Tag: Technology

  • Personal AI Agent Developer Instinct Secures $1 Billion Series C at $10 Billion Valuation

    Personal AI Agent Developer Instinct Secures $1 Billion Series C at $10 Billion Valuation

    Instinct, a San Francisco-based startup building personal AI agents, has raised $1 billion in a Series C funding round, pushing its valuation to $10 billion. The round was backed by Sequoia Capital, Benchmark Capital, and Coatue, signaling strong investor confidence in autonomous AI assistants.

    The company previously raised $250 million, bringing total pre-Series C funding to $350 million. Reports earlier this month hinted at the $1 billion raise at a $10 billion valuation. Instinct is developing an AI agent that goes beyond answering questions — it can autonomously perform everyday tasks like booking trips, ordering groceries, canceling subscriptions, and making phone calls through its new Concierge service.

    Instinct has also introduced inter-agent communication, allowing multiple Instinct agents to coordinate plans and share files such as documents, images, and spreadsheets. The company remains in early access but has already attracted over 100,000 users, facing capacity pressure from rising demand. The fresh capital will help expand infrastructure and bring the product to more consumers.

    Competition in the personal AI space is heating up. Meta recently launched Muse, a task-oriented AI assistant. Instinct’s funding gives it substantial resources to develop privacy and security measures, including isolated environments, temporary credentials, and execution controls. The company aims to turn its early-access product into a widely used consumer service as demand for truly autonomous personal agents continues to grow.

  • From Code to Your Smartphone: The Complete Process of Mobile OS Updates

    From Code to Your Smartphone: The Complete Process of Mobile OS Updates

    When you tap ‘Download and Install’ on a mobile OS update, you’re triggering a process that began months earlier with software developers writing code. This article explains the entire journey of a mobile operating system update, from initial development to the moment it lands on your device.

    Development: Where Updates Begin

    Mobile OS updates start with software engineers creating new features, security patches, and system improvements. Individual components are tested before being integrated into larger builds. Major releases may introduce redesigned interfaces, new privacy controls, or updated system applications, while security updates focus on vulnerabilities and stability.

    Hardware Integration: Adapting to the Device

    An operating system cannot work without compatible hardware. Processors, cameras, modems, and displays require drivers and firmware to communicate with the OS. Chipset manufacturers play a key role, which is why Android updates often reach different models at different times. Manufacturers must adapt the OS to their specific hardware configurations, including user interface modifications and device-specific functions.

    Testing: Multiple Stages of Quality Assurance

    Before release, updates undergo extensive testing. Engineers check core functions like calling, messaging, Wi-Fi, Bluetooth, cameras, and battery management. Beta programs provide additional feedback from real users, helping developers catch issues that internal testing might miss.

    Certification and Carrier Approval

    For some devices, mobile operators test updates to ensure network compatibility. This stage can cause variations in update timing between countries and carriers.

    Distribution: OTA and Staged Rollouts

    Once testing is complete, the update is packaged for over-the-air (OTA) delivery. Companies often use staged rollouts, releasing the update to a small percentage of users first. If serious problems are found, distribution can be paused.

    Installation: What Happens on Your Phone

    Your smartphone periodically checks for updates. When available, it verifies the package’s authenticity, then replaces or updates system components. The device may restart several times. Modern recovery mechanisms help prevent bricking if the installation fails.

    Why Updates Arrive at Different Times

    Timing depends on device model, region, manufacturer, chipset, carrier requirements, and testing status. Older devices may follow different schedules. For Android, the many hardware configurations mean additional adaptation stages.

    Post-Installation

    After installation, the phone performs background tasks like app optimization and file reorganization. Users may notice new features, interface changes, or performance differences. Follow-up patches can address bugs discovered after wider deployment.

    Frequently Asked Questions

    • Why do smartphones receive OS updates at different times? Timing varies due to hardware adaptation, testing, carrier requirements, and regional distribution schedules.
    • What does OTA mean? OTA stands for Over-The-Air, allowing updates to be downloaded and installed directly without cables or service center visits.
    • How does hardware affect updates? Components like processors and cameras require compatible drivers, necessitating hardware-specific testing and adaptation.
    • Can a failed update brick my phone? Modern smartphones have recovery mechanisms to protect system integrity and recover from installation failures.
    • Why are staged rollouts used? They allow manufacturers to monitor updates on a small group and pause distribution if serious issues arise.
  • 9 Ways Artificial Intelligence Is Transforming the Dining Experience in Restaurants

    9 Ways Artificial Intelligence Is Transforming the Dining Experience in Restaurants

    The restaurant industry is embracing artificial intelligence to streamline operations, enhance customer experiences, and reduce waste. From smart ordering systems to predictive maintenance, AI is reshaping every aspect of dining. Here are nine key ways smart systems are changing the way restaurants operate.

    1. Smart Ordering Systems

    AI-powered ordering systems process customer requests quickly, reduce ordering errors, suggest relevant items, and streamline communication between diners, staff, and kitchens.

    2. Personalized Menu Recommendations

    AI analyzes customer preferences, previous orders, dietary choices, and purchasing patterns to recommend menu items tailored to individual dining preferences.

    3. AI-Powered Kitchen Management

    Smart kitchen systems monitor orders, cooking times, and workflows, helping restaurants coordinate preparation more efficiently while reducing delays during busy service periods.

    4. Automated Inventory Management

    AI tracks ingredient usage, predicts demand, identifies potential shortages, and helps restaurants manage inventory efficiently while reducing unnecessary food waste.

    5. Dynamic Pricing Systems

    AI can analyze demand, customer behavior, and operating conditions to help restaurants adjust prices or promotions according to changing business requirements.

    6. AI Customer Service

    Chatbots and virtual assistants can answer common questions, provide menu information, handle reservations, and support customers without requiring constant staff intervention.

    7. Food Waste Prediction

    AI systems analyze sales patterns, inventory levels, and demand forecasts to help restaurants prepare appropriate quantities and minimize avoidable food waste.

    8. Smart Restaurant Robots

    Robotic systems can assist with food preparation, delivery, cleaning, and other repetitive tasks, helping restaurants improve operational efficiency during busy periods.

    9. Predictive Maintenance

    AI-powered monitoring can identify unusual equipment behavior and predict potential failures, allowing restaurants to schedule maintenance before breakdowns disrupt operations.

  • How Autonomous Ocean Drones Are Revolutionizing Marine Science and Research

    How Autonomous Ocean Drones Are Revolutionizing Marine Science and Research

    Ocean-monitoring drones are transforming marine research by enabling scientists to study vast, hard-to-reach oceanic environments without constant human presence at sea. These autonomous systems travel across oceans, collect measurements, and transmit information over extended periods, allowing researchers to gather frequent data on temperature, salinity, currents, marine life, and other key conditions.

    Tracking Ocean Conditions: Autonomous drones monitor essential physical properties of seawater, measuring temperature, salinity, pressure, and other environmental parameters as they navigate different areas. Repeated surveys help scientists track changes over time and understand ocean circulation patterns, contributing to research on climate dynamics, marine ecosystems, and subsurface conditions.

    Monitoring Marine Life: Equipped with cameras, acoustic sensors, and specialized instruments, drones collect data on marine animals and their habitats without requiring continuous human supervision. This quieter approach reduces disturbances often caused by traditional research vessels, enabling more accurate studies of animal movements, population trends, and habitat conditions.

    Detecting Pollution: Drone-based sensors and imaging systems can identify changes in water quality, chemical composition, and visible contamination. Autonomous platforms repeatedly survey affected zones, helping researchers understand how pollutants spread and evolve over time. This capability supports environmental monitoring and improves knowledge of pollution sources and impacts.

    Studying Climate Change: Because oceans play a critical role in Earth’s climate, long-term monitoring is essential. Drones access areas that are costly or difficult to reach with conventional methods, collecting months-long data series on ocean temperatures, carbon-related processes, currents, and other climate indicators.

    Reaching Remote Waters: A major advantage of autonomous marine drones is their ability to operate in remote, challenging environments. Deploying research vessels is expensive and resource-intensive, while drones can execute specific missions with minimal oversight, covering larger areas and increasing observation frequency.

    The Future of Marine Science: As sensors, artificial intelligence, navigation systems, and battery technology improve, ocean-monitoring drones will become even more capable. Future platforms will process more data autonomously, and combining drone data with satellite observations and conventional research will give scientists a comprehensive picture of changing marine environments and ocean ecosystems.

  • Essential 3D Printer Accessories Every Owner Should Know About

    Essential 3D Printer Accessories Every Owner Should Know About

    3D printing is an exciting technology that allows you to bring digital designs to life. However, to get the best results and maintain your printer, having the right accessories is essential. This article highlights key accessories that every 3D printer owner should consider, from spare parts to cleaning tools.

    Spare Nozzles

    Spare nozzles are crucial for any 3D printer owner. Nozzles can clog, wear out, or become damaged during regular use. Keeping a set of replacements on hand minimizes printing interruptions. Different nozzle sizes also allow you to experiment with layer thickness, print speed, and material flow for various projects.

    Build Plate Accessories

    Build plate accessories improve print adhesion and make finished models easier to remove. Depending on your printer and filament, different surfaces offer specific benefits. A suitable build plate ensures consistent first layers and reduces issues like prints separating from the surface during printing.

    Digital Calipers

    Digital calipers are invaluable for precise measurements in 3D printing projects. They allow you to measure existing objects, printed parts, and design components with accuracy. This is especially important when creating replacement parts or models that must fit other assemblies or mechanical components.

    Filament Storage

    Proper filament storage is vital because many 3D printing materials absorb moisture from the environment. Moisture can lead to inconsistent printing and affect print quality. Using airtight containers, desiccants, and dedicated storage solutions helps protect your filament and keeps spools in better condition between printing sessions.

    Deburring Tools

    Deburring tools help remove unwanted edges, small imperfections, and excess material from completed prints. They clean holes, edges, and detailed sections after printing. A good finishing tool gives models a cleaner appearance and improves the fit of parts designed to connect with other components.

    Cleaning Tools

    Cleaning tools are essential for maintaining a 3D printer. They remove residue from components and surfaces. Depending on the printer, you may need brushes, scrapers, and other dedicated tools. Regular cleaning supports reliable operation and prevents accumulated material from interfering with subsequent print jobs.

    Nozzle Cleaning Kit

    A nozzle cleaning kit is useful when printing material lodges in the nozzle and causes minor blockages. Fine cleaning needles and related tools are designed for this purpose. Keeping a kit on hand simplifies troubleshooting and routine maintenance, especially for frequent users or those working with different filament materials.

    Investing in these accessories can significantly improve your 3D printing experience, ensuring consistent quality and longer printer life.

  • Apple Cuts iPhone Duo Shipment Forecast to 6 Million Units Due to Hinge Production Challenges

    Apple Cuts iPhone Duo Shipment Forecast to 6 Million Units Due to Hinge Production Challenges

    Apple’s first foldable iPhone, the iPhone Duo, is facing tighter supply at launch after analyst Jeff Pu revised his 2026 shipment forecast downward. The company unveiled the device on September 9, with Indian preorders beginning October 16 and sales starting October 23.

    Pu now expects Apple to ship approximately 6 million Duo units this year, down from his earlier estimate of 7 million. In a research note cited by 9to5Mac and Times of India, he attributes the reduction to ‘hinge constraints’ rather than weaker demand.

    The production issue could limit early availability as Apple scales its first foldable design for global distribution. By comparison, Apple anticipates shipping around 72 million iPhone 18 Pro and Pro Max units during 2026—roughly twelve times the expected iPhone Duo volume. This gap underscores the manufacturing challenges inherent in foldable hardware compared to standard flagship phones.

    The iPhone Duo features a precision titanium hinge and a layered inner OLED display. It boasts a 7.6-inch inner display and a 5.4-inch outer screen, powered by an A20 Pro chip and a 48MP Dual Fusion camera system. Storage options range from 256GB to 2TB, with Indian pricing starting at Rs. 2,99,900.

    Apple will open preorders in India at 5:30 PM IST on October 16 through its sales channels, with availability beginning October 23 via Apple’s online store and selected partner retailers across India. Reports indicate that hinge manufacturing requires tight tolerances, making production scaling more difficult than conventional iPhone assembly. Supplier yield issues can further reduce usable hinge components when manufacturers apply strict quality checks. Additional reliability testing may also slow production as Apple validates the folding mechanism for repeated use.

    Limited output could lead to longer delivery windows, especially for higher storage configurations during the opening sales period. Apple has not indicated a launch delay, and current information points toward constrained quantities rather than postponement. The shipment revision places the hinge at the center of the iPhone Duo’s early availability challenges.

  • iPhone 18 Pro vs Foldable iPhone Ultra: Which Apple Phone Should You Choose in 2026?

    iPhone 18 Pro vs Foldable iPhone Ultra: Which Apple Phone Should You Choose in 2026?

    Apple is gearing up for a pivotal September 9, 2026, event, where the company is expected to unveil its next-generation iPhone 18 Pro lineup alongside its first-ever foldable device, often referred to as the iPhone Ultra. This marks a rare moment for Apple, offering consumers a choice between a familiar, refined flagship and a bold, experimental new form factor. Both phones promise cutting-edge technology, but they cater to different priorities. Here’s a detailed comparison to help you decide which one is worth your money.

    iPhone 18 Pro: The Safe, Refined Choice

    The iPhone 18 Pro continues Apple’s tradition of incremental but meaningful upgrades. According to current reports, the Pro model will sport a 6.3-inch display (with a 6.9-inch Pro Max variant), keeping the familiar design while introducing subtle enhancements. The Dynamic Island is expected to shrink, with some Face ID components possibly moving under the display for a cleaner front aesthetic.

    Under the hood, the A20 Pro chip, built on TSMC’s 2-nanometer process, promises up to 18% faster performance and 30% better efficiency compared to the A19 generation. This could significantly improve battery life and app responsiveness. Additionally, Apple may introduce its own C2 modem, though some US models might still rely on Qualcomm hardware for mmWave 5G support.

    Camera enthusiasts will appreciate the rumored variable-aperture main lens, which would enhance low-light photography and offer better control in bright conditions. The telephoto lens may also gain a larger aperture, and the front camera could see a bump to 24 megapixels (though pixel-binning might keep final output lower). Color options reportedly include Dark Cherry, Light Blue, Dark Gray, and Silver.

    Foldable iPhone Ultra: A New Era of Design

    The foldable iPhone Ultra (also speculated to be called iPhone Fold) represents Apple’s most radical hardware leap in years. When closed, it’s a compact 5.5-inch device; when opened, it reveals a spacious 7.8-inch inner display with a 4:3 aspect ratio, resembling a tablet. The book-style hinge is designed to minimize the crease, and the overall thickness is an incredible 4.5 mm when unfolded.

    To accommodate the thin profile, Apple reportedly swaps Face ID for Touch ID embedded in the power button. The device is expected to feature a titanium and aluminum frame, support MagSafe, and pack 12 GB of RAM with a battery ranging from 5,400 to 5,800 mAh. Performance-wise, it’s likely to use the same A20 Pro chip, ensuring flagship-level speed despite the compact chassis.

    However, camera specs may take a step back. Reports suggest a dual-camera setup (wide and ultra-wide) with no dedicated telephoto lens, which could disappoint photography purists who rely on optical zoom. The trade-off is a larger, more immersive display for media consumption and multitasking.

    Price: The Deciding Factor

    Price will likely be the biggest differentiator. The foldable iPhone Ultra is expected to start above $2,000, possibly reaching $2,500, making it significantly more expensive than the iPhone 18 Pro. Even if Apple increases Pro pricing due to rising component costs, the foldable will remain a premium luxury item.

    There’s also the inherent risk of a first-generation product. A new hinge mechanism, flexible display, and ultra-thin body introduce potential durability concerns that Apple will need to address. While the company has had years to refine the concept, early adopters may face unforeseen issues.

    Which One Should You Wait For?

    If you value camera quality, software maturity, and a lower price point, the iPhone 18 Pro is the pragmatic choice. It delivers proven performance with incremental upgrades that won’t break the bank. On the other hand, if you crave innovation, crave a larger screen, and are willing to pay a premium for Apple’s boldest experiment, the foldable iPhone Ultra is an exciting prospect.

    With the September 9 event just days away, the wise move is to wait for official announcements. The event will clarify pricing, exact specs, availability, and the final name. Until then, consider your priorities: do you need a reliable workhorse or a glimpse into the future of smartphones?

    FAQs

    When will Apple launch the iPhone 18 Pro and foldable iPhone?

    Current reports point to a September 9, 2026, announcement, with actual launch dates likely to follow shortly after.

    Will the foldable iPhone have better performance than the iPhone 18 Pro?

    Both models are expected to use the A20 Pro chip, so performance should be on par, though the foldable’s thinner design may affect thermal management.

    What are the display sizes for the foldable iPhone?

    Reports suggest a 5.5-inch outer display and a 7.8-inch inner display when unfolded.

    Will the foldable iPhone have a better camera than the iPhone 18 Pro?

    No. The foldable is expected to feature a dual-camera setup without a telephoto lens, while the Pro retains a more versatile camera system.

    Which phone is more suitable for everyday use?

    The iPhone 18 Pro offers a familiar design, reliable performance, and superior camera capabilities, making it the safer choice for daily use.

  • How Modern Technology Is Making Payments Faster and More Secure

    How Modern Technology Is Making Payments Faster and More Secure

    Technology is transforming the way we pay, making transactions both faster and safer. From real-time settlement to biometric verification, here are the key innovations driving this change.

    Real-Time Payments

    Real-time payment systems enable money to move between accounts within seconds. Services like UPI have made instant transactions practical for everyday purchases, bills, and transfers. This reduces waiting periods and provides immediate confirmation. Businesses benefit from quicker settlements, improved cash flow, and smoother customer payment experiences.

    Biometric Authentication

    Biometric authentication adds an extra security layer by using fingerprints, facial recognition, or other unique characteristics. Instead of relying solely on passwords or PINs, payment systems can verify the person making a transaction. This deters unauthorized access while allowing users to complete transactions quickly without repeatedly entering lengthy credentials.

    Tokenization

    Tokenization replaces sensitive card information with unique digital tokens during transactions. Merchants and payment platforms process payments without directly exposing the actual card number. Even if transaction data is intercepted, the token generally cannot be used like the original card details, reducing risks associated with stolen payment information.

    Artificial Intelligence

    Artificial intelligence helps payment companies identify unusual transaction patterns and potential fraud. Systems analyze transaction behavior, location, device information, and other signals to detect suspicious activity quickly. This allows financial institutions to flag or block potentially fraudulent payments while minimizing unnecessary interruptions for legitimate transactions.

    Contactless Payments

    Contactless payments use technologies like near-field communication (NFC) so users can pay by tapping compatible cards, phones, or wearables. Transactions complete within seconds without inserting a card or re-entering details. Secure authentication and transaction limits provide additional protection, making contactless payments convenient for everyday use.

    Encryption and Security

    Encryption protects payment information as it moves between devices, banks, and payment networks. Modern payment platforms also use secure authentication, fraud monitoring, and layered security controls. These measures help safeguard sensitive financial data from unauthorized access while allowing legitimate transactions to flow efficiently between customers, merchants, and financial institutions.

    Digital Wallets

    Digital wallets bring payment cards, bank accounts, and other payment options together in one application. Users can transact through smartphones or wearable devices without carrying physical cards. Wallets often incorporate device authentication, tokenization, and transaction monitoring, combining convenience with multiple security measures for everyday digital payments.

  • 10 Indian Logistics Startups Revolutionizing Supply Chains in 2026

    10 Indian Logistics Startups Revolutionizing Supply Chains in 2026

    India’s logistics sector is undergoing a profound digital transformation, driven by a wave of innovative startups. These companies are deploying artificial intelligence, robotics, automation, and real-time data to tackle long-standing challenges in freight, fleet management, warehousing, and supply-chain visibility. As e-commerce and manufacturing expand, the demand for faster, smarter, and more transparent logistics solutions has never been greater.

    Here are 10 Indian logistics startups reshaping the nation’s supply chain ecosystem:

    Motive

    Motive builds hardware and software tailored to the physical economy, with a focus on transportation and fleet operations. Its AI-powered platform addresses driver safety, GPS tracking, dispatch, compliance, fuel management, and maintenance.

    GoComet

    GoComet offers a multimodal logistics platform for enterprises, combining data science and machine intelligence. It helps reduce logistics costs through freight procurement, real-time shipment tracking, dispatch management, and documentation. The company is based in Mumbai and Singapore.

    Botsync

    Botsync develops autonomous mobile robots (AMRs) and software for material movement in factories and warehouses. Its solutions make industrial automation flexible and easy to deploy.

    CargoFL

    Based in Pune, CargoFL creates an AI-driven technology ecosystem for logistics. The startup integrates software, data, and machine learning to improve transportation and supply-chain operations.

    Shipthis

    Shipthis provides software for freight forwarders, supporting air, land, sea, rail, and multimodal shipments. Its platform includes accounting, warehouse management, rate management, tracking, and customer portals, helping traditional freight businesses go digital.

    Shipmnts

    Shipmnts develops software for 3PLs, freight forwarders, and customs brokers. It addresses the complexities of global trade and multimodal transportation, covering documentation, compliance, customs, and logistics coordination.

    Senzcraft Technologies

    Senzcraft focuses on intelligent process automation, combining robotic process automation, AI, machine learning, computer vision, and conversational AI. Its solutions extend beyond physical transport to automate business processes.

    Intugine Technologies

    Intugine provides multimodal supply-chain visibility. Its platform monitors shipments across air, land, sea, and rail, and is used by over 75 large enterprises to improve efficiency and reduce costs.

    Swift

    Swift is a developer-first shipping platform that connects logistics service providers. Businesses can use its self-service interface or integrate via API, adding a technology layer to manage shipping services.

    FreightFox

    Headquartered in Bengaluru, FreightFox uses technology, data, and intelligence to address industrial freight challenges for manufacturing companies. Its platform moves logistics toward a Logistics 4.0 model.

    The Bigger Picture

    These startups represent different facets of India’s logistics transformation—from fleet optimization and freight digitization to warehouse robotics and end-to-end supply-chain visibility. The common driver is technology: better data, faster decisions, and connected systems are becoming essential. This shift matters not only for India but for global supply chains, as businesses demand greater visibility and control.

    What’s Next

    The next phase will likely see deeper integration across transportation, warehousing, inventory, and customer systems. AI, automation, robotics, and real-time tracking will become more embedded. But success will depend on demonstrating scalable, measurable improvements without adding unnecessary complexity. India’s logistics ecosystem is moving beyond traditional transportation, and these startups are helping to make software and automation a core part of the supply chain itself.

  • Amazon’s Next-Gen Technologies: Satellite Internet, AI Models, and Autonomous Deliveries

    Amazon’s Next-Gen Technologies: Satellite Internet, AI Models, and Autonomous Deliveries

    Amazon is far more than an online marketplace. The company is investing heavily in emerging technologies that span satellite internet, generative AI, robotics, autonomous vehicles, biometrics, healthcare, and sustainability. Here’s a look at the key innovations shaping Amazon’s future beyond e-commerce.

    Project Kuiper: Global Satellite Internet

    Amazon is building a satellite internet network called Project Kuiper to deliver affordable broadband connectivity globally. This initiative competes with existing low-Earth orbit providers, aiming to bridge the digital divide.

    Amazon Nova AI Models

    Amazon’s Nova foundation models power generative AI applications, enabling businesses to create intelligent assistants, content, and enterprise automation efficiently. These models are designed to make AI accessible for a wide range of use cases.

    Warehouse Robotics

    Advanced warehouse robots improve inventory handling, package sorting, and fulfillment speed while reducing operational costs across Amazon’s expanding logistics network. These robots are a cornerstone of Amazon’s operational efficiency.

    Autonomous Delivery Drones (Prime Air)

    Prime Air drones aim to deliver eligible packages within minutes, improving last-mile logistics through autonomous navigation and advanced aviation technology. This service promises faster delivery for customers.

    Zoox Robotaxis

    Amazon-owned Zoox develops fully autonomous electric robotaxis designed for urban transportation, offering driverless mobility with enhanced passenger safety and convenience. Zoox is poised to disrupt the ride-hailing industry.

    AI-Powered Alexa+

    Alexa+ integrates advanced conversational AI, delivering personalized assistance, smarter automation, and natural interactions across compatible smart home ecosystems. It represents a major leap in voice assistant technology.

    Amazon One Biometrics

    Palm-recognition technology enables secure identity verification and seamless payments, simplifying customer experiences across retail stores, workplaces, and entertainment venues. Amazon One is expanding its footprint.

    Amazon Health Services

    Amazon continues expanding healthcare through digital pharmacy, virtual consultations, and integrated health solutions focused on accessibility, affordability, and patient convenience. The company is becoming a key player in health tech.

    Sustainable Logistics Innovation

    Amazon invests in electric delivery vehicles, renewable energy, and eco-friendly packaging to reduce emissions while supporting sustainable global supply chains. These efforts align with its Climate Pledge commitment.