Various embodiments described herein relate to remote monitoring and management of assets from a portfolio of assets based on an asset model. In this regard, a request to generate a dashboard visualization associated with a portfolio of assets is received. The request includes an asset descriptor that describes one or more assets in the portfolio of assets. In response to the request, aggregated data associated with the portfolio of assets is obtained based on the asset descriptor. Contextual data is also determined for the portfolio of assets based on asset relationship data for the aggregated data. Based on the contextual data, prioritized actions for the portfolio of assets are determined. Furthermore, the dashboard visualization is provided to an electronic interface of a computing device, the dashboard visualization comprising the prioritized actions for the portfolio of assets.