in milliseconds
-  int64 latency_ms = 8;
 }
 
 // --- Response Events ---
@@ -1761,16 +1755,14 @@ message AiDataRetrieval {
  */
 message AiResponseGenerated {
   Common common = 1 [(buf.validate.field).required = true];
-  // Session identifier
-  string session_id = 2;
+  // Session identifier for correlating events within the same conversation
+  string session_id = 2 [(buf.validate.field).required = true];
   // Message context with response details and token counts
   AiMessageContext message_context = 3;
   // The AI agent that generated the response
   AiAgent ai_agent = 4;
   // The AI model that generated the response
   AiModel ai_model = 5;
-  // Total processing latency in milliseconds
-  int64 latency_ms = 6;
 }
 
 /* AiUserFeedback
@@ -1786,8 +1778,8 @@ message AiUserFeedback {
   string session_id = 2;
   // Feedback rating (positive, negative, neutral)
   AiFeedbackRating feedback_rating = 3;
-  // Numeric score if applicable (e.g., 1-5 stars)
-  int32 feedback_score = 4;
+  // Numeric score if applicable (e.g., 1-5 stars, must be positive)
+  int32 feedback_score = 4 [(buf.validate.field).int32.gte = 0];
   // Feedback category (accuracy, helpfulness, safety, etc.)
   string feedback_category = 5;
   // Free-text feedback comment
@@ -1893,8 +1885,11 @@ message AiPushNotificationSent {
   string a2a_context_id = 4;
   // The AI agent sending the notification
   AiAgent ai_agent = 5;
-  // HTTP response status code from the endpoint
-  int32 response_status = 6;
+  // HTTP response status code from the endpoint (valid range: 100-599)
+  int32 response_status = 6 [(buf.validate.field).int32 = {
+    gte: 100
+    lte: 599
+  }];
 }
 
 // --- Human-in-the-Loop Events ---
@@ -1908,10 +1903,15 @@ message AiPushNotificationSent {
  */
 message UserImpersonationRequested {
   Common common = 1 [(buf.validate.field).required = true];
+  // The user ID of the entity requesting impersonation
   string user_initiator_id = 2 [(buf.validate.field).required = true];
+  // Type of the initiating user
   UserType user_initiator_type = 3;
+  // The user ID of the user to be impersonated
   string user_impersonated_id = 4 [(buf.validate.field).required = true];
+  // Type of the impersonated user
   UserType user_impersonated_type = 5;
+  // Reason or justification for the impersonation request (e.g., "Support ticket #12345", "Delegated approval workflow")
   string context = 6 [(buf.validate.field).string.min_len = 1];
   // The AI agent requesting impersonation
   AiAgent ai_agent = 7;
@@ -1926,10 +1926,15 @@ message UserImpersonationRequested {
  */
 message UserImpersonationDeclined {
   Common common = 1 [(buf.validate.field).required = true];
+  // The user ID of the entity whose impersonation request was declined
   string user_initiator_id = 2 [(buf.validate.field).required = true];
+  // Type of the initiating user
   UserType user_initiator_type = 3;
+  // The user ID of the user who was to be impersonated
   string user_impersonated_id = 4 [(buf.validate.field).required = true];
+  // Type of the impersonated user
   UserType user_impersonated_type = 5;
+  // Reason or justification that was provided for the impersonation request
   string context = 6 [(buf.validate.field).string.min_len = 1];
   // The AI agent whose request was declined
   AiAgent ai_agent = 7;
@@ -1956,6 +1961,119 @@ message AiUserInputRequested {
   AiMessageContext message_context = 6;
 }
 
+// --- Turn Events ---
+// A turn represents a single question/response roundtrip within a session.
+// Each turn gets its own trace_id for distributed tracing correlation.
+
+/* AiTurnStart
+ *   @EventShortText: "AI turn started"
+ *   @EventCode: "AE-0107"
+ *   @EventCategoryCode: "EVENT_CATEGORY_CODE_SEC_UNSPECIFIED"
+ *   @EventMessageText: "AI turn ${turn_id} started in session ${session_id}"
+ *   @EventDocumentation: "A new turn (question/response roundtrip) has started within an AI session. Each turn represents a single user question and the resulting AI response. The turn's trace_id (in common.trace_context) correlates all operations within this roundtrip."
+ */
+message AiTurnStart {
+  Common common = 1 [(buf.validate.field).required = true];
+  // Session identifier (links to AiSessionStart)
+  string session_id = 2 [(buf.validate.field).required = true];
+  // Unique identifier for this turn within the session
+  string turn_id = 3 [(buf.validate.field).required = true];
+  // Sequential turn number within the session (1, 2, 3, ..., must be positive)
+  int32 turn_number = 4 [(buf.validate.field).int32.gte = 1];
+  // The AI agent handling this turn
+  AiAgent ai_agent = 5;
+  // Message context with the user's input
+  AiMessageContext message_context = 6;
+}
+
+/* AiTurnEnd
+ *   @EventShortText: "AI turn ended"
+ *   @EventCode: "AE-0108"
+ *   @EventCategoryCode: "EVENT_CATEGORY_CODE_SEC_UNSPECIFIED"
+ *   @EventMessageText: "AI turn ${turn_id} ended in session ${session_id}"
+ *   @EventDocumentation: "A turn (question/response roundtrip) has completed within an AI session. This event captures the turn outcome and token usage."
+ */
+message AiTurnEnd {
+  Common common = 1 [(buf.validate.field).required = true];
+  // Session identifier (links to AiSessionStart)
+  string session_id = 2 [(buf.validate.field).required = true];
+  // Unique identifier for this turn (must match AiTurnStart)
+  string turn_id = 3 [(buf.validate.field).required = true];
+  // Sequential turn number within the session (must be positive)
+  int32 turn_number = 4 [(buf.validate.field).int32.gte = 1];
+  // Invocation status of the turn
+  AiInvocationStatus status = 5;
+  // Tokens used for the prompt in this turn (must be non-negative)
+  int32 prompt_tokens = 6 [(buf.validate.field).int32.gte = 0];
+  // Tokens used for the completion in this turn (must be non-negative)
+  int32 completion_tokens = 7 [(buf.validate.field).int32.gte = 0];
+  // Total tokens consumed in this turn (must be non-negative)
+  int32 total_tokens = 8 [(buf.validate.field).int32.gte = 0];
+  // Message context with the AI's response
+  AiMessageContext message_context = 9;
+  // Error message if status indicates failure
+  string error_message = 10;
+}
+
+// --- Memory Events ---
+
+// Memory activity type (aligned with OCSF Datastore Activity activity_id)
+enum AiMemoryActivityType {
+  //@ShortText: "Unspecified"
+  AI_MEMORY_ACTIVITY_TYPE_UNSPECIFIED = 0;
+  //@ShortText: "Read"
+  AI_MEMORY_ACTIVITY_TYPE_READ = 1;
+  //@ShortText: "Update"
+  AI_MEMORY_ACTIVITY_TYPE_UPDATE = 2;
+  //@ShortText: "Query"
+  AI_MEMORY_ACTIVITY_TYPE_QUERY = 4;
+  //@ShortText: "Write"
+  AI_MEMORY_ACTIVITY_TYPE_WRITE = 5;
+  //@ShortText: "Delete"
+  AI_MEMORY_ACTIVITY_TYPE_DELETE = 7;
+}
+
+// Scope of the agent memory
+enum AiMemoryScope {
+  //@ShortText: "Unspecified"
+  AI_MEMORY_SCOPE_UNSPECIFIED = 0;
+  //@ShortText: "Session"
+  AI_MEMORY_SCOPE_SESSION = 1;
+  //@ShortText: "User"
+  AI_MEMORY_SCOPE_USER = 2;
+  //@ShortText: "Agent"
+  AI_MEMORY_SCOPE_AGENT = 3;
+  //@ShortText: "Global"
+  AI_MEMORY_SCOPE_GLOBAL = 4;
+}
+
+/* AiMemoryAccess
+ *   @EventShortText: "AI agent memory accessed"
+ *   @EventCode: "AE-0109"
+ *   @EventCategoryCode: "EVENT_CATEGORY_CODE_RAL"
+ *   @EventMessageText: "AI memory ${activity_type} on ${memory_store_id} (Scope: ${memory_scope})"
+ *   @EventDocumentation: "An AI agent has accessed persistent memory storage (Central Agent Memory). This event tracks read, write, update, query, and delete operations on agent memory. Aligned with OCSF Datastore Activity (6005)."
+ */
+message AiMemoryAccess {
+  Common common = 1 [(buf.validate.field).required = true];
+  // Session identifier
+  string session_id = 2;
+  // Type of memory operation
+  AiMemoryActivityType activity_type = 3 [(buf.validate.field).required = true];
+  // Scope of the memory being accessed
+  AiMemoryScope memory_scope = 4;
+  // Identifier of the memory store
+  string memory_store_id = 5 [(buf.validate.field).required = true];
+  // The AI agent accessing the memory
+  AiAgent ai_agent = 6;
+  // Memory key or query (may be redacted for privacy)
+  string memory_key = 7;
+  // Number of records affected (must be non-negative)
+  int32 records_count = 8 [(buf.validate.field).int32.gte = 0];
+  // Operation status
+  AiInvocationStatus status = 9;
+}
+
 enum CredentialType {
   //@ShortText: "Unspecified"
   CREDENTIAL_TYPE_UNSPECIFIED = 0;
diff --git a/uv.lock b/uv.lock
index 19e2ef24..dc99fe5d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4349,7 +4349,7 @@ wheels = [
 
 [[package]]
 name = "sap-cloud-sdk"
-version = "0.56.0"
+version = "0.57.0"
 source = { editable = "." }
 dependencies = [
     { name = "cryptography" },