Robotics & Automation News

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Software

Matter Management Software vs. Case Management Software: Key Differences

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Legal teams often compare matter management and case management platforms because both organize legal work. The difference is in scope, users, and daily purpose.

Matter management usually supports in-house legal departments that handle contracts, advice requests, compliance questions, corporate records, outside counsel work, and internal approvals.

Case management is more common in law firms, litigation teams, and legal service providers that manage client cases, deadlines, pleadings, evidence, and court-related work. [Read more…] about Matter Management Software vs. Case Management Software: Key Differences

Brain Corp and UC San Diego partner to advance the foundational intelligence layer for physical AI

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Brain Corp, the real-world AI company, has expanded its research collaboration with the University of California San Diego, which is aimed at advancing semantic mapping and contextual intelligence technologies for autonomous robots operating in complex commercial and industrial environments.

The collaboration reflects a shared ambition to shape the future of physical AI, taking autonomous systems toward a deeper understanding of the physical world around them.

As vision-language-action (VLA) and other generative AI models transform robotics, Brain Corp and researchers at the UC San Diego Jacobs School of Engineering are tackling the industry’s most critical challenge: making next-generation autonomous systems reliable, scalable, and commercially deployable in dynamic real-world environments. [Read more…] about Brain Corp and UC San Diego partner to advance the foundational intelligence layer for physical AI

OLO Robotics completes commercial launch with three international manufacturing and distribution partnerships

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OLO Robotics has completed its commercial launch, announcing new manufacturing and distribution partnerships with Deep Robotics, inMotion Robotic, and Fiction Lab as robot companies move to make their hardware accessible to mainstream software teams, not only specialist roboticists.

By integrating OLO’s ROS2-native platform with quadrupeds and mobile robots, these partners are positioning robots as part of the existing software stack rather than separate, bespoke projects.

OLO provides an accessibility layer on top of ROS2, bringing the full robotics development environment into the browser, including cloud simulation, AI-assisted coding, visualisation and sim-to-real deployment. [Read more…] about OLO Robotics completes commercial launch with three international manufacturing and distribution partnerships

Fanuc strengthens Nvidia partnership for AI robot simulation and digital twins

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Fanuc has further strengthened the integration between Nvidia’s open robot simulation reference framework Nvidia Isaac Sim and Fanuc’s robot simulation software RoboGuide, enabling intuitive operation within a virtual factory and realizing highly accurate, seamlessly integrated digital twins.

At the International Robot Exhibition held last December in Tokyo, Fanuc demonstrated the technology that imports robot motion simulations created in RoboGuide into Nvidia Isaac Sim, reproducing precise trajectories and cycle times in a virtual environment using the same control algorithms as the actual robot.

Today Fanuc announces, with the enhanced integration, the two systems are now more tightly integrated, delivering an even more practical and efficient simulation environment for robot testing and virtual commissioning. [Read more…] about Fanuc strengthens Nvidia partnership for AI robot simulation and digital twins

ShengShu unveils world action model to offer ‘infinite possibilities’ for robotic intelligence

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ShengShu Technology has unveiled Motubrain, a world action model that replaces multiple task-specific systems with a single, unified model that functions as a robotic brain for the physical world.

ShenShu describes Motubrain as one brain that offers infinite possibilities for robotic intelligence.

Ranking highly on both WorldArena and RoboTwin 2.0, two of the field’s most rigorous benchmarks in embodied world models, Motubrain marks a decisive shift in an industry where robotic systems are typically built from task-specific or specialized systems. [Read more…] about ShengShu unveils world action model to offer ‘infinite possibilities’ for robotic intelligence

RLWRLD unveils ‘dexterity-first’ foundation model for humanoid robots

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RLWRLD, a physical AI company developing robotics foundation models for dexterous manipulation, unveiled RLDX-1 at “Dexterity Night in SF”, introducing a model designed to help humanoid robots perform contact-rich tasks such as grasping, pouring and tool use.

The company also reported benchmark results across humanoid tabletop, kitchen manipulation and real-world coffee-pouring evaluations, and said the model runs across multiple robot embodiments including WIRobotics’ Allex humanoid, Franka Research 3 and OpenArm.

At the launch event, Amit Goel, head of robotics ecosystem and edge AI product at Nvidia, took the stage and said: “RLWRLD is one of the core partners in the physical AI ecosystem we are building at Nvidia.” [Read more…] about RLWRLD unveils ‘dexterity-first’ foundation model for humanoid robots

Achieving Dataset Parity to Close the Robotics Training Gap

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It was in 1954 when the world witnessed its first real industrial robot, Unimate, a machine built to perform repetitive factory operations.

Fast forward to 2026: today robots like Unitree GD01 are being trained to learn adaptive mobility, AI decision-making, and terrain navigation.

In just half a century, robotics have evolved from immobile programmable arms into intelligent mobile systems capable of seeing and interacting with the physical environments around them. [Read more…] about Achieving Dataset Parity to Close the Robotics Training Gap

Opinion: Why industrial AI must be trained on physics, not prompts

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By Massimiliano Moruzzi, founder and CEO of Xaba.ai

Walk into any modern manufacturing facility and you’ll see the same tension playing out on the floor: incredibly capable machines, hemmed in by the assumption that everything will go exactly as planned. For decades, that assumption held well enough, but today it’s becoming a liability.

Manufacturers are under mounting pressure to produce faster, absorb more variability, and cut downtime, all while a new wave of AI promises to deliver “intelligence” without the complexity of traditional programming.

The pitch sounds compelling, but most of this AI is built on the same foundation as your company’s chatbot, and you cannot run a factory on prompts. [Read more…] about Opinion: Why industrial AI must be trained on physics, not prompts

Why Disconnected Teams Are Silently Killing Your Retention, Says Ubitello Limited

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Two companies acquire users at the same cost, in the same market, with similar products. Twelve months later, one has 38% revenue retention and the other has 71%.

The product isn’t the variable. The marketing isn’t the variable. The variable, in nearly every case Ubitello Limited has examined, is whether the company’s growth, marketing, experience, and support functions operate as a connected system or as four separate departments politely sending emails to each other.

According to Ubitello, retention is the metric where organizational connectedness compounds – and the metric where disconnectedness silently destroys value. [Read more…] about Why Disconnected Teams Are Silently Killing Your Retention, Says Ubitello Limited

Zinelio Corp.’s Top Tips for Managing User Acquisition Without Losing Operational Control

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There’s a version of growth that looks great on paper and quietly wrecks a company from the inside.

It usually starts the same way: a business enters a new market – let’s say the U.S. – gains some momentum, starts pulling in users faster than expected, and then realizes too late that the back end of the operation wasn’t built to handle what the front end just promised.

Customer experience drops. Internal processes crack. The people running the show feel like they’re always three steps behind. [Read more…] about Zinelio Corp.’s Top Tips for Managing User Acquisition Without Losing Operational Control