Level 1

100% Open source

As a preliminary step in digital transformation driven by AI pipelines, considering risk and maturity levels, Emulet will develop all AI pipelines using available open-source tools and technologies.

Level 2

75% Open source + 25% Cloud

During second release for the digital transformation, given the moderately increased team maturity, Emulet will develop most of AI pipeline components with open-source tools and technologies, while a minority can use licensed cloud-based tools.

Level 3

50% Open source + 50% Cloud

During third release for the digital transformation, given the intermediate increase in team maturity, Emulet will develop AI pipeline components using open-source tools and licensed cloud-based technologies in equal proportions.

Level 4

Level 5

25% Open source + 75% Cloud

During fourth release for the digital transformation, given the high increased team maturity, Emulet will develop minority of AI pipelines components with open-source tools and technologies, while a majority will be developed using licensed cloud-based tools resulting in creating semi-automated AI pipelines

10% Open source + 90% Cloud

During fifth release for the digital transformation, given the highly increased team maturity, Emulet will develop majority of AI pipeline components with licensed cloud-based tools resulting in creating automated AI pipelines

As you progress from Level 1 to Level 5, AI pipelines become increasingly complex, faster, more automated, robust, and feature-rich. This journey requires sufficient time for up-skilling, R&D, implementation, deployment, maintenance, and identifying and addressing gaps for improvement. Technological and personnel maturity consistently grows linearly over time.

E-commerce Application

PreProd Emulet has designed and developed an e-commerce application for a hypothetical company that runs complex AI pipelines on its backend to enable their business. Emulate and learn via this application to put yourself in the shoes of various stakeholders involved in designing, developing, testing, deploying and maintaining AI on a live product.

Taxi Ride Application

PreProd Emulet has designed and developed a Taxi ride fare calculator application for a hypothetical company that runs complex AI pipelines on its backend to enable their business. Emulate and learn via this application to put yourself in the shoes of various stakeholders involved in designing, developing, testing, deploying and maintaining AI on a live product.

AutoML Application

PreProd Emulet has designed and developed an AutoML application for a hypothetical company that runs complex AI pipelines on its backend to enable their business. Emulate and learn via this application to put yourself in the shoes of various stakeholders involved in designing, developing, testing, deploying and maintaining AI on a live product.