Data Operations

From prototype to AI product

I _______ Process

Initial situation

Data Operations is the core of every AI product development. This field includes all services aimed at bringing validated Data Mining/Machine Learning prototypes into their productive business environment.

Step by Step


We bring the prototype up to the production level. The final machine learning models are designed and integrated into your business processes.


Before we make the AI product available to a wide range of users, we evaluate the usability of the results with all implementing groups and adjust structures if necessary. We scale up the application to more and more users and data and transfer it to an appropriate IT platform that guarantees stability, availability, data security and performance.


Working with DevOps, we connect operations and further development, and implement a continuous delivery pipeline that, based on user feedback, constantly improves your AI application.

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At the end of the data operations period, the AI product is fully integrated into your business processes and generates knowledge advantage, increased efficiency or valid statements about future developments.

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< Previous Step: Data Lab

Next Step: Data Infrastructure >

Further services at a glance

Data Consulting

Your Data Vision for more success

More information

Data Lab

From concept to prototype

More information

Data Infrastructure

Powerful and scalable applications

More information


Stefanie Supper