Analysis of a problem and generation of a model
We work side by side with our clients to throughlly analyze the current situation and the actual objectives of the project. From there, models are generated and validated through different data sets, and they are eventually extended to a larger scale.
Development of the product and deployment
Once the model is validated, it is integrated inside the whole system, or an application is developed that will be used as the interface between the model and the environment: Data ingestion systems, legacy systems, users, and others. The result of this phase will be a system ready to go into production.
Start of production, certification and continuous improvement
At the production start time, evaluation of the Perforomance key indicators is done to be used as the continuous process improvement feedback, to optimize the model step by step and to keep on training the model with new data sets that are gathered. .