The MLOps maturity lifecycle is typically divided into several levels.In the simplest model, there are three levels of maturity:L1 - No automationL2 - Partial automationL3 - Full automationIn this model, "automation" refers to the deployment of the ML model itself.Microsoft [...]
Enterprise-Ready MLOps (eMLOps) is composed of layers of services and processes that work together to productionize an ML model in an enterprise environment. (See "Enterprise-Ready MLOps has Layers".) However, it's not enough to just think of an eMLOps solutions [...]
Often, MLOps (Machine Learning Operations) is described as the intersection of Machine Learning, Data Engineering, and DevOps, with an emphasis on the addition of DevOps principles (especially CI/CD). It has also been described as adding a feedback loop to [...]
As more and more companies move their operations, applications, and data to the cloud, stories of failure and risk abound. There are several steps that a company can take to reduce risk when migrating to [...]
A cloud communications system (or CPaaS for Communications Platform as a Service) is a type of telephone system that uses the internet and cloud computing technologies to deliver voice, video, and messaging services. Cloud communications systems are often used [...]
What is Professional Service? Professional service is a term used to describe a service that is provided by trained and experienced professionals. This type of service is characterized by a high level of expertise and professionalism, and is often [...]
According to a recent article at TechTarget, enterprise IT executives see two paths ahead for their IT services: optimization or modernization. "IT services will bifurcate into two main types of projects: optimization efforts extracting more value out of what [...]
If you're looking to move your business or organization to the cloud, the first thing you should do is evaluate your current infrastructure and determine what can be moved to the cloud and what needs to remain on-premises. This will [...]
What is High Touch Service? High touch service is a term used to describe a service that involves a high level of personal interaction and attention. This type of service is typically characterized by a focus on building strong, [...]
As part of our Integration Services, CtiPath utilizes a two part testing methodology: Ready for Use (RFU) testing and User Acceptance Testing (UAT). Using both RFU and UAT, CtiPath can better ensure that the system is operational and ready for [...]
