Managing logistics exceptions with AI before the customer asks for an update
Learn how AI can support logistics exception management by confirming updates, prioritizing issues and routing each case to its owner.
Author
Ryan Viana
CEO and partner at Magical
Ryan Viana is CEO and partner at Magical. His work covers company direction, client relationships after a sale and oversight of AI projects for business operations.
About the author
At Magical, Ryan works on identifying AI opportunities in client processes and overseeing delivery. On the blog, he writes about AI agents, automation and business decisions for companies in the real economy.
Articles by Ryan Viana
How to integrate AI with your ERP without replacing it
Learn what to assess when integrating AI with your ERP: access, business rules, confirmed records and exception handling in existing systems.
AI agents: how to measure cost per completed task in your operation
Measure AI agent cost per completed task, including human review and rework, before expanding your operation.
AI agent, automation or custom solution: how to choose the first project
Learn when a large company should use an AI agent, automate a workflow or build a custom solution — and how to turn the choice into an evaluable pilot.
AI agents in large companies: what needs to be in place before the first pilot
What a large company needs to define before its first AI agent pilot: the workflow, data and access, systems integration, human review and success criteria.
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