Actionable Benefits
- Prioritize workflows suited to task creation, approved execution, and bounded autonomy.
- Build agent roadmaps grounded in validated data and customer readiness.
- Choose when to build, expose, or partner for agent capabilities.
Research Highlights
- Forecast of Internet of Things (IoT)-monitored trips by highest automation maturity through 2031.
- Assessment of data, communication, task-initiation, and execution agents.
- Analysis of managed services, agent governance, and physical verification.
Critical Questions Answered
- Which visibility capabilities are moving from recommendations toward execution?
- Where are agents deployed today, and where will human approval remain necessary?
- How should suppliers address governance, decision rights, and outcome verification?
Who Should Read This?
- Product and Artificial Intelligence (AI) leaders at visibility, control tower, and Transportation Management System (TMS) providers.
- Strategy teams developing agent and workflow-automation roadmaps.
- Technology buyers evaluating automation, governance, and managed services.
Companies Mentioned
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