RESOURCE-BASED AUTO COMPLETION

Techniques described herein provide resource-based auto completion for data entry fields of a graphical user interface. In some configurations, the techniques disclosed herein utilize input data and contextual data from a number of resources to select and display text entry candidates for assisting users in populating one or more data entry fields. For example, the input data can include an indication of a service category or a topic and other data defining a calendar event. The contextual data can be related to service providers and customers including, data defining a prior work history between two or more entities, commute projections, scheduling conflicts, preferences, and other data, such as traffic data and weather data. Data indicating a lifetime value of a customer or provider can also be utilized to select text entry candidates.