Most engineering teams have at least some AI in their workflow. The harder question is whether the whole org is moving together, or just a few fast movers pulling ahead while everyone else holds the line.
Our Chief Product and Technology Officer, Fabien Potencier, maps out 8 stages of AI engineering maturity, from the moment leadership hasn't taken a position yet, to agents running recurring tasks on shared infrastructure overnight.
The discomfort at each stage is intentional. It's what builds the foundation for the next one.
See where your team stands:
8 Stages of AI Engineering Maturity for Teams | Upsun
Most teams already use AI. The question is whether your org is moving together. A framework for taking your whole team from chaos to autonomous agents.
upsun.com
Top comments (0)