IML4E Maturity Assessment

The IML4E Maturity Assessment aims to provide a schema that can be used to examine the current state of implementation of MLOps in an organization and, based on this, to make informed decisions about which improvement actions may be a useful addition in light of the current maturity and expansion goals

In its current state, the IML4E Maturity Assessment is designed as a self-assessment. Based on a maturity definition from Microsoft consisting of 5 maturity levels, we have created a collection of assignments between maturity levels and statements on process maturity for 7 different areas.  
Maturity levels and statements are provided in the form of an Excel spreadsheet so that an organization can provide scores for each area in a self-assessment. These are finally summarized and clearly presented with the help of a spider diagram. An initial internal project evaluation has shown that such a self-assessment stimulates a wide range of discussions and paves the way for the identification of targeted and systematic improvements.

Could be applied in any company that develops ML-based applications. No further constroints.

Smart Service Provider, Consultants

No restrictions.