autonomoussystem.app

#Autonomous System | Applications

#Renu Robotics | Vegetation management

#Symetri | Tailored Systems

#ABB | Utility, industry, transportation and infrastructure

#Mecademic | Robotics

#Precise Automation | Industrial collaborative robots, motion control

#Universal Robots | Collaborative robots

#Cognex | Machine vision systems | Sensors | Barcode readers

#Koerber Supply Chain | Supply Chain Cloud Solution

#The Fabricator | News for metal fabrication professionals

#Spot robot | Radiation mapping autonomously | Gamma ray sensors | Personal dosimeters | Neutron detection | Alpha inspection with pancake sensors| Ability to withstand large amounts of radiation | Cabability to carry a variety of radiation detection payloads | Ongoing safe operation and eventual decommissioning of nuclear power plants | Machine learning algorithms | AI | Boston Dynamics

#Springer Professional | Computing

#Flow Robotics | Pipetting robot | Integrated magnetic deck, a coldplate, a cooling block, and a shaker with or without temperature control | Loops in washing steps for DNA purification or ELISA | Break points for protocols including incubation | Setting a timer in the program | Bottom touching the pipette after dispensing | Liquid level detection | Protocol optimization

#Sea Machines | Artificial Intelligence Recognition and Identification System | Detects, tracks, classifies and geolocates objects, vessel traffic and other potential obstacles

#Ecorobotix | Smart spraying

#Kalmar | Plans for highly automated port | Strategy for easing global supply chain congestion | Container lines reeling in record profits

#Locus Robotics | Autonomous mobile robot | AMR

#Carbon Robotics | Autonomous LaserWeeder Robot | Deep Learning | Laser | Lidar Sensor | Nvidia | Cumming

#Naio Technologies | Agricultural robotics solutions

#Boston Dynamics | Firefighting robot | Spot | Robot dog | New York City Fire Department | FDNY | Search and rescue missions | Measuring the concentration of gases and chemicals | Chemical attack | Natural disaster | Industrial accidents | Ultrasonic inspections of rotating equipment with Fluke SV600 | Early detection of bearing failures before they lead to costly breakdowns | Operators can capture critical data without the need for additional inline sensors or manual inspections | Leica BLK ARC payload | Autonomous routines | Repeatable laser scans | Precise 3D data for tasks like factory design, equipment installation, and change management | Spot can identify and avoid obstacles requiring additional caution in dynamic environments, including carts, wires, and ladders | Spot Hardware Updates | Tablet Controller Pro | Ergonomic joysticks, longer battery life, and HDMI pass-through | Spot robit operates in temperatures up to 55°C | Core I/O antenna upgrade enhances range and reliability | AI Institute | Artificial intelligence (AI) | Robotics | Intelligent machines | Cognitive AI | Athletic AI | Organic hardware design

#Industrial Omron | Sensing and control technology

#Anybotics | Manipulation payload | Autonomous maintenance tasks | Powerful and torque-controlled arm | Flexible sensor integration | Open software architecture | Access to low-level joint control for developers | System equipped with NVIDIA Jetson GPU | Onboard execution of AI models and real-time perception algorithms | Integrated platform enables advanced mobile manipulation, such as agile tool use, object handling, and real-time interaction in unstructured environments | Human–robot collaboration | Heavy payload handling | Complex tasks | Intelligent, autonomous legged robotics | Legged robotics research package | Collaboration with Duatic, an ETH Zurich spin-off | Workforce App | Operate ANYmal robot from device | Set up and review robot missions | Industrial Inspection

#Astera Labs | Intelligent Connectivity Platform | High-speed connectivity integrated circuits (ICs), modules, boards | Connectivity System Management and Optimization Software | Providing hyperscaler customers ability to deploy and operate high-performance AI and cloud infrastructure | Software-defined IC architecture | Distributed microcontrollers and sensors | Real-time link and device monitoring | Smart Fabric Switches | PCIe 6 fabric switch | Delivering maximum predictable performance to increase GPU utilization | Protocol and performance optimization for increased data transfer efficiency | Real-time telemetry data | Built-in protocol analyzer with link state history and timestamps | Full non-destructive eye scan for RX Lane margining | Self-test features to minimize link downtime and accelerate fault isolation | AI scale-up (GPU-to-GPU) | AI clusters | Generative AI applications | Nvidia supplier

#Amazone | Farming machinery

#ChcNav | Object Analysis | Object Detection | Autonomous Vehicle | Integrated IMU RTK technology | GNSS RTK engine | Calibration free high end IMU sensor | Advanced GNSS tracking capabilities | High end connectivity modules: Bluetooth, WiFi, NFC, 4G, and UHF radio modem | Base to rover surveying up to 5 km | Embedded 624-channel GNSS technology for GPS, GLONASS, Galileo and BeiDou signals

#Iviso | Software Engineering

#Ansys | Automated design reliability analysis software

#RocketDNA | Broad Area Beyond Visual Line of Sight (BVLOS) Self-Assessment Trial | Groundbreaking self-assessment capability gained | Faster Drone-in-a-Box deployments | The first commercial operator approved under CASA new self-assessment trial | Capability to self-assess and commence operations within days | Enterprises operating across multiple sites - particularly in mining, agriculture, and industrial sectors - new projects can start faster, site expansions supported immediately, autonomous drone benefits realised quicker | RocketDNA operated BVLOS missions from Remote Operations Centre (ROC) since 2022 | Developed robust safety management systems | Refined operational procedures through thousands of flights | Built deep expertise in risk assessment and mitigation | Established proven track records with the regulator | Operating safely around active industrial sites and infrastructure | Navigating overlapping safety frameworks (aviation, mining, workplace safety) | Working seamlessly with existing site operations and security protocols | Meeting the uptime and performance standards enterprise customers demand | Deployment and installation at client site | Remote operations from certified Operations Centre | Maintenance and compliance for all equipment | Data processing and delivery in preferred formats | Drone capability can move with operational priorities, not lag weeks behind them | Ability to quickly deploy drone to new locations | Running comparative trials across different sites | Autonomous drones can handle mine stock pile flights automatically on a set schedule | Volume calculations and 3D models are ready within hours | Automated flight patterns give consistent image overlap and quality. | Better data for planning | Fewer surprises at end of month | Docked drone systems sit in weatherproof unit that houses drone and its charging and communications systems | Base station arrives on site pre-mounted on a skid to make installation simple | Off-grid power options like hybrid solar, battery, and diesel | When scheduled or triggered manually, roof slides open, drone takes off, flies a pre-set route, and returns to recharge | Data uploads automatically, streaming live to team via Starlink, LTE/5G, or site network | SurveyBot start from around $50–60k | Rio Tinto Gudai-Darri mine designed around autonomous haulage and remote operating centres | Mine planning, drill and blast, environmental, and geotechnical teams all needed regular surveys and imagery to support their work | Autonomous haulage fleet is running continuously | Reducing the number of manual vehicle movements into the pit | Giving multiple departments faster access to survey imagery and data | Freeing surveyors from routine flying | With more than 190 square kilometres of mine to cover | Automating routine missions with docked drone system, but retaining manual flights for specialised jobs | Satellite connections with Starlink meant system could be brought online with a simple antenna

#Supplychain247 | Online community of supply chain

#Adexa | Supply chain planning

#Port Automation | Supply chain automation | Software assisted cranes | Autonomous vehicles | Digital checkpoints | Metrics: average minutes to unload a container, hours a ship spends in port to complete delivery of its cargo | Container Port Performance Index | Fully automated cargo handling equipment | Automated terminals | Automated cranes | More than 300 seaports in USA contributed $5.4 trillion to the economy before the pandemic | Los Angeles and Long Beach, California Ports | American Association of Port Authorities | Blomberg Business News

#ECA GROUP | Robotics | Automated Systems | Simulation Industrial Processes

#Lodige Industries | Elevating transfer vehicles | Three directional automated ULD storage and handling system for storage positions | International export goods supervision warehouse

#DNV | Certificates

#Argo | Improving float lifetimes | Powered by lithium or hybrid batteries | Iridium transmitters | Mission parameters can be transmitted | Floats carry GPS devices | Ice detection | Ice Sensing Algorithm | Ice sensing algorithm parameters locally tuned to reflect the regional sea ice | New float design to dive all the way to the ocean floor (6000 m) | Floats with spherical shapes | Hulls made of glass | CTD sensor on the float for temperature, salinity and pressure measurements | Measuring biogeochemical (BGC) parameters | Oxygen, pH, nitrate, chlorophyll a, backscattering and irradiance sensing

#JAKA Robotics | Graphic Programming | Set and adjust positions and tasks with ease | Drag Teaching | Moving the cobot to any position, and it will memorize it instantly | JAKA APP | Teaching the robot | Remote Monitoring | Monitor robot tasks and set alerts

#Bosch Rexroth | Autonomous construction, agriculture, mining, and municipal vehicles | Electric and hydraulic actuators | Automation functions on demand | Over-the-air updates for entire fleets | Virtual Walls: Protect defined areas within reach of the vehicle.for Excavator, Wheel loader Telehandler | Smart Hydraulics | Components equipped with intelligent and integrated sensors, and control functions | Comprehensive portfolio of smart components | Mobile off-highway machines with eOC and eCC | eoC: intelligent hydraulic components with a standardized and modular software architecture, allowing to create a customized solution for work functions of mobile machine | eOC BODAS Valve Control | eOC BODAS Pump Control | The combination of both, the eOC System Solutions | eOC BODAS Valve Control: customizable valve actuation functions, CAN joysticks, pedals, and EH-controlled main valves | eOC BODAS Pump Control: CAN communication between pump and diesel engine | eOC system solutions: combining eOC BODAS Valve and Pump Control in a single electronic control unit | eCC: hydromechanical control functions to electromechanical components and thus to software | eCC BODAS Pump Control: reduce hydraulic hardware to the essentials and control hydromechanical functions such as pressure cut-off and various control functions using software

#MassRobotics | Ori | Ikea | Boston Seaport District | Amazon | Google | Mitsubishi Electric | Computer Science and Artificial Intelligence Laboratory (CSAIL) at MIT | Cybernetix Ventures

#VARTA | Application Specific Batteries (ASB) | Energy Solutions

#GAM | Robotic and servo gear | GPL Robotic Planetary | GCL Cycloidal | GSL Strain Wave | Precision Rack & Pinion | Linear Mount Products for Cartesian Robots

#AiFi | Autonomous retail | Cashierless AI powered retail solution | AiFi app | Computer vision | AI learning about scenarios | Simulated environments to train the AI algorithms and the models | Calibration algorithms allowing to recreate the shopping environment in 3D | Cameras tracking customers throughout their shopping journey

#Bayraktar | Bayraktar TB2 | Tactical Armed UAV System Platform | Ground Control Station | Ground Data Terminal | Remote Display Terminal | Advanced Base with Generator and Trailer modules | Medium Altitude Long Endurance (MALE), Tactical Unmanned Aerial Vehicle | Conducting Intelligence, Surveillance and Reconnaissance (ISR) and armed attack missions | Onboard avionic suite with a triple redundant avionic system | Fully autonomous taxiing, take-off, landing and cruise | 18,000 Feet Operational Altitude | 27 Hours Maximum Airtime | Fully Automatic Flight Control | 3 Redundant Autopilot System (Triple Redundant) | Fully Automatic Landing and Take-off Feature Without Dependence on Ground Systems | Navigation with Internal Sensor Fusion Without Dependency on GPS | 25,000 Feet Max Altitude | 105 Hp Internal Combustion Injection Engine | 300 Liters Gasoline tank | 4 Laser Guided Smart Ammunition | 150 kg payload | 70 knot - 120 knot speed | <300 km communication range | Baykar Real Time Imagery Transmission System (BGAM) | BGAM allows users to watch live broadcasts securely on the network or on tablets using the mobile application via internet | Users can take multi tag notes on the system | Saved tags and labels will facilitate the search through archive videos | Mission log can be created and then exported

#Carling Technologies | electronic switching | electromechanical controls | electromechanical switches

#Jetson Orin Nano | Nova Orin reference platform for autonomous mobile robots (AMRs) | 40 trillion operations per second (TOPS) of AI performance | NVIDIA Ampere architecture GPU | Arm based CPU | Deep learning and vision accelerators | ultimodal sensor support

#ICEYE | Synthetic aperture radar (SAR)

#Harmonic Drive | Precision servo actuators | Gearheads | Gear component sets

#QC Conveyors | Automation Series Conveyors

#Boston Dynamics | Stretch robot | NFI | Third party logistics provider (3PL) | Unloading trucks and containers | Moving freight through facilities | Inbound and outbound distribution centers

#NVIDIA | GPU Deep Learning | GPU acting as the brain of computing | Robots and self driving cars can perceive and unferstand the world | Accelerating the entire AI workflow | AI agents designed to reason, plan, and act | Conversational AI: multilingual speech and translation AI | Vision AI: multimodal real-time insights | AI factories: manufacturing intelligence at scale | Purpose-built AI factories | AI life-cycle | Humanoid robotics research and development platform | Machine Learning | Neural networks | Natural language processing | Speech recognition | Recommender systems | Biomedical image segmentation | Object detection | Image classification | Reinforcement learning

#General Atomics | Air to Air Laser Communication System | Crosslinks from aircraft to other platforms such as unmanned aircraft, maritime vessels, and space systems

#Catepillar | Cat Command for Excavating | Remote control system | Cat Command station | Non line of sight remote control | Improving machine productivity | Fast restart of operations | Virtual cab with familiar controls and machine displays | Up to five different machines controlled by one user | Access to machine setting just like in the machine | Solution to workforce shortages | Training advantages for newer operators | Opportunities to those with physical limitations | Attracts a new generation of workers | Increases the longevity of experienced operators

#SatelIoT | IoT connectivity over standard 5G NB-IoT

#Jetson Orin Modules | NVIDIA | Advanced robotics and edge AI applications | Manufacturing | Logistics | Retail | Service | Agriculture | Smart city | Healthcare | Life sciences

#Deep Mind | Gemini Robotics | Vision language action | Multimodal reasoning | Real-world understanding | Gemini Robotics On-Device VLA model is optimized to run locally on robotic devices | Strong general-purpose dexterity and task generalization | Optimized to run efficiently on the robot itself | Gemini Robotics SDK | MuJoCo physics simulator | Foundation model for bi-arm robots | Completes highly-dexterous tasks like unzipping bags or folding clothes — all while operating directly on the robot | Trained model for ALOHA robots first | Adapted model to bi-arm Franka FR3 robot and Apollo humanoid robot by Apptronik | Generalist model can follow natural language instructions and manipulate different objects

#Nscale | UK-headquartered AI infrastructure provider | Nscale AI Campus in Loughton | UK largest AI supercomputer | Microsoft’ Azure services | 23,040 NVIDIA GB300 GPUs | Nscale, OpenAI and NVIDIA are together establishing Stargate UK

#Figure AI | Designing robots for the real world | Helix generalist humanoid Vision-Language-Action model reasoning like a human | Figure Exceeds $1B in Series C Funding at $39B Post-Money Valuation | Accelerating efforts to bring general-purpose humanoid robots into real-world environments at scale | Round led by Parkway Venture Capital | Significant investment from Brookfield Asset Management, NVIDIA, Macquarie Capital, Intel Capital, Align Ventures, Tamarack Global, LG Technology Ventures, Salesforce, T-Mobile Ventures, and Qualcomm Ventures | Unlocking the next stage of growth for humanoid robots | Scaling AI platform Helix and BotQ manufacturing | Scaling humanoid robots into homes and commercial operations | Building next-generation GPU infrastructure to accelerate training and simulation | Powering Helix core models for perception, reasoning, and control | Launching advanced data collection of human video and multimodal sensory inputs

#Solinftec | AI based solutions for agriculture

#AkzoNobel | Aerospace Coatings | Digital, data driven service | Tailoring and optimising coating replacement | Manual and drone operated inspections | Database of every aircraft in a fleet | Drone machine learning algorithm analyses photos and identifies issues on paint surface | Aircraft repainted only when needed

#Synthesia | Using AI for the process of content creation | Make video content without cameras, microphones or studios | Turning text into a professional video with an AI Avatar | Creating high quality training videos easily | Converting subject matter experts written text to spoken content in over 120 languages, dialects and tone | Keeping video library up to date without rerecording | Speeding up reviews and communication by tagging teammates and leaving comments | Embedding synthetic videos in existing learning and training tech stack

#Hexagon | AEON humanoid | Dexterous hands | Multimodal sensor suite | Mission control system | Top speed: 2.4m/s | Weight: 60kg | Height: 165cm | Battery: Auto-swap | Payload: 15 kg short-term, 8 kg constant carry | Degrees of freedom: 34

#LUCID | Automated Wood Surface Inspection Using Machine Vision Cameras

#Ecorobotix | Precision smart sprayer | AI software system | Targeted Treatment with Size | Differentiation between monocot and dicot weeds | Crop row recognition | Customizable safety zones

#BrainChip | Licenses AI accelerator hardware designs combined with state-of-the-art development tools and advanced neural network models | Bringing on device intelligence to any chip design | Processor IP uses sparsity to focus on the most important data, inherently avoiding unnecessary computation and saving energy at every step | State-space model architecture tracks events over time instead of sampling at fixed intervals, skipping periods of no change to save energy and memory | Edge AI audio processing | Enablinging real-time video and image processing directly on-device | Processing data from sensors like accelerometers, gyroscopes, microphones, radar, and environmental monitors directly on-device | Continuous health tracking that fits Into small wearables | In cabin sensor-based occupant detection system | No unending cloud fees | Support real-time streaming data | Keeps working, even without a network connection | Data stays on device, not in cloud | No transmissionsvmeans less risk of interception | Akida Development Environment (MetaTF) machine learning framework | Processor IP simulator | Python API for neural networks | Conversion Tool (cnn2snn) to convert models to a binary format for model execution on an Akida platform | PCIe Development Board featuring AKD1000 neuromorphic processor in standard PCIe form factor | Akida AKD1000 card features built in capabilities to execute networks without host CPU | BrainChip and VVDN created Akida Edge AI Box for applications such as video analytics, face recognition, and object detection | Event-based neural processor | Models include audio denoising, automatic speech recognition, and language models | Building edge hardware systems that can execute LLMs to provide domain-specific intelligent assistance at the Edge | Building models using an extremely compact LLM topology | Temporal Event Neural Networks (TENNs) based on state-space models combined with pre-processing information in a RAG system | Stand-alone, battery-powered AI assistant that covers huge amount of information

#movu | Automated warehouse solution

#Encoder | Industrial automation connectivity | EtherNet/IP ready encoders | Wiegand Sensors, converting motion to electrical energy for consistent pulses without a power source

#Retro Biosciences | Autonomous Research System | Automating key experiments to increase research velocity | Parameterized algorithmic wetlab methods in Python | Micro LIMS (Lab Information Management System) | Robotic scheduler | Computational Biology | Computational biology tools (scVI, Scanpy) | ML frameworks (PyTorch, JAX) | Systems programming languages (Rust, C++) | Lab robotics (e.g. Opentrons, Hamilton, Tecan, MGI

#Forterra | Autonomous Driving System | AutoDrive Software Suite | Manages dynamic driving tasks in real time across operational and tactical functions | Localization | Perception | Behavior generation | Command and control communications with base vehicle drive-by-wire to accomplish complex missions | On-site or remote operators can direct, re-direct or suspend autonomous traffic | Remote monitoring of multiple vehicles, remote driver assistance, and remote driver take-over | Autonomous applications for logistics and distribution | Distribution Centers | Natural Resource Harvesting and Processing | Autonomous applications for defense | Resupply Platoons/Convoys | Surveillance | Reconnaissance | Last Mile Tactical Logistics

#Blue Atlas Robotics | Self-operating service robot that performs underwater surveys | Shared data platform collecting data from selected Nordic vendors of airborne and subsea drone systems | Sentinus 2 robot live-streamed high-quality underwater data during subsea surveillance operation using 5G in controller unit | Smultaneous aerial streams, enabling comprehensive surveillance solution that covered both above and below water | With minimal equipment, mission preparation becomes effortless, offering greater flexibility | Vision-lock to target for efficient mission ensuring the best quality of data | Point clouds | 3D models | Underwater assets managrment | Visual inspection outputs for vessel bottoms | In-water propeller inspections | Sea chest inspections | Inspecting bow thrusters

#ARM Institute | Manufacturing Innovation Institute (MII) | Funded by Office of Secretary of Defense | Part of Manufacturing USA Network

#Croq | AI inference technology | Language Processing Unit (LPU) | Email AI agent | Answer Engine | CroqChat

#Google DeepMind Technologies Limited | Creating advanced AI models and applications | Artificial intelligence systems ALOHA Unleashed and DemoStart | Helping robots perform complex tasks that require dexterous movement | Two-armed manipulation tasks | Simulations to improve real-world performance on multi-fingered robotic hand | Helping robots learn from human demonstrations | Translating images to action | High level of dexterity in bi-arm manipulation | Robot has two hands that can be teleoperated for training and data-collection | Allowing robots to learn how to perform new tasks with fewer demonstrations | Collectung demonstration data by remotely operating robot behavior | Applying diffusion method | Predicting robot actions from random noise | Helpung robot learn from data | Collaborating with DemoStart | DemoStart is helping new robots acquire dexterous behaviors in simulation | Google collaborating with Shadow Robot

#Agile Cold Storage | Cold Storage | Swisslog client

#Formant | Cloud platform for robotics companies

#Neptune Labs | neptune.ai | Tracking foundation model training | Model training | Reproducing experiments | Rolling back to the last working stage of model | Transferring models across domains and teams | Monitoring parallel training jobs | Tracking jobs operating on different compute clusters | Rapidly identifying and resolving model training issues | Workflow set up to handle the most common model training scenarios | Tool to organize deep learning experiments

#Tampere University | Pneumatic touchpad | Soft touchpad sensing force, area and location of contact without electricity | Device utilises pneumatic channels | Can be used in environments such as MRI machines | Soft robots | Rehabilitation aids | Touchpad does not need electricity | It uses pneumatic channels embedded in the device for detection | Made entirely of soft silicone | 32 channels that adapt to touch | Precise enough to recognise handwritten letters | Recognizes multiple simultaneous touches | Ideal for use in devices such as MRI machines | If cancer tumours are found during MRI scan, pneumatic robot can take biopsy while patient is being scanned | Pneumatic device can be used in strong radiation or conditions where even small spark of electricity would cause serious hazard

#Slack | Workplace messaging app | Hosts agents from platforms its customers use | Suite of AI agents | Agentforce lets people talk to their data on Salesforce and take action on tasks

#UC Berkeley, CA, USA | Professor Trevor Darrell | Advancing machine intelligence | Methods for training vision models | Enabling robots to determine appropriate actions in novel situations | Approaches to make VLMs smaller and more efficient while retaining accuracy | How LLMs can be used as visual reasoning coordinators, overseeing the use of multiple task-specific models | Utilizing visual intelligence at home while preserving privacy | Focused on advancements in object detection, semantic segmentation and feature extraction techniques | Researched advanced unsupervised learning techniques and adaptive models | Researched cross-modal methods that integrate various data types | Advised SafelyYou, Nexar, SuperAnnotate. Pinterest, Tyzx, IQ Engines, Koozoo, BotSquare/Flutter, MetaMind, Trendage, Center Stage, KiwiBot, WaveOne, DeepScale, Grabango | Co-founder and President of Prompt AI

#Advanced Navigation | Inertial measurement unit (IMU) | Heading reference system (AHRS) | Acoustic navigation | AI-based acoustic processing techniques | Subsea transponder | Sidney, Australia

#Wealth Catalyst | AI powered Cryptocurrency Trading Platform | Cloud-based Time Leap feature gives software a 0.01-second headstart in the market |.VPS technology ensures excellent real-time order execution | Analyzing data from over 22 technical, fundamental, and sentimental analysis tools to generate highly profitable trading signals | Low starting capital of $250 | Supporting major Credit/Debit cards, eWallets, and local Bank Wire, with no fees attached to deposits and withdrawals | Demo Account | Bitcoin, Ethereum, Monero, BAT, and IOTA | Forex pairs (e.g. EURUSD) | Commodities (Oil...) | Stocks (Coca-Cola....)

#Omega | Dark Side of the Moon | Breakthrough ceramic technology | Completely redesigned cases, crowns, dials and pushers crafted from advanced black, grey or white ceramic | Co-Axial Master Chronometer Calibres, certified to resist magnetic fields up to 15,000 gauss and visible through sapphire casebacks | Official Timing Partner of the U.S. Olympic Team | Since 1932 brought its renowned precision, expertise, and technical innovation to Olympic Games, separating the margins between gold, silver, and bronze, and serving each athlete during their career-defining moments

#John Deere | Deere Reports Net Income of $1.065 Billion for Fourth Quarter, $5.027 Billion for Fiscal Year | $3.93 per share | Outlook for small ag and construction and forestry improves | Worldwide net sales and revenues increased 11%, to $12.394 billion, for the fourth quarter of 2025 | Diverse customer segments and geographies | Continued commitment to delivering customer value | Focusing on operational efficiency | Remaining resilient | Demonstratung the strength of business | Commitment to inventory management and cost control | Expectung growth in small agriculture & turf and construction & forestry | Mowers | Tractors | Utility vehicles | Electric Equipment

#IQM | Building quantum computers | Full-stack quantum computers | Helping to create ecosystems for the quantum community worldwide | Customers have full access to and control of their machines | Commercial-grade assembly operations built | SDK ensuring seamless HPC integration | IQM Crystal: a square-lattice topology with four nearest neighbors and fast parallel gates | IQM Star 24: accessible through cloud platform, IQM Resonance | Quantum Low-Density Parity-Check (QLDPC) codes | Aiming is to achieve a logical error rate of 10**(-9)

#LangChain | Platform helps teams deploy, scale, and manage AI agents | Native GitHub integration | Debugging and iterating faster visualizing agent trajectories and experimenting on the fly with LangGraph Studio, the agent IDE | Managing agents across teams | Generative AI ecosystem | Comparison View | Hotkeys in Annotation Queue | Tools to evaluate response quality: correctness | Pinecone | Specialized agents work better than bloated generalists | Shift toward multi-agent ecosystems designed for specific workflows

#Boom Supersonic | Superpower, 42-megawatt natural gas turbine designed to power AI data centers | Superpower is designed for waterless operation in hot, dry conditions | Crusoe AI infrastructure provider, has placed a 1.21-gigawatt order for 29 Superpower turbines worth $1.25 billion

#Crusoe | Managed AI services | Inference engine | Optimized for Llama, Gemma, Gpt-oss, Qwen, DeepSeek | Crusoe Cloud is purpose-built for AI | Crusoe data centers are purpose-built to handle the most intensive AI workloads

#Blue Energy | Designing power plants that can be mass-produced now as a stepping stone | Manufacturing nuclear power plants at existing fab yards and shipyards—delivering predictable cost, reliable timelines, and guaranteed performance | Blue Energy uses mature light water reactors | Reactor building is submerged in a pool that provides defense-in-depth | Plant and turbine hall can be energized with gas in three years while nuclear island is licensed and installed—giving offtakers timeline certainty.| Compact footprint and prefabricated design allow sites to start with a single reactor and scale to gigawatts over time | Blue Energy finances, builds, owns, and operates its power plants | Planning power plant in Texas that will supply 1.5 gigawatts of electricity to new data center, initially using natural gas systems and eventually shifting to small reactors, Port of Victoria campus, southwest of Houston, is expected to begin delivering electricity to Crusoe Inc data center

#Microsoft | Rho-alpha robotics model | Rho-alpha translates natural language commands into control signals for robotic systems performing bimanual manipulation tasks | It expands perceptual and learning modalities beyond those used by Vision Language Action (VLA) models | For perception it adds tactile sensing accommodating modalities such as force | Optimization of Rho-alpha training pipeline and training data corpus | Co-training on trajectories from physical demonstrations | Web-scale visual question answering data | Continuing extending model to additional sensing modalities | Training pipeline generates synthetic data via a multistage process based on reinforcement learning using open NVIDIA Isaac Sim framework | Combine simulated trajectories with commercial and openly available physical demonstration datasets | Human operators to set a robot back on track using intuitive teleoperation devices such as 3D mouse

#EdgeIQ | Helping to orchestrate business workflows | DeviceOps: device management | Device provisioning | Fleet management | Lifecycle management | Configuration management | Software updates | Wellness monitoring | Remote diagnostics + remediation | Alerting + Notifications

#Plus ai | Open Platform for Autonomy (OPA) | Software platform | Converting sensor data from radar, lidar, and cameras into actionable intelligence | Building and updating maps to aid in navigation, perception, planning, and localization | OS: Linux, QNX | Luminar