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Website: https://generaltrajectory.com
San Francisco, California
General Trajectory
General Trajectory (YC W25) develops industrial mobile manipulators equipped with advanced AI algorithms for optimized palletizing, sorting, and picking operations. These systems utilize machine learning for real-time decision-making and adaptive control, enhancing operational efficiency in logistics and warehousing environments. The AI subscription model provides continuous updates and support, ensuring the manipulators remain aligned with evolving industry standards and requirements.
RobotToday Initiative
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
Physical AI Landscape: From Digital Intelligence to the Embodied Physical World
A comprehensive industry analysis of Physical AI — covering Embodied AI, Field AI, Factory AI, VLM, World Model, VLA, and the VLA vs WAM architecture debate. Includes 20+ companies, 28 references, and the RobotToday Physical AI Landscape diagram. July 2026.
CONSTRUCTION ROBOTICS | FUTURE HORIZONS: 2025–2030 & BEYOND
Construction robotics is entering its decisive decade. Autonomous jobsites, swarm coordination, humanoid integration, and a potential $60 billion market reshape every strategic decision in the industry.
Vietnam Robotics Industry Report 2026
Comprehensive analysis of Vietnam's robotics industry: market size, industrial policy, key companies (Vingroup, Apicoo, Phenikaa-X), geopolitical dynamics, and 2030 growth opportunities.
Robot Programming Languages 2026: From G-Code & FANUC KAREL to ROS2 — Complete History & Industrial Guide
A comprehensive guide to industrial robot programming language evolution: G-code and NC origins, FANUC KAREL/TP, ABB RAPID, KUKA KRL, Yaskawa INFORM, the ROS open-source revolution, ROS2 architecture, ROS-Industrial consortium, OPC-UA, TSN, and real-time Linux — how six decades of software history define today's factory floor.
CONSTRUCTION ROBOTICS | BUSINESS MODELS & INVESTMENT LANDSCAPE
Construction robotics attracted $4.4 billion in built environment tech funding through Q3 2025. SoftBank acquired ABB Robotics for $5.375 billion. RaaS is displacing capex models. AI-native platforms command 39x revenue multiples. This is where money meets machines.
Meta Acquires ARI to Capture the Brain of the Humanoid Robot
Meta’s acquisition of Assured Robot Intelligence (ARI) signals a pivot from hardware race to intelligence capture. We break down why Meta moved now, what ARI does, and how Amazon, Tesla, NVIDIA and Apple are responding — with different bets and different risks.
Unitree's IPO Review: What It Means for China's Humanoid Robot IPO Landscape
On 1 April 2026, China's Securities Association (CSAC) randomly selected Unitree Robotics for a mandatory on-site IPO inspection — just 12 days after its STAR Market application was accepted. The event has generated significant market commentary. This analysis examines the regulatory context, what the inspection actually means, the four core controversies in Unitree's prospectus, and the implications for competing humanoid robot companies pursuing public listings.
FUTURE WARFARE | Sea - Autonomous Surface Vessels & Unmanned Underwater Vehicles — The Hybrid Fleet Takes Shape
Ukraine’s ‘Sub Sea Baby’ autonomous torpedo struck a Russian Kilo-class submarine inside Novorossiysk harbour in December 2025 — the first confirmed underwater drone attack on a submarine in history. The U.S. Navy is requesting $5.3 billion for unmanned maritime systems in FY2026, a 70 percent year-on-year increase. Saronic Technologies went from prototype to $392 million production contract in under 12 months. And DARPA’s Manta Ray XL-UUV completed full-scale sea trials. This article maps the maritime autonomous systems revolution — from Ukraine’s improvised Black Sea fleet to the Pentagon’s hybrid manned–unmanned force of the 2030s, and from Saronic’s Franklin, Louisiana shipyard to Boeing’s 85-tonne robot submarine.
FUTURE WARFARE | Land - Unmanned Ground Vehicles — From Logistics Mules to Front-Line Robots
Ukraine fielded 15,000 unmanned ground vehicles in 2025 — surpassing its own procurement targets by over 100 percent. A single UGV held a front-line position for 45 days. Up to 90 percent of supplies to Pokrovsk now move by robot, not truck. The U.S. Army cancelled its $3 million Robotic Combat Vehicle and is starting over. China is deploying $3,000 robot dogs in PLA urban-warfare exercises. This article maps the emerging UGV battlefield — from Ukraine’s garage-built logistics fleet to the Pentagon’s stalled combat-vehicle ambitions, and from Ghost Robotics’ Vision 60 to the quadruped proliferation problem no treaty has yet addressed.
CONSTRUCTION ROBOTICS | Surface Finishing & Painting
Surface finishing robots are construction's hottest automation segment. Okibo, Canvas, Dusty Robotics, Pictobot, and Brightrobot are rewriting the economics of painting, drywall, and tile-setting. Key stat: Okibo's EG7+ cuts finishing labor costs 50% and operates 10x faster than manual crews.
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