The following keynote address by Bruce Tannenbaum, manager of technical marketing for vision, AI, robotics, and autonomous applications at MathWorks, was given at Venture Café Cambridge’s annual Robotics and AI Connect night. In this talk, Bruce Tannenbaum presents key factors for successful projects and illustrates the importance of these factors using case studies from diverse vision applications including automated driving and crop harvesting.