A logical approach to designing an Android sensor subsystem within a consumer product. At the outset it appears simple but once tasked it is a monumental effort with several complex trade-offs. The approach covers vendor algorithms, power, and latency issues in addition to the overall end to end architecture (sensor selection though plumbing libraries into the sensor frameworks).