Computational Vision LLC is a private stealth-mode startup. Two main lines of business include: 1) Consulting and Advisory Services. Tailored advisor and consulting services for investment groups, seed investors, technologists, trade journalists, and government/legislative bodies. Clients have includes various government institutions, international investment groups, and market analysts. Areas of specialty include: Modern silicon and semiconductor technologies, trends, gaps, and risks Memory systems trends and analysis Imaging and vision systems Software development models, failures, and risks IoT and edge intelligence 2D and 3D imaging systems Macro and microeconomic trends in semiconductor systems Machine learning application, risks, and trends Government policy effects in technology Emerging technology applications, risks, and ROI potential 2) Edge Intelligence Solutions. Custom and novel edge system to reduce the cost and complexity of machine learning systems into constrained IoT systems.