The journey of a Machine Learning model to production is a major step. This step is often challenging to ISVs as its completion may take months due to complexity.

While startups focus on algorithm development, getting to a production-grade for the first time requires an end-to-end AI/ML pipeline, examples dataset setup, training setup, inference setup, and more.

Automat-IT AWS MLOps Accelerator was developed as part of the Strategic Collaboration Agreement with AWS and in tight collaboration with AWS. The solution is pre-integrated with AWS AI/ML services, fully functional with common AI/ML libraries code, focused on time-to-market reduction and leverages existing modules (Automat-IT 360 AWS security and Automat-IT 24/7 NOC as a Service).

The solution is composed of 2 parts. A generic part (pre-integration of the above) and a professional services part tailoring the solution to the exact customer requirements. This approach allows shortening the timeline from months to a couple of weeks.