Embodiment
Form factors crossing into operational use — humanoids, mobile manipulators, hybrids.
RAI Trend Map
A live global map of Physical AI.
Tracking the companies, technologies, and countries shaping the future of robotics, humanoids, and intelligent machines.
Layers, Updated Continuously.
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M.01
Autonomy Stack
Foundation models for action, perception, planning, control — and the platforms consolidating them.
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M.02
Embodiment Frontier
Humanoids, mobile manipulators, and the form-factor decisions that decide what the next decade looks like.
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M.03
Industrial Substrate
Factories, logistics, energy, defense — where embodied systems first take economic surface area.
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M.04
Signal & Capital
The flows of talent, capital, and policy that bend the trajectory of Physical AI in real time.
The Map Is a System, Not a List.
Live overlay · cycle 04
Autonomy & runtime hubs
Humanoid activity
Industrial deployment density
OEM clusters · Capital flows · Policy bands
Observatory Beat · Cycle 04
Convergence is louder than consensus.
Listen for the seams.
Listen for the seams.
Multidimensional Trends.
Autonomy Stack
Foundation models for action, perception, planning, control — and the platforms consolidating them.
Fleet Systems
Orchestration, shared memory, and the coordination substrate beneath multi-agent operations.
Deployment Maturity
Pilot → fleet ratio, supervised hours per robot, recovery economics in the field.
Runtime Infrastructure
Operating systems, supervisors, telemetry layers — the runtime under embodied agents.
Industrial Adoption
Where embodiment first takes economic surface area — factories, logistics, energy, defense.
Perception Systems
Sensing, world-models, and the perception substrate the runtime depends on.
Capital & Policy
Investment density, national strategy, and the regulatory bands shaping the trajectory.
DOCTRINE · D.04
Observatory method
Cycle 04 · live
The Map Does Not Track. It Detects.
Tracking lists what is happening. Detection finds what is bending the trajectory. The map exists to surface convergence, asymmetry, and the seams where the field is silently choosing.
D.04 / detection method / accumulating since cycle 01
Where Capital Is Bending.
EV · 05 Capital allocation curves
Foundation models → runtime / supervision / embodiment
Cycle 04 / crossover detected
Foundation models · frontier capability
Runtime · supervision · embodiment infrastructure
Crossover detected
For the first observed quarter, capital allocated to the runtime category — supervision, fleet orchestration, operational memory, embodied perception platforms — exceeds foundation-model investment in tracked deals. The bottleneck has moved. Capital is following.