diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3f05479234..8ee417f07f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -46,6 +46,8 @@ Main (unreleased)
 
 - Add Prometheus bearer authentication to a `prometheus.write.queue` component (@freak12techno)
 
+- Support logs that have a `timestamp` field instead of a `time` field for the `loki.source.azure_event_hubs` component. (@andriikushch)
+
 - Add `proxy_url` to `otelcol.exporter.otlphttp`. (@wildum)
 
 ### Bugfixes
diff --git a/internal/component/loki/source/azure_event_hubs/internal/parser/parser.go b/internal/component/loki/source/azure_event_hubs/internal/parser/parser.go
index 508745a9e7..8b3ec7f606 100644
--- a/internal/component/loki/source/azure_event_hubs/internal/parser/parser.go
+++ b/internal/component/loki/source/azure_event_hubs/internal/parser/parser.go
@@ -1,6 +1,6 @@
 package parser
 
-// This code is copied from Promtail (https://github.com/grafana/loki/commit/065bee7e72b00d800431f4b70f0d673d6e0e7a2b). The parser package is used to
+// This code is copied from Promtail (https://github.com/grafana/loki/commit/2e62abbf47c47041027baf240722b3d76e7bd9a3). The parser package is used to
 // enable parsing entries from Azure Event Hubs  entries and forward them
 // to other loki components.
 
@@ -36,7 +36,9 @@ func (l azureMonitorResourceLogs) validate() error {
 // azureMonitorResourceLog used to unmarshal common schema for Azure resource logs
 // https://learn.microsoft.com/en-us/azure/azure-monitor/essentials/resource-logs-schema
 type azureMonitorResourceLog struct {
-	Time          string `json:"time"`
+	Time string `json:"time"`
+	// Some logs have `time` field, some have `timeStamp` field : https://github.com/grafana/loki/issues/14176
+	TimeStamp     string `json:"timeStamp"`
 	Category      string `json:"category"`
 	ResourceID    string `json:"resourceId"`
 	OperationName string `json:"operationName"`
@@ -44,7 +46,7 @@ type azureMonitorResourceLog struct {
 
 // validate check if fields marked as required by schema for Azure resource log are not empty
 func (l azureMonitorResourceLog) validate() error {
-	valid := len(l.Time) != 0 &&
+	valid := l.isTimeOrTimeStampFieldSet() &&
 		len(l.Category) != 0 &&
 		len(l.ResourceID) != 0 &&
 		len(l.OperationName) != 0
@@ -56,6 +58,34 @@ func (l azureMonitorResourceLog) validate() error {
 	return nil
 }
 
+func (l azureMonitorResourceLog) isTimeOrTimeStampFieldSet() bool {
+	return len(l.Time) != 0 || len(l.TimeStamp) != 0
+}
+
+// getTime returns time from `time` or `timeStamp` field. If both fields are set, `time` is used. If both fields are empty, error is returned.
+func (l azureMonitorResourceLog) getTime() (time.Time, error) {
+	if len(l.Time) == 0 && len(l.TimeStamp) == 0 {
+		var t time.Time
+		return t, errors.New("time and timeStamp fields are empty")
+	}
+
+	if len(l.Time) != 0 {
+		t, err := time.Parse(time.RFC3339, l.Time)
+		if err != nil {
+			return t, err
+		}
+
+		return t.UTC(), nil
+	}
+
+	t, err := time.Parse(time.RFC3339, l.TimeStamp)
+	if err != nil {
+		return t, err
+	}
+
+	return t.UTC(), nil
+}
+
 type AzureEventHubsTargetMessageParser struct {
 	DisallowCustomMessages bool
 }
@@ -156,11 +186,11 @@ func (e *AzureEventHubsTargetMessageParser) parseRecord(record []byte, labelSet
 }
 
 func (e *AzureEventHubsTargetMessageParser) getTime(messageTime time.Time, useIncomingTimestamp bool, logRecord *azureMonitorResourceLog) time.Time {
-	if !useIncomingTimestamp || logRecord.Time == "" {
+	if !useIncomingTimestamp || !logRecord.isTimeOrTimeStampFieldSet() {
 		return messageTime
 	}
 
-	recordTime, err := time.Parse(time.RFC3339, logRecord.Time)
+	recordTime, err := logRecord.getTime()
 	if err != nil {
 		return messageTime
 	}
diff --git a/internal/component/loki/source/azure_event_hubs/internal/parser/parser_test.go b/internal/component/loki/source/azure_event_hubs/internal/parser/parser_test.go
index 3ade117008..be064ca3f5 100644
--- a/internal/component/loki/source/azure_event_hubs/internal/parser/parser_test.go
+++ b/internal/component/loki/source/azure_event_hubs/internal/parser/parser_test.go
@@ -249,6 +249,40 @@ func Test_parseMessage_custom_message_and_logic_app_logs_disallowCustomMessages(
 	assert.Error(t, err)
 }
 
+func Test_parseMessage_message_without_time_with_time_stamp(t *testing.T) {
+	messageParser := &AzureEventHubsTargetMessageParser{
+		DisallowCustomMessages: true,
+	}
+
+	message := &sarama.ConsumerMessage{
+		Value:     readFile(t, "testdata/message_without_time_with_time_stamp.json"),
+		Timestamp: time.Date(2023, time.March, 17, 8, 44, 02, 0, time.UTC),
+	}
+
+	entries, err := messageParser.Parse(message, nil, nil, true)
+	assert.NoError(t, err)
+	assert.Len(t, entries, 1)
+
+	expectedLine1 := "{\n      \"timeStamp\": \"2024-09-18T00:45:09+00:00\",\n      \"resourceId\": \"/RESOURCE_ID\",\n      \"operationName\": \"ApplicationGatewayAccess\",\n      \"category\": \"ApplicationGatewayAccessLog\"\n    }"
+	assert.Equal(t, expectedLine1, entries[0].Line)
+
+	assert.Equal(t, time.Date(2024, time.September, 18, 00, 45, 9, 0, time.UTC), entries[0].Timestamp)
+}
+
+func Test_parseMessage_message_without_time_and_time_stamp(t *testing.T) {
+	messageParser := &AzureEventHubsTargetMessageParser{
+		DisallowCustomMessages: true,
+	}
+
+	message := &sarama.ConsumerMessage{
+		Value:     readFile(t, "testdata/message_without_time_and_time_stamp.json"),
+		Timestamp: time.Date(2023, time.March, 17, 8, 44, 02, 0, time.UTC),
+	}
+
+	_, err := messageParser.Parse(message, nil, nil, true)
+	assert.EqualError(t, err, "required field or fields is empty")
+}
+
 func readFile(t *testing.T, filename string) []byte {
 	data, err := os.ReadFile(filename)
 	assert.NoError(t, err)
diff --git a/internal/component/loki/source/azure_event_hubs/internal/parser/testdata/message_without_time_and_time_stamp.json b/internal/component/loki/source/azure_event_hubs/internal/parser/testdata/message_without_time_and_time_stamp.json
new file mode 100644
index 0000000000..f9fc41ad02
--- /dev/null
+++ b/internal/component/loki/source/azure_event_hubs/internal/parser/testdata/message_without_time_and_time_stamp.json
@@ -0,0 +1,9 @@
+{
+  "records": [
+    {
+      "resourceId": "/RESOURCE_ID",
+      "operationName": "ApplicationGatewayAccess",
+      "category": "ApplicationGatewayAccessLog"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/internal/component/loki/source/azure_event_hubs/internal/parser/testdata/message_without_time_with_time_stamp.json b/internal/component/loki/source/azure_event_hubs/internal/parser/testdata/message_without_time_with_time_stamp.json
new file mode 100644
index 0000000000..8579fc4897
--- /dev/null
+++ b/internal/component/loki/source/azure_event_hubs/internal/parser/testdata/message_without_time_with_time_stamp.json
@@ -0,0 +1,10 @@
+{
+  "records": [
+    {
+      "timeStamp": "2024-09-18T00:45:09+00:00",
+      "resourceId": "/RESOURCE_ID",
+      "operationName": "ApplicationGatewayAccess",
+      "category": "ApplicationGatewayAccessLog"
+    }
+  ]
+}
\ No newline at end of file