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The NeoPulse Platform enables organizations to manage their entire AI workflow and infrastructure from one place.
This means that DevOps, data engineers, and ML engineers work from one interface instead of using separate applications. Using NeoPulse, a data engineer can assemble training data sets, the machine learning engineer can create and train hundreds of AI models with ease, and the DevOps engineer can deploy and manage the models without ever leaving the NeoPulse environment.
NeoPulse on Dell DSW or PowerEdge servers allows enterprises to automate the process by drawing data from the edge, selecting data most likely to improve AI models, automatically triggering model retraining when new data is available, and then validating and deploying the models. When using NeoPulse application deployment capabilities, all solution deployment and management can be completely automated when certain trigger conditions are met (such as the availability of new data, AI model performance thresholds being breached, and so on) using Dell Technologies PowerEdge. AI Models and applications can also be hot swapped with zero downtime.