2021 AI/ML Mainstream
AI Engineering
What Gartner Predicted
“
Organizations would need robust AI engineering strategies — including MLOps, DataOps, and model governance — to operationalize AI at scale.
3
Prediction Accuracy
3/5
MLOps and model governance are real, but the AI engineering that mattered post-2022 (prompt engineering, LLM evaluation, RAG pipelines) was fundamentally different from the 'MLOps, DataOps' described. The discipline changed completely.