What's wrong with ORMs? I tend to use Dapper. I've found that it can solve most of my problems, and it's easy to drop back to raw SQL as needed for the last 5% that need finer control. It's also super easy to extend and customize based on my requirements, and it's almost as fast as raw SQL.