Contextual embedded analytics system

A computing system comprising:

• a memory that stores instructions;
• and
• one or more processors configured by the instructions to perform operations comprising:
• detecting input via a user interface on a computing device;
• determining that the input triggers a recommended action related to the input;
• analyzing historical data to extract relevant data for the recommended action by performing operations comprising:
• executing a query against a data warehouse comprising data related to an entity;
• determining a transaction type associated with the input;
• generating a list of templates used in past transactions of the transaction type;
• and
• ranking the list of templates based on historical usage;
• and
• causing display, on the user interface of the computing device, of the recommended action comprising one or more templates having historical usage over a specified threshold usage.

A non-transitory computer-readable medium comprising instructions stored thereon that are executable by at least one processor to cause a computing device to perform operations comprising:

• detecting input via a user interface on a computing device;
• determining that the input triggers a recommended action related to the input;
• analyzing historical data to extract relevant data for the recommended action by performing operations comprising:
• executing a query against a data warehouse comprising data related to an entity;
• determining a transaction type associated with the input;
• generating a list of templates used in past transactions of the transaction type;
• and
• ranking the list of templates based on historical usage;
• and
• causing display, on the user interface of the computing device, of the recommended action comprising one or more templates having historical usage over a specified threshold usage.