Here at SumAll, we provide analytics from over 40 different sources that range from social media data to health and fitness tracking. We collect and connect metrics from a wide range of 3rd party API data sources for our clients to help them make better business decisions. One of engineering's biggest challenge has been on building and maintaining a data pipeline that is both performant and reliable.