Trend Trend 14: orchestration rather than individual capability becomes the robotics frontier
Summary
The fourteenth trend in CB Insights' outlook is that robots are learning to work together. The firm argues that the next frontier in robotics is orchestration, meaning the coordination of many machines, rather than the abilities of any single robot. In warehouses, the technology stack is maturing toward layers that manage robots, tasks and traffic across sites. Amazon reports that a learned fleet model improved robot travel efficiency by 10 percent. Funding for robot foundation model developers has surged, and coordination tools are expected to spread into factories and defence. Because coordination needs low latency, computing is also moving closer to the robots themselves.
Classification
Main topicIndustry & Supply Chains
Region menusGlobal
Impactscope:global
Time horizon4-10 years (2026-07-26)
Published2026-01
Last updated2026-09-30 12:56 KST
Evidence 2
- 2026 Tech Trends CB Insights page=95;section=Physical AI & robotics / Robots learn to work together 2026-01 accessed 2026-07-26
- 2026 Tech Trends CB Insights page=95;section=Physical AI & robotics / Robots learn to work together 2026-01 accessed 2026-07-26
Observed signals 4
- SignalA retailer's fleet foundation model is reported to raise robot travel efficiency by 10 percent
- SignalCoordination latency pushes compute from the data centre toward the robot
- SignalEquity deals to robot foundation model developers rose through 2025
- SignalWarehouse automation stacks mature toward an orchestration layer above the robots
Part of issues 1
- IssueFleet orchestration is expected to move from warehouses into factories and defence1 trends · 2 signals
Relation types: constitutes · supports
Public id: fm-5f1299a60c2a
