CMD Group, formerly Reed Construction Data and Construction Market Data, is a provider of business information for the North American construction industry. The CMD Group tracks data of different projects per year and provides monthly analysis and data for all aspects of the construction industry in Canada and the US. CMD also provides a detailed view of construction activity, including historical data, current-year projections and a five-year forecast. Their research helps customers to create forecasts and plan tactical marketing strategies.

Snowflake is a high performing cloud data warehouse. It can either be used to store your data in it or / and to use it as a data source.