diff --git a/cmd/datok.go b/cmd/datok.go
new file mode 100644
index 0000000..1d3bbbc
--- /dev/null
+++ b/cmd/datok.go
@@ -0,0 +1,44 @@
+package main
+
+import (
+	"os"
+
+	datok "github.com/KorAP/datokenizer"
+	"github.com/alecthomas/kong"
+)
+
+var cli struct {
+	Tokenizer string `kong:"required,short='t',help='The Double Array Tokenizer file'"`
+}
+
+// Main method for command line handling
+func main() {
+
+	// Parse command line parameters
+	parser := kong.Must(
+		&cli,
+		kong.Name("datok"),
+		kong.Description("Double Array based tokenizer"),
+		kong.UsageOnError(),
+	)
+
+	_, err := parser.Parse(os.Args[1:])
+
+	parser.FatalIfErrorf(err)
+
+	// Load the Datok file
+	dat := datok.LoadDatokFile(cli.Tokenizer)
+
+	// Unable to load the datok file
+	if dat == nil {
+		os.Exit(1)
+	}
+
+	// Program is running in a pipe
+	fileInfo, _ := os.Stdin.Stat()
+	if fileInfo.Mode()&os.ModeCharDevice == 0 {
+
+		// Transduce from STDIN and write to STDOUT
+		dat.Transduce(os.Stdin, os.Stdout)
+	}
+}