This method will open the dialer :
_launchCaller() async {
const url = "tel:1234567";
if (await canLaunch(url)) {
await launch(url);
} else {
throw 'Could not launch $url';
}
}
EDIT:
In case anybody facing errors:
Add url_launcher: in the pubspec.yaml & run flutter get
Also import 'package:url_launcher/url_launcher.dart';