Ford and Hayes suggest that rather than think of AI as independent technologies, we think of AI as a human/machine partnership, where the AI “amplifies, rather than replaces human intellectual ability”. We used their perspective to build a smart mixed initiative edge detection tool and believe this approach will be particularly useful in building other effective intelligent graphical tools.