By Laura Cattaneo for Data Language only

Artwork by Laura Cattaneo for Data Language only

Artificial Intelligence Engineering Maturity Model

Stage 5: Transformational: AI is part of Business DNA - Maturity Stage

At this maturity stage, AI is part of the business DNA, and is running in harmony as part of the software delivery culture. AI services delivery, alongside all platform engineering ops, are operating in a productive rhythm, and the business is investing only in core differentiators.

Capabilities required for this maturity stage

The ability to move AI from R&D into production with ease

Feedback loop for AI training corpus

AI does the heavy-lifting for subject matter experts

Emerging: AI Data Science and Ops Capabilities - Maturity Stage

At this maturity stage, AI is pervasively used for some business models, and there is an emerging data science and AI ops capability. There are still likely to be pain points around ML training overheads process inefficiencies.