Via our arbitration and consensus mechanisms, we validate all data and provide a one-stop-shop for three separate functionalities for both third-party direct data consumers and third-party apps, dapps, networks: 1) Kylin Marketplace (data exchange and pricing); 2) Kylin Oracle, utilizing OCWs and providing advanced data feed (no discrete API calls needed); and 3) Kylin Analytics (tools for analyzing the data warehouse) containing a query engine and REST Server, and later serving external analytics tools. The major portal by which consumer-side third parties will interface with Kylin Network solution(s) will be via an open API/SDK. The major benefits to the Polkadot ecosystem will be a further removal of friction from the POV of both Dapp builders, a synergetic increase in the ability to easily manage, coordinate and retrieve validated data by consumers, and a compelling tokenomic argument toward a Cambrian data supply feed explosion from various sources heretofore not yet seen (beyond just price, social, keywords and other traditional data).