Decisioning platform using multi-domain signal evaluation systems

One or more non-transitory, computer-readable storage media comprising instructions recorded thereon, wherein the instructions when executed by at least one data processor of a multi-domain signal evaluation system, cause the multi-domain signal evaluation system to perform operations comprising:

• receiving a first digital artifact comprising unstructured alphanumeric signal data indicating contextual information associated with a decision logic condition,
• wherein the first digital artifact corresponds to a set of compliance parameters that define one or more acceptable content elements of the unstructured alphanumeric signal data;
• responsive to identifying a set of non-compliant alphanumeric signals from the unstructured alphanumeric signal data that fail to satisfy the set of compliance parameters:
• generating a set of masking elements comprising a mapping to the set of non-compliant alphanumeric signals, and
• generating a second digital artifact comprising alphanumeric signal data that substitutes or supplements the identified non-compliant alphanumeric signals of the unstructured alphanumeric signal data with the set of masking elements;
• generating and binding to the second digital artifact a set of signal domain categories for the second digital artifact, wherein each of the set of the signal domain categories comprises a query responsiveness indicator;
• using a set of query responsiveness indicators that satisfy a set of decisioning criteria, generating an artifact set comprising at least one particular second digital artifact;
• and
• generating and configuring for display, at a user interface, a set of guidance artifacts that correspond to the generated artifact set, each displayed guidance artifact comprising:
• (1) a human-readable narrative generated using at least a portion of the artifact set, (2) a human-readable summary generated using the at least a portion of the artifact set, or (3) the at least a portion of the artifact set, wherein the at least a portion is sufficient to generate a response to a user query received via the user interface.

A multi-domain signal evaluation system comprising at least one processor and at least one memory having computer-executable instructions recorded thereon, wherein the instructions when executed by the at least one processor, cause the multi-domain signal evaluation system to:

• receive a first digital artifact comprising unstructured alphanumeric signal data indicating contextual information associated with a decision logic condition,
• wherein the first digital artifact corresponds to a set of compliance parameters that define one or more acceptable content elements of the unstructured alphanumeric signal data;
• responsive to identifying a set of non-compliant alphanumeric signals from the unstructured alphanumeric signal data that fail to satisfy the set of compliance parameters:
• generate a set of masking elements comprising a mapping to the set of non-compliant alphanumeric signals, and
• generate a second digital artifact comprising alphanumeric signal data that substitutes or supplements the identified non-compliant alphanumeric signals of the unstructured alphanumeric signal data with the set of masking elements;
• generate and bind to the second digital artifact a set of signal domain categories for the second digital artifact, wherein each of the set of the signal domain categories comprises a query responsiveness indicator;
• using a set of query responsiveness indicators that satisfy a set of decisioning criteria, generate an artifact set comprising at least one particular second digital artifact;
• and
• generate and configure for display, at a user interface, a set of guidance artifacts that correspond to the generated artifact set, each displayed guidance artifact comprising:
• (1) a human-readable narrative generated using at least a portion of the artifact set, (2) a human-readable summary generated using the at least a portion of the artifact set, or (3) the at least a portion of the artifact set, wherein the at least a portion is sufficient to generate a response to a user query received via the user interface.