Cognitive Automation and AI Orchestration
Definition
When unexpected variables such as port strikes or severe weather occur, "AI Agents" immediately set alternative routes or autonomously change transport modes without waiting for human approval. Furthermore, moving beyond partial optimization, AI directs and coordinates the entire Supply Chain Process in real-time, such as pre-repositioning inventory based on Demand Forecasting and placing emergency orders with alternative suppliers when a shortage is expected.
Drivers
The need to pursue extreme efficiency due to rising Operations costs and intensifying global competition
Generation of massive data (IoT) and advancements in cloud computing and algorithms capable of processing it
Opportunities
AI Auditing and XAI Services
A consulting and solution business that addresses the 'black box' issue of AI and ensures reliability by verifying algorithmic bias and transparency.
AI-as-a-Service (AIaaS)
A model that builds AI platforms specialized in specific functions such as Demand Forecasting and route optimization, offering them as a Subscription Model.