Methods and systems for regulatory exploration preserving bandwidth and improving computing performance
Described are methods, systems, and media for regulatory exploration comprising: receiving a regulatory exploration request comprising a scenario comprising a desired outcome and a plurality of partial inputs to describe the scenario and identify fact constraints; receiving an executable regulatory logic flow chart, wherein each element of the flow chart is associated with a regulatory text; applying algorithm to determine all paths in the regulatory logic flow chart; filtering the paths based on the desired outcome; transforming each remaining path into a logical expression comprising attributes; generating a query space comprising conditions on the input facts associated with each attribute; generating a fact space comprising input facts associated with each attribute; generating a possibility space by joining the input facts in the fact space under the conditions in the query space; converting the possibility space to a plurality of database queries; and running the queries to generate an output.
1. A computer-implemented method of regulatory exploration comprising:
a) receiving a regulatory exploration request comprising a scenario comprising a plurality of input facts and a desired outcome of the scenario, wherein the plurality of input facts are partial inputs incompletely identifying fact constraints of the scenario, and wherein the desired outcome of the scenario identifies one or more result constraints;
b) receiving an executable regulatory logic flow chart, wherein each element of the flow chart is associated with a regulatory text;
c) applying an algorithm to determine all paths in the regulatory logic flow chart;
d) filtering the paths based on the desired outcome of the scenario;
e) transforming each remaining path into a logical expression comprising attributes;
f) generating a query space comprising conditions on the input facts, from the plurality of input facts, associated with each attribute;
g) generating a fact space comprising input facts, from the plurality of input facts, associated with each attribute;
h) generating a possibility space by joining all the input facts in the fact space under all the conditions in the query space;
i) converting the possibility space to a plurality of database queries;
j) running the plurality of database queries; and
k) generating an output comprising an evaluation of all possibilities within the scenario for regulatory compliance under the regulatory logic.
2. The method of claim 1 , further comprising providing data values for missing input facts in the fact space.
3. The method of claim 2 , wherein the data values for the missing input facts are provided by connecting to an external database to import data.
4. The method of claim 2 , wherein the data values for the missing input facts are provided by generating synthetic data.
5. The method of claim 1 , wherein the elements of the flow chart are associated with a regulatory text by annotations, metadata, or both.
6. The method of claim 1 , wherein the algorithm comprises Depth-First Search (DFS).
7. The method of claim 1 , wherein each logical expression comprises a conjunction of conditions.
8. The method of claim 1 , wherein the output comprises an audit record for the regulatory exploration.
9. The method of claim 8 , further comprising enriching the audit record for the regulatory exploration with decision results for each database query of the plurality of database queries.
10. The method of claim 8 , wherein the audit record comprises a plurality of decision paths for the regulatory exploration.
11. The method of claim 1 , wherein the possibility space is generated by using one or more Data Base Management System (DBMS) JOIN operations to combine all the input facts in the fact space under all the conditions in the query space.
12. A computer-implemented system comprising at least one processor and instructions executable to cause the at least one processor to perform regulatory exploration operations comprising:
a) receiving a regulatory exploration request comprising a scenario comprising a plurality of input facts and a desired outcome of the scenario, wherein the plurality of input facts are partial inputs incompletely identifying fact constraints of the scenario, and wherein the desired outcome of the scenario identifies one or more result constraints;
b) receiving an executable regulatory logic flow chart, wherein each element of the flow chart is associated with a regulatory text;
c) applying an algorithm to determine all paths in the regulatory logic flow chart;
d) filtering the paths based on the desired outcome of the scenario;
e) transforming each remaining path into a logical expression comprising attributes;
f) generating a query space comprising conditions on the input facts, from the plurality of input facts, associated with each attribute;
g) generating a fact space comprising input facts, from the plurality of input facts, associated with each attribute;
h) generating a possibility space by joining all the input facts in the fact space under all the conditions in the query space;
i) converting the possibility space to a plurality of database queries;
j) running the plurality of database queries; and
k) generating an output comprising an evaluation of all possibilities within the scenario for regulatory compliance under the regulatory logic.
13. The computer-implemented system of claim 12 , wherein the possibility space is generated by using one or more Data Base Management System (DBMS) JOIN operations to combine all the input facts in the fact space under all the conditions in the query space.
14. One or more non-transitory computer-readable storage media encoded with instructions executable by one or more processors to provide a regulatory exploration application comprising:
a) a software module receiving:
i. a regulatory exploration request comprising a scenario comprising a plurality of input facts and a desired outcome of the scenario, wherein the plurality of input facts are partial inputs incompletely identifying fact constraints of the scenario, and wherein the desired outcome of the scenario identifies one or more result constraints; and
ii. an executable regulatory logic flow chart, wherein each element of the flow chart is associated with a regulatory text;
b) a software module applying an algorithm to determine all paths in the regulatory logic flow chart;
c) a software module filtering the paths based on the desired outcome of the scenario;
d) a software module transforming each remaining path into a logical expression comprising attributes;
e) a software module generating:
i. a query space comprising conditions on input facts, from the plurality of input facts, associated with each attribute;
ii. a fact space comprising input facts, from the plurality of input facts, associated with each attribute; and
iii. a possibility space by joining all the input facts in the fact space under all the conditions in the query space;
f) a software module converting the possibility space to a plurality of database queries;
g) a software module running the plurality of database queries; and
h) a software module generating an output based on the results of the queries, wherein the output comprises an evaluation of all possibilities within the scenario for regulatory compliance under the regulatory logic.
15. The non-transitory computer-readable storage media of claim 14 , wherein the possibility space is generated by using one or more Data Base Management System (DBMS) JOIN operations to combine all the input facts in the fact space under all the conditions in the query space.