What operational benefits can AI bring to the data management teams – or is it just hype?
There is no doubt that AI will transform the way that most companies perform many of their key business tasks and the data management world is no different. However, within this exacting environment any AI components introduced into standard BAU processing must be able to produce repeatable results and eliminate incorrect or misleading information – after all key business decisions are made based on the quality of a firm’s key data sets. It is early days for AI but here at Curium Data Systems we have been exploring a range of business scenarios which could be practically enhanced through the use of AI.
Data operations teams continually discover errors or outliers in their data and consequently look to enhance their BAU data processes to make sure that any such future instances are captured and addressed accordingly.
Up until now, unless it was a relatively simple ‘no code’ rule against single or multiple data sets, this would involve a degree of technical capability to write the system query to trap the error and build in sufficient controls and process to make sure that the query yielded the correct results and was at the very least efficient enough to run in a production process. Typically, this may involve building out the code in a test environment and going through a standard test and release process before being applied in the production environments.
By incorporating AI natural language assistants within Curium, the user can by-pass that entire process by simply asking Curium to return results directly from the user’s spoken or written requests. Once the user has identified that the issued commands return the correct information, and Curium will assist in that process where the query could involve a number of joined or loosely joined data sets, the User can instruct Curium to turn that query into a repeatable and auditable business process, supplemented by the right level of controls and workflow. And the key to speed and efficiency; the user can request the new query directly into the production environment, without the need to test or involve scarce IT resources.
Fast, efficient and practical business benefits from AI components within the firm’s production environment.
For a demo of Curium AI assistants please contact your local support or sales representative for a demo
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