At Cisco, GBS and SW group we are doing a PoC with Watson Open Scale on ICPD on IBM Cloud. Business Idea behind this is, this system can capture the Sudden Sales Spike, and once we catch it, we can prepare it and forecast. LTSM model should be able to forecast in advance for future possible Sudden Spikes when it will happen. This solution will create explanations for Cisco 70k SKUs. Which is a big revenue stream for IBM.
|Who would benefit from this IDEA?||The customer will get the explainability of, and it's impact in time-series.|
|Priority Justification||This feature is critical for the Cisco PoC success. Without this feature, we won't have the solution Cisco has asked us to PoC. There are two internal Cisco and two other vendors in the competition developing this solution.|
|Client Name||Cisco Systems|
How should it work?
1- Insight of independent variable impacting (in the hierarchy) the forecast of model or prediction ]. These variables have different times in time-series.
|IBM's success depends on gathering feedback from customers like yourself. Aha Ideas Portal is the third party tool through which IBM Offering Managers gather feedback from customers such as yourself.|
|IBM is a global organization with business processes, management structures, technical systems and service provider networks that cross borders. As such, the information collected through Aha Ideas Portal (Customer Name, Customer Email Address) will be stored by them in the United States, and handled only as per IBM's instructions and policies. Your data (Name and Email Address) will NOT be shared with other IBM customers.|
|In order to safeguard your information in Aha, do not leave your workstation unattended while using this application, log off after using it, and print only if necessary. If you need to make a hardcopy, remember to pick up the print-out immediately, keep it under lock, and destroy it immediately when no longer needed.|
|NOTICE TO EU RESIDENTS: per EU Data Protection Policy, if you wish to remove your personal information from the IBM ideas portal, please login to the ideas portal using your previously registered information then change your email to "firstname.lastname@example.org" and first name to "anonymous" and last name to "anonymous". This will ensure that IBM will not send any emails to you about all idea submissions|