diff --git a/cmd/go_migrate/process.go b/cmd/go_migrate/process.go
index 0a7b800..f22f186 100644
--- a/cmd/go_migrate/process.go
+++ b/cmd/go_migrate/process.go
@@ -10,6 +10,7 @@ import (
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/extractor"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/transformer"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
 	"github.com/jackc/pgx/v5/pgxpool"
 
@@ -60,6 +61,9 @@ func processMigrationJob(
 	var wgTransformers sync.WaitGroup
 	var wgLoaders sync.WaitGroup
 
+	mssqlExtractor := extractor.NewMssqlExtractor(sourceDb)
+	mssqlToPostgresTransformer := transformer.NewMssqlTransformer()
+
 	go func() {
 		if err := custom_errors.JobErrorHandler(jobCtx, chJobErrors); err != nil {
 			cancel()
@@ -73,11 +77,9 @@ func processMigrationJob(
 	maxExtractors := min(job.MaxExtractors, len(batches))
 	log.Infof("Starting %d extractor(s)...", maxExtractors)
 
-	exMssql := extractor.NewMssqlExtractor(sourceDb)
-
 	for range maxExtractors {
 		wgExtractors.Go(func() {
-			exMssql.Exec(
+			mssqlExtractor.Exec(
 				jobCtx,
 				job.SourceTable,
 				sourceColTypes,
@@ -103,7 +105,14 @@ func processMigrationJob(
 
 	for range maxExtractors {
 		wgTransformers.Go(func() {
-			transformRowsMssql(jobCtx, sourceColTypes, chChunksRaw, chChunksTransformed, chJobErrors, &wgActiveChunks)
+			mssqlToPostgresTransformer.Exec(
+				jobCtx,
+				sourceColTypes,
+				chChunksRaw,
+				chChunksTransformed,
+				chJobErrors,
+				&wgActiveChunks,
+			)
 		})
 	}
 
diff --git a/internal/app/etl/extractor/main.go b/internal/app/etl/extractor/types.go
similarity index 100%
rename from internal/app/etl/extractor/main.go
rename to internal/app/etl/extractor/types.go
diff --git a/cmd/go_migrate/transformer.go b/internal/app/etl/transformer/mssql.go
similarity index 83%
rename from cmd/go_migrate/transformer.go
rename to internal/app/etl/transformer/mssql.go
index 2ceba6f..ef6dc0a 100644
--- a/cmd/go_migrate/transformer.go
+++ b/internal/app/etl/transformer/mssql.go
@@ -1,4 +1,4 @@
-package main
+package transformer
 
 import (
 	"context"
@@ -8,76 +8,12 @@ import (
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
-	log "github.com/sirupsen/logrus"
 )
 
-type transformerFunc func(any) (any, error)
+type MssqlTransformer struct{}
 
-type columnTransformPlan struct {
-	index int
-	fn    transformerFunc
-}
-
-func transformRowsMssql(
-	ctx context.Context,
-	columns []models.ColumnType,
-	chChunksIn <-chan models.Chunk,
-	chChunksOut chan<- models.Chunk,
-	chJobErrorsOut chan<- custom_errors.JobError,
-	wgActiveChunks *sync.WaitGroup,
-) {
-	transformationPlan := computeTransformationPlan(columns)
-
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-
-		case chunk, ok := <-chChunksIn:
-			if !ok {
-				return
-			}
-
-			if len(transformationPlan) == 0 {
-				select {
-				case chChunksOut <- chunk:
-					wgActiveChunks.Add(1)
-					continue
-				case <-ctx.Done():
-					return
-				}
-			}
-
-			chunkStartTime := time.Now()
-
-			err := processChunk(ctx, &chunk, transformationPlan)
-			if err != nil {
-				if errors.Is(err, ctx.Err()) {
-					return
-				}
-
-				select {
-				case chJobErrorsOut <- custom_errors.JobError{ShouldCancelJob: true, Msg: "Transformation failed", Prev: err}:
-				case <-ctx.Done():
-				}
-				return
-			}
-
-			log.Infof("Transformed chunk %s: %d rows in %v", chunk.Id, len(chunk.Data), time.Since(chunkStartTime))
-
-			select {
-			case chChunksOut <- chunk:
-			case <-ctx.Done():
-				return
-			}
-
-			wgActiveChunks.Add(1)
-		}
-	}
+func NewMssqlTransformer() *MssqlTransformer {
+	return &MssqlTransformer{}
 }
 
 func computeTransformationPlan(columns []models.ColumnType) []columnTransformPlan {
@@ -125,7 +61,11 @@ func computeTransformationPlan(columns []models.ColumnType) []columnTransformPla
 
 const processChunkCtxCheck = 4096
 
-func processChunk(ctx context.Context, chunk *models.Chunk, transformationPlan []columnTransformPlan) error {
+func (mssqlTr *MssqlTransformer) ProcessChunk(
+	ctx context.Context,
+	chunk *models.Chunk,
+	transformationPlan []columnTransformPlan,
+) error {
 	for i, rowValues := range chunk.Data {
 		if i%processChunkCtxCheck == 0 {
 			if err := ctx.Err(); err != nil {
@@ -149,3 +89,61 @@ func processChunk(ctx context.Context, chunk *models.Chunk, transformationPlan [
 
 	return nil
 }
+
+func (mssqlTr *MssqlTransformer) Exec(
+	ctx context.Context,
+	columns []models.ColumnType,
+	chChunksIn <-chan models.Chunk,
+	chChunksOut chan<- models.Chunk,
+	chJobErrorsOut chan<- custom_errors.JobError,
+	wgActiveChunks *sync.WaitGroup,
+) {
+	transformationPlan := computeTransformationPlan(columns)
+
+	for {
+		if ctx.Err() != nil {
+			return
+		}
+
+		select {
+		case <-ctx.Done():
+			return
+
+		case chunk, ok := <-chChunksIn:
+			if !ok {
+				return
+			}
+
+			if len(transformationPlan) == 0 {
+				select {
+				case chChunksOut <- chunk:
+					wgActiveChunks.Add(1)
+					continue
+				case <-ctx.Done():
+					return
+				}
+			}
+
+			err := mssqlTr.ProcessChunk(ctx, &chunk, transformationPlan)
+			if err != nil {
+				if errors.Is(err, ctx.Err()) {
+					return
+				}
+
+				select {
+				case chJobErrorsOut <- custom_errors.JobError{ShouldCancelJob: true, Msg: "Transformation failed", Prev: err}:
+				case <-ctx.Done():
+				}
+				return
+			}
+
+			select {
+			case chChunksOut <- chunk:
+			case <-ctx.Done():
+				return
+			}
+
+			wgActiveChunks.Add(1)
+		}
+	}
+}
diff --git a/internal/app/etl/transformer/types.go b/internal/app/etl/transformer/types.go
new file mode 100644
index 0000000..451ce4c
--- /dev/null
+++ b/internal/app/etl/transformer/types.go
@@ -0,0 +1,33 @@
+package transformer
+
+import (
+	"context"
+	"sync"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
+)
+
+type transformerFunc func(any) (any, error)
+
+type columnTransformPlan struct {
+	index int
+	fn    transformerFunc
+}
+
+type Transformer interface {
+	ProcessChunk(
+		ctx context.Context,
+		chunk *models.Chunk,
+		transformationPlan []columnTransformPlan,
+	) error
+
+	Exec(
+		ctx context.Context,
+		columns []models.ColumnType,
+		chChunksIn <-chan models.Chunk,
+		chChunksOut chan<- models.Chunk,
+		chJobErrorsOut chan<- custom_errors.JobError,
+		wgActiveChunks *sync.WaitGroup,
+	)
+}
diff --git a/cmd/go_migrate/mssql-transform.go b/internal/app/etl/transformer/utils.go
similarity index 98%
rename from cmd/go_migrate/mssql-transform.go
rename to internal/app/etl/transformer/utils.go
index a5ae098..b6a9653 100644
--- a/cmd/go_migrate/mssql-transform.go
+++ b/internal/app/etl/transformer/utils.go
@@ -1,4 +1,4 @@
-package main
+package transformer
 
 import (
 	"encoding/binary"