Artificial intelligence engine (AIE) MLOps
noun phrase
Definition: A software or hardware-supported computational component that performs core AI functions such as inference, prediction, decision-making, model execution, or intelligent control inside a larger system [Bakanach 2023/2024].
Examples in context:
“With time-series databases and the Kafka-based telemetry pipeline, the AI engine deploys multiple ML models for various tasks.”
[Shen et al. 2025]
“The AI engine invokes the deployed ML models, performing data pre-processing to generate real-time predictions.”
[Shen et al. 2025]
“The proposed AI engine platform deploys an LSTM-based link anomaly detection…”
[Shen et al. 2025]
Synonym: AI engine
Related terms: inference engine; intelligent middleware; AI runtime; ML serving component; decision engine