Usually, IT departments of large retailers across the globe generate a huge volume of data across the enterprise. They have mature tools employed across the enterprise which enable experimentation with new problems and solutions primarily dealing with data and discovering means to harness it and extract meaningful insights from it
Data Science can be leveraged in such situation to build predictive models that can deliver business value to their users
Manage Production Systems
A high-level approach towards implementing such a system is illustrated below:
Traditional domain-based IT management solutions cannot keep up with the volume of data generated in enterprise operations
MLOps provides visibility into enterprise data and dependencies across all environments, analyses the data to extract significant events related to slow-downs or outages, and automatically alerts IT staff to problems, their root causes, and recommended solutions
AIE can strong experience in building MLOPS solutions for enterprises. By replacing multiple separate, manual IT operations tools with a single, intelligent, and automated IT operations platform, MLOPS enables IT operations teams to respond more quickly—even proactively—to slowdowns and outages, with a lot less effort.
If you are interested in developing MLOPS solutions, then contact us for a free consultation and quote