Systems data availability validation

A system comprising:

• memory;
• and
• one or more processors configured to perform operations comprising:
• receiving, via a network, a plurality of timestamped data entries from a data source,
• obtaining a plurality of data constraints for a first model, wherein the plurality of data constraints comprises a data element used by the first model and an availability requirement set, wherein the availability requirement set defines when the data element is deemed available based on the plurality of timestamped data entries that have the data element,
• validating, using the plurality of timestamped data entries as input, the plurality of data constraints to obtain a validation result, wherein validating the plurality of data constraints comprises determining whether the plurality of timestamped data entries satisfies the availability requirement set for the data element,
• determining a data availability assessment of the first model based on the validation result, and
• storing, in computer storage, the data availability assessment of the first model.

A non-transitory computer-readable storage medium storing computer-readable program code which, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• receiving, via a network, a plurality of timestamped data entries from a data source;
• obtaining a plurality of data constraints for a first model, wherein the plurality of data constraints comprises a data element used by the first model and an availability requirement set, wherein the availability requirement set defines when the data element is deemed available based on the plurality of timestamped data entries that have the data element;
• validating, using the plurality of timestamped data entries as input, the plurality of data constraints to obtain a validation result, wherein validating the plurality of data constraints comprises determining whether the plurality of timestamped data entries satisfies the availability requirement set for the data element;
• determining a data availability assessment of the first model based on the validation result;
• and
• storing, in computer storage, the data availability assessment of the first model.