You are absolutely correct. He came up with a theory of origins (at least a theory of origins of the already living) that jived with his worldview. And it just so happens that the predictions Darwin made based on that worldview are now being falsified so fast that it is making the evos collective heads spin!
What predictions would those be? Evolutionary biology is largely a historical science, especially in Darwin's time.