diff --git a/crates/nvisy-nats/src/stream/event.rs b/crates/nvisy-nats/src/stream/event.rs
index 164e3d72..6aeb884e 100644
--- a/crates/nvisy-nats/src/stream/event.rs
+++ b/crates/nvisy-nats/src/stream/event.rs
@@ -1,7 +1,7 @@
 //! Event types for stream processing.
 //!
 //! This module contains common event types and the file job type
-//! used in processing pipelines.
+//! used in redaction pipelines.
 
 use jiff::Timestamp;
 #[cfg(feature = "schema")]
@@ -12,7 +12,7 @@ use uuid::Uuid;
 
 /// File processing job.
 ///
-/// Represents a unit of work in a file processing pipeline.
+/// Represents a unit of work in a file redaction pipeline.
 /// Each job targets a specific file and carries a generic payload
 /// that defines the processing parameters.
 ///
diff --git a/migrations/2026-01-19-045012_pipelines/up.sql b/migrations/2026-01-19-045012_pipelines/up.sql
index f2439859..84729bf6 100644
--- a/migrations/2026-01-19-045012_pipelines/up.sql
+++ b/migrations/2026-01-19-045012_pipelines/up.sql
@@ -1,5 +1,5 @@
 -- Pipeline: Workflow definitions, connections, and execution tracking
--- This migration creates tables for user-defined processing pipelines
+-- This migration creates tables for redaction pipeline definitions
 
 -- Sync status enum for connections
 CREATE TYPE SYNC_STATUS AS ENUM (
@@ -269,7 +269,7 @@ CREATE INDEX workspace_pipelines_name_trgm_idx
 
 -- Comments
 COMMENT ON TABLE workspace_pipelines IS
-    'User-defined processing pipeline definitions with step configurations.';
+    'Redaction pipeline definitions with step configurations.';
 
 COMMENT ON COLUMN workspace_pipelines.id IS 'Unique pipeline identifier';
 COMMENT ON COLUMN workspace_pipelines.workspace_id IS 'Parent workspace reference';