target audience: TECH SUPPLIER Publication date: Apr 2024 - Document type: Market Presentation - Doc Document number: # US52058524
Harmonizing the Artificial Intelligence and Machine Learning Life Cycle: The Importance of Orchestration
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Abstract
This IDC Market Presentation was featured at IDC Directions 2024 in Boston and San Jose and covers the importance of orchestration for delivering value from artificial intelligence (AI)/machine learning (ML) models. AI/ML orchestration is the coordination and automation of various tasks involved in the end-to-end ML life cycle, including building, deploying, managing, and monitoring models. Building an AI/ML model is easy, but operationalizing it can be very complex. AI/ML models must seamlessly integrate into complicated enterprise applications, workflows, and infrastructure. AI applications of the future will combine both predictive and generative AI components along with business rules, rendering GenAI engineering and application orchestration a necessity.