
According to Gartner, the worldwide end-user spending on all IT products for 2024 was $5 trillion. This industry is built on a computing fabric of electrons, is fully software-defined, accelerated - and now generative AI-enabled. While huge, it's a fraction of the larger physical industrial market that relies on the movement of atoms.
Today's 10 million factories, nearly 200,000 warehouses and 40 million miles of highways form the computing fabric of our physical world. But that vast network of production facilities and distribution centers is still laboriously and manually designed, operated and optimized.
In warehousing and distribution, operators face highly complex decision optimization problems - matrices of variables and interdependencies across human workers, robotic and agentic systems and equipment. Unlike the IT industry, the physical industrial market is still waiting for its own software-defined moment.
That moment is coming.
Choreographed integration of human workers, robotic and agentic systems and equipment in a facility digital twin. Image courtesy of Accenture, KION Group. NVIDIA today at CES announced Mega, an Omniverse Blueprint for developing, testing and optimizing physical AI and robot fleets at scale in a digital twin before deployment into real-world facilities.
Advanced warehouses and factories use fleets of hundreds of autonomous mobile robots, robotic arm manipulators and humanoids working alongside people. With implementations of increasingly complex systems of sensor and robot autonomy, it requires coordinated training in simulation to optimize operations, help ensure safety and avoid disruptions.
Mega offers enterprises a reference architecture of NVIDIA accelerated computing, AI, NVIDIA Isaac and NVIDIA Omniverse technologies to develop and test digital twins for testing AI-powered robot brains that drive robots, video analytics AI agents, equipment and more for handling enormous complexity and scale. The new framework brings software-defined capabilities to physical facilities, enabling continuous development, testing, optimization and deployment.
Developing AI Brains With World Simulator for Autonomous Orchestration With Mega-driven digital twins, including a world simulator that coordinates all robot activities and sensor data, enterprises can continuously update facility robot brains for intelligent routes and tasks for operational efficiencies.
The blueprint uses Omniverse Cloud Sensor RTX APIs that enable robotics developers to render sensor data from any type of intelligent machine in the factory, simultaneously, for high-fidelity large-scale sensor simulation. This allows robots to be tested in an infinite number of scenarios within the digital twin, using synthetic data in a software-in-the-loop pipeline with NVIDIA Isaac ROS.
Operational efficiency is gained with sensor simulation. Image courtesy of Accenture, KION Group. Supply chain solutions company KION Group is collaborating with Accenture and NVIDIA as the first to adopt Mega for optimizing operations in retail, consumer packaged goods, parcel services and more.
Jensen Huang, founder and CEO of NVIDIA, offered a glimpse into the future of this collaboration on stage at CES, demonstrating how enterprises can navigate a complex web of decisions using the Mega Omniverse Blueprint.
At KION, we leverage AI-driven solutions as an integral part of our strategy to optimize our customers' supply chains and increase their productivity, said Rob Smith, CEO of KION GROUP AG. With NVIDIA's AI leadership and Accenture's expertise in digital technologies, we are reinventing warehouse automation. Bringing these strong partners together, we are creating a vision for future warehouses that are part of a smart agile system, evolve with the world around them and can handle nearly any supply chain challenge.
Creating Operational Efficiencies With Mega Omniverse Blueprint Creating operational efficiencies, KION and Accenture are embracing the Mega Omniverse Blueprint to build next-generation supply chains for KION and its customers. KION can capture and digitalize a warehouse digital twin in Omniverse by using computer-aided design files, video, lidar, image and AI-generated data.
KION uses the Omniverse digital twin as a virtual training and testing environment for its industrial AI's robot brains, powered by NVIDIA Isaac, tapping into smart cameras, forklifts, robotic equipment and digital humans. Integrating the Omniverse digital twin, KION's warehouse management software can create and assign missions for robot brains, like moving a load from one place to another.
Graphical data is easily introduced into the Omniverse viewport showcasing productivity and throughput among other desired metrics. Image courtesy of Accenture, KION Group. These simulated robots can carry out tasks by perceiving and reasoning in environments, and they're capable of planning next motions and then taking actions that are simulated in the digital twin. The robot brains perceive the results deciding the next action, and this cycle continues with Mega precisely tracking the state and position of all the assets in the digital twin.
Delivering Services With Mega for Facilities Everywhere Accenture, global leader in professional services, is adopting Mega as part of its AI Refinery for Simulation and Robotics, built on NVIDIA AI and Omniverse, to help organizations use AI simulation to reinvent factory and warehouse design and ongoing operations.
With the blueprint, Accenture is delivering new services - including Custom Robotics and Manufacturing Foundation Model Training and Finetuning; Intelligent Humanoid Robotics; and AI-Powered Industrial Manufacturing and Logistics Simulation and Optimization - to expand the power of physical AI and simulation to the world's factories and wa
Most recent headlines
06/10/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU ...
04/09/2025
Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...
15/06/2025
July 2025 in Dublin, Berlin, Amsterdam & London
Photo: Thea Martre
Music Production for Women (MPW) have announced that they will be running a series of fo...
15/06/2025
Composer/producer launches free virtual instruments
Sulcata Sound is the latest venture of Jason Graves, a two-time British Academy Award-winnning composer,...
14/06/2025
NEW YORK Pluto TV and the All Womens Sports Network have launched a free ad-supported streaming TV (FAST) AWSN channel in the U.S., Canada, the U.K. and the Nor...
14/06/2025
NEW YORK and CINCINNATI E.W. Scripps has announced a new, multiyear agreement with the WNBA that will continue Ions regular-season coverage of the league on Fri...
14/06/2025
WASHINGTON The National Association of Broadcasters highlighted the hidden importance of spectrum in the production of major sporting events and described wha...
14/06/2025
WASHINGTON Sunsetting ATSC 1.0, expanding business opportunities for NextGen Broadcast and increasing international adoption of the ATSC 3.0 standard were top o...
14/06/2025
SAN FRANCISCO Samba TV and Acxiom have announced that they will dramatically expand their longstanding relationship....
14/06/2025
July 2025 in Dublin, Berlin, Amsterdam & London
Photo: Thea Martre
Music Production for Women (MPW) have announced that they will be running a series of fo...
14/06/2025
San Francisco State University's School of Cinema Uses Blackmagic Design
Brie Clayton June 13, 2025
0 Comments
More than 40 Blackmagic Design came...
14/06/2025
Boris FX Mocha Pro Adds New AI Tools To Tackle VFX Tasks Fast
Jessie Electa Petrov June 13, 2025
0 Comments
The 2025.5 release helps artists work more...
14/06/2025
AJA Debuts DRM2-Plus Mini-Converter Frame at InfoComm 2025
Brie Clayton June 13, 2025
0 Comments
Next-gen frame addresses diverse rackmount needs wit...
13/06/2025
(L-R) Lindsay Utz, Michelle Walshe, and The Right Honourable Dame Jacinda Ardern attend the 2025 Sundance Film Festival premiere of Prime Minister at Eccles T...
13/06/2025
Photo credit: Atsushi Nishijima
If you're a true lover of rom-coms, chances...
13/06/2025
Pure Drama and Fierce Rivalries set to dominate the world's most iconic spor...
13/06/2025
Johannesburg, 12 June 2025 - The National Film and Video Foundation (NFVF), an a...
13/06/2025
ABILENE. Texas A severe storm knocked down the tower and severely damaged the news studio and main facility of Sinclair-owned KTXS here on Sunday, June 8....
13/06/2025
Berklee's Music Business/Management Department Recognized by the Music Biz A...
13/06/2025
WASHINGTON The ATSC, the Broadcast Standards Association, honored veteran technologist Aldo Cugnini and Clarence Hau, Senior Vice President of Standards, Policy...
13/06/2025
(Editor's note: The 2025 UFL Championship Game between the D.C. Defenders and Michigan Panthers kicks off Saturday, June 14, at 8 p.m. Eastern. The game wil...
13/06/2025
New iPad/iPhone synth App announced
Following on from last year's release of Gradient Synth - which reached #6 on the App Store's Paid Music charts ...
13/06/2025
LONDON Warner Bros. Discovery has announced that HBO Max will launch direct-to-consumer in multiple new countries this July as the streamer becomes available in...
13/06/2025
AI voice transcription and captioning platform Verbit has added a new feature to its Captivate ASR solution the ability to identify specific features in automat...
13/06/2025
WASHINGTON Federal Communications Commission member Anna Gomez has wrapped up two weeks in California visiting broadcasters, television studio executives, enter...
13/06/2025
WASHINGTON The U.S. House of Representatives voted mostly along party lines to approve a rescission package that would cancel $9.4 billion in previously approve...
13/06/2025
At InfoComm 2025, AJA Video Systems announced DRM2-Plus, an intuitive, high-capacity 3RU frame that can neatly house up to 24 AJA Mini-Converters. Tailored to s...
13/06/2025
Cinema advertising leader to leverage AOS and suite of AI-enabled solutions to optimize forecasting, yield management, and streamlined ad sales and operations a...
13/06/2025
Manfrotto has launched the ONE Hybrid Tripod, a new support system designed specifically for professional content creators working with mirrorless cameras acros...
13/06/2025
Leading video software provider, Synamedia, today announced that its Media Edge Gateway (MEG), an ATSC 3.0 software-based IRD, now supports Device Security requ...
13/06/2025
LiveU, the global leader in live IP-video contribution, production and distribution solutions, is deepening its commitment to the German-speaking market with th...
13/06/2025
Chaos, the leader in architectural visualisation software, today announces Chaos Corona 13, giving archviz designers new ways to add eye-catching style and flai...
13/06/2025
PALI's Nena Music Video Shot with Blackmagic Design
Brie Clayton June 12, 2025
0 Comments
Blackmagic Cinema Camera 6K and DaVinci Resolve Studio b...
13/06/2025
OddBeast Powers Up iRobot's Newest Roombas with Suite of CGI Launch Assets
Brie Clayton June 12, 2025
0 Comments
The motion design and production ...
13/06/2025
On Chick Coreas Birthday, a Newly Uncovered Archival Release The Visitors, composed by Corea and performed by vibraphonist Gary Burton and pianist Kirill Gers...
13/06/2025
In fulfilment of a recommendation by the Government's Expert Advisory Commit...
13/06/2025
SVG Sit-Down: Backblaze's Gleb Budman Talks Products, Partnerships, and the ...
13/06/2025
SVG Sit-Down: DAZN's Walker Jacobs Calls Streaming the FIFA Club World Cup ...
13/06/2025
New Sponsor Spotlight: Vecima Networks' Paul Strickland on How Improving QoE...
13/06/2025
Pitch Perspective: Where's Next for Specialty Cameras in Soccer? Leaders from Sky Austria and ACS discuss the possibilities of camera placement pitchside B...
13/06/2025
Premiership Rugby Final 2025: Vintage clash between Bath and Leicester gets full...
13/06/2025
Premiership Rugby Final 2025: TNT Sports gears up for Bath vs Leicester battle w...
13/06/2025
NCAA Men's College World Series: ESPN Adds Two-Point SupraCam, Invests in Ne...
13/06/2025
New FSWX signal and spectrum analyzer with novel architecture overcomes limits o...
13/06/2025
Apple today announced the addition of iPad to Self Service Repair, providing iPad owners with access to repair manuals, genuine Apple parts, Apple Diagnostics t...
13/06/2025
CUPERTINO, CALIFORNIA Apple today previewed iOS 26, a major update that brings a beautiful new design, intelligent experiences, and improvements to the apps use...
13/06/2025
At Apple's Worldwide Developers Conference (WWDC), Apple unveiled Apple Games, an all-new destination designed to help players jump back into the games they...
13/06/2025
Industrial AI isn't slowing down. Germany is ready.
Following London Tech Week and GTC Paris at VivaTech, NVIDIA founder and CEO Jensen Huang's Europea...
12/06/2025
In 2018, Spotify launched Heart & Soul, a mental health initiative developed to ...
12/06/2025
50 Years Strong: SBS and NITV Supercharge NAIDOC Week 2025 in a joint 50th celeb...