AI Economics: MLOps Infrastructure Costs — The Hidden Price of Production AI

Key Points

• The aim is to evaluate the economic implications of MLOps infrastructure costs in AI production environments.
• Cost analysis of MLOps infrastructure
• Comparative examination of existing AI solutions
• Assessment of performance metrics and cost efficiencies
• Identified significant hidden costs associated with MLOps infrastructure
• Found that production AI has varied economic impacts based on infrastructure choices
• Emphasized the need for cost-effective solutions to enhance AI deployment efficiency

Abstract