Cognitive Process Lifecycle
A system, method, and computer-readable medium are disclosed for cognitive information processing. The cognitive information processing includes receiving data from a plurality of data sources; processing the data from the plurality of data sources via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function, the cognitive computing function comprising a cognitive process, the cognitive process being developed via a plurality of phases; and, promoting the cognitive process from one operational environment to another operational environment.
1 . A computer-implementable method for cognitive information processing, comprising:
receiving data from a plurality of data sources;
processing the data from the plurality of data sources via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function, the cognitive computing function comprising a cognitive process, the cognitive process being developed via a plurality of phases; and,
promoting the cognitive process from one operational environment to another operational environment.
2 . The method of claim 1 , wherein:
each of the plurality of phases has at least one of associated input artifacts, associated roles and associated output artifacts.
3 . The method of claim 1 , wherein:
the plurality of phases comprise a data sourcing phase, the data sourcing phase performing data discovery operations on the data from the plurality of data sources.
4 . The method of claim 3 , wherein:
the data sourcing phase comprises a data engineering operation, the data engineering operation preparing the data from the plurality of data sources for use by a cognitive agent development phase.
5 . The method of claim 1 , wherein:
the plurality of phases comprise a cognitive agent development phase, the cognitive agent development phase developing a machine learning model associated with the cognitive process.
6 . The method of claim 5 , wherein:
the cognitive agent development phase comprises composing a cognitive skill and composing a cognitive agent.
7 . A system comprising:
a hardware processor;
a data bus coupled to the hardware processor; and
a non-transitory, computer-readable storage medium embodying computer program code, the non-transitory, computer-readable storage medium being coupled to the data bus, the computer program code interacting with a plurality of computer operations and comprising instructions executable by the hardware processor and configured for:
receiving data from a plurality of data sources;
receiving data from a plurality of data sources;
processing the data from the plurality of data sources via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function, the cognitive computing function comprising a cognitive process, the cognitive process being developed via a plurality of phases; and,
promoting the cognitive process from one operational environment to another operational environment.
8 . The system of claim 7 , wherein:
each of the plurality of phases has at least one of associated input artifacts, associated roles and associated output artifacts.
9 . The system of claim 7 , wherein:
the plurality of phases comprise a data sourcing phase, the data sourcing phase performing data discovery operations on the data from the plurality of data sources.
10 . The system of claim 9 , wherein:
the data sourcing phase comprises a data engineering operation, the data engineering operation preparing the data from the plurality of data sources for use by a cognitive agent development phase.
11 . The system of claim 7 , wherein:
the plurality of phases comprise a cognitive agent development phase, the cognitive agent development phase developing a machine learning model associated with the cognitive process.
12 . The system of claim 11 , wherein:
the cognitive agent development phase comprises composing a cognitive skill and composing a cognitive agent.
13 . A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:
receiving data from a plurality of data sources;
processing the data from the plurality of data sources via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function, the cognitive computing function comprising a cognitive process, the cognitive process being developed via a plurality of phases; and,
promoting the cognitive process from one operational environment to another operational environment.
14 . The non-transitory, computer-readable storage medium of claim 13 , wherein:
each of the plurality of phases has at least one of associated input artifacts, associated roles and associated output artifacts.
15 . The non-transitory, computer-readable storage medium of claim 13 , wherein:
the plurality of phases comprise a data sourcing phase, the data sourcing phase performing data discovery operations on the data from the plurality of data sources.
16 . The non-transitory, computer-readable storage medium of claim 15 , wherein:
the data sourcing phase comprises a data engineering operation, the data engineering operation preparing the data from the plurality of data sources for use by a cognitive agent development phase.
17 . The non-transitory, computer-readable storage medium of claim 13 , wherein:
the plurality of phases comprise a cognitive agent development phase, the cognitive agent development phase developing a machine learning model associated with the cognitive process.
18 . The non-transitory, computer-readable storage medium of claim 17 , wherein:
the cognitive agent development phase comprises composing a cognitive skill and composing a cognitive agent.
19 . The non-transitory, computer-readable storage medium of claim 13 , wherein:
the computer executable instructions are deployable to a client system from a server system at a remote location.
20 . The non-transitory, computer-readable storage medium of claim 13 , wherein:
the computer executable instructions are provided by a service provider to a user on an on-demand basis.