diff --git a/lib/tasks/previews.rake b/lib/tasks/previews.rake
new file mode 100644
index 0000000..eded891
--- /dev/null
+++ b/lib/tasks/previews.rake
@@ -0,0 +1,106 @@
+namespace :previews do
+  desc 'Generate and upload missing preview images'
+  task generate_all: :environment do
+    coordinator_class = PreviewService::Coordinator
+    aws_service = AwsService.new
+
+    # Find all parties without previews
+    parties = Party.where(preview_state: ['pending', 'failed', nil])
+    total = parties.count
+
+    puts "Found #{total} parties needing preview generation"
+
+    parties.find_each.with_index(1) do |party, index|
+      puts "[#{index}/#{total}] Processing party #{party.shortcode}..."
+
+      begin
+        coordinator = coordinator_class.new(party)
+        temp_file = Tempfile.new(['preview', '.png'])
+
+        # Create preview image
+        image = coordinator.create_preview_image
+        image.write(temp_file.path)
+
+        # Upload to S3
+        key = "previews/#{party.shortcode}.png"
+        File.open(temp_file.path, 'rb') do |file|
+          aws_service.s3_client.put_object(
+            bucket: aws_service.bucket,
+            key: key,
+            body: file,
+            content_type: 'image/png',
+            acl: 'private'
+          )
+        end
+
+        # Update party state
+        party.update!(
+          preview_state: :generated,
+          preview_s3_key: key,
+          preview_generated_at: Time.current
+        )
+
+        puts "  ✓ Preview generated and uploaded to S3"
+      rescue => e
+        puts "  ✗ Error: #{e.message}"
+      ensure
+        temp_file&.close
+        temp_file&.unlink
+      end
+    end
+
+    puts "\nPreview generation complete"
+  end
+
+  desc 'Regenerate all preview images'
+  task regenerate_all: :environment do
+    coordinator_class = PreviewService::Coordinator
+    aws_service = AwsService.new
+
+    parties = Party.all
+    total = parties.count
+
+    puts "Found #{total} parties to regenerate"
+
+    parties.find_each.with_index(1) do |party, index|
+      puts "[#{index}/#{total}] Processing party #{party.shortcode}..."
+
+      begin
+        coordinator = coordinator_class.new(party)
+        temp_file = Tempfile.new(['preview', '.png'])
+
+        # Create preview image
+        image = coordinator.create_preview_image
+        image.write(temp_file.path)
+
+        # Upload to S3
+        key = "previews/#{party.shortcode}.png"
+        File.open(temp_file.path, 'rb') do |file|
+          aws_service.s3_client.put_object(
+            bucket: aws_service.bucket,
+            key: key,
+            body: file,
+            content_type: 'image/png',
+            acl: 'private'
+          )
+        end
+
+        # Update party state
+        party.update!(
+          preview_state: :generated,
+          preview_s3_key: key,
+          preview_generated_at: Time.current
+        )
+
+        puts "  ✓ Preview regenerated and uploaded to S3"
+      rescue => e
+        puts "  ✗ Error: #{e.message}"
+      ensure
+        temp_file&.close
+        temp_file&.unlink
+      end
+    end
+
+    puts "\nPreview regeneration complete"
+  end
+end