diff --git a/connector/loganomalyconnector/anomaly.go b/connector/loganomalyconnector/anomaly.go
index 847fa58b0..974e7fd64 100644
--- a/connector/loganomalyconnector/anomaly.go
+++ b/connector/loganomalyconnector/anomaly.go
@@ -12,6 +12,10 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+// Package loganomalyconnector provides an OpenTelemetry collector connector that detects
+// anomalies in log throughput using statistical analysis. It monitors the rate of incoming
+// logs and generates alerts when significant deviations from the baseline are detected,
+// using both Z-score and Median Absolute Deviation (MAD) methods for anomaly detection.
 package loganomalyconnector
 
 import (
@@ -26,11 +30,15 @@ import (
 	"go.uber.org/zap"
 )
 
+// Sample represents a single measurement of log throughput at a specific point in time.
+// It pairs a timestamp with the corresponding rate of logs per minute for that sample period.
 type Sample struct {
 	timestamp time.Time
 	rate      float64
 }
 
+// Statistics holds statistical measures calculated from a set of log rate samples.
+// These statistics are used to establish a baseline and detect anomalies in log throughput.
 type Statistics struct {
 	mean    float64
 	stdDev  float64
@@ -39,6 +47,8 @@ type Statistics struct {
 	samples []float64
 }
 
+// AnomalyStat contains information about a detected log throughput anomaly,
+// including the type of anomaly, baseline statistics, and deviation metrics.
 type AnomalyStat struct {
 	anomalyType    string
 	baselineStats  Statistics
diff --git a/connector/loganomalyconnector/config.go b/connector/loganomalyconnector/config.go
index 40eebef16..607932b2f 100644
--- a/connector/loganomalyconnector/config.go
+++ b/connector/loganomalyconnector/config.go
@@ -23,6 +23,7 @@ import (
 
 var _ component.Config = (*Config)(nil)
 
+// Config defines the configuration parameters for the log anomaly detector connector.
 type Config struct {
 	// How often to take measurements
 	SampleInterval time.Duration `mapstructure:"sample_interval"`
diff --git a/connector/loganomalyconnector/connector.go b/connector/loganomalyconnector/connector.go
index 2be8b5dc5..3a9cbdb41 100644
--- a/connector/loganomalyconnector/connector.go
+++ b/connector/loganomalyconnector/connector.go
@@ -1,3 +1,17 @@
+// Copyright observIQ, Inc.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
 package loganomalyconnector
 
 import (
@@ -48,7 +62,9 @@ func newDetector(config *Config, logger *zap.Logger, nextConsumer consumer.Logs)
 	}
 }
 
-func (d *Detector) Start(_ context.Context, host component.Host) error {
+// Start begins the anomaly detection process, sampling at intervals specified in the config.
+// It launches a background goroutine that periodically checks for and updates anomalies.
+func (d *Detector) Start(_ context.Context, _ component.Host) error {
 	ticker := time.NewTicker(d.config.SampleInterval)
 
 	go func() {
@@ -65,11 +81,15 @@ func (d *Detector) Start(_ context.Context, host component.Host) error {
 	return nil
 }
 
+// Shutdown stops the detector's operations by canceling its context.
+// It cleans up any resources and stops the background sampling process.
 func (d *Detector) Shutdown(_ context.Context) error {
 	d.cancel()
 	return nil
 }
 
+// Capabilities returns the consumer capabilities of the detector.
+// It indicates that this detector does not mutate the data it processes.
 func (d *Detector) Capabilities() consumer.Capabilities {
 	return consumer.Capabilities{MutatesData: false}
 }
diff --git a/connector/loganomalyconnector/factory.go b/connector/loganomalyconnector/factory.go
index 01e708ea6..6ec68d7b6 100644
--- a/connector/loganomalyconnector/factory.go
+++ b/connector/loganomalyconnector/factory.go
@@ -1,3 +1,17 @@
+// Copyright observIQ, Inc.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
 package loganomalyconnector
 
 import (