"Recent years have seen the rise of network organizations � groups of "unbundled" companies collaborating across the value chain to deliver products and services to customers. By owning fewer assets and leveraging the resources of partner companies, network "orchestrators" such as Cisco, CNET, Schwab, and eBay require less capital, return higher revenues per employee, and spread the risks (and benefits) of a volatile market across the network."
Embodied AI is shifting industrial robotics from precise to perceptive — from rigid automation to adaptive execution in messy, variable production environments. For manufacturers and logistics providers, this isn't just a technology upgrade; it's a structural change in how work gets organized and business value gets created. Industrial robots have long excelled in static workflows: automotive assembly, fixed production lines, repetitive tasks. Where variability or human interaction arose, they stalled or required prohibitive engineering. Embodied AI Market Development Embodied AI changes this by closing the "sim-to-real" gap. According to the latest worldwide market study by ABI Research, AI-augmented robots have reached genuine adaptive automation with tangible ROI for early adopters. The shift rests on robust algorithms — particularly Dynamic Policy Adjustment and robotics foundation models — that learn and adapt in real time rather than following hard-coded rules. ...