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Forbes
a day ago
- Forbes
Unpredictability As A Feature: Lessons From Cybersecurity For Retail
Guy Yehiav, a recognized industry thought leader, is the president of SmartSense, IoT solutions for the enterprise. getty Across industries—from aviation to cybersecurity—unpredictability can be a powerful defense. Irregular schedules, varied methods and shifting locations disrupt the ability of bad actors to exploit standard operating procedures. This principle is gaining traction in the retail and logistics sectors, where organized theft and freight crime thrive on predictable patterns and weak oversight. Introducing irregular frequencies, varying patterns and differing locations increases uncertainty for bad actors. Advances in stealthy track-and-trace procedures can also improve deterrence. Consider how unpredictability is applied in cybersecurity, where patterns and anomalies are the defining elements that distinguish the ordinary from the suspicious. It's not just about behavior being different; it's about being consistent. When a behavior deviates predictably but consistently, it still falls within the norm. A network of 1,000 users may interact with a system in various ways, but as long as those interactions are stable and predictable—even if unique—there's nothing inherently concerning. However, when a user's activity shifts suddenly or unpredictably—when it steps outside the bounds of consistent, average behavior—that's when alerts should go off. This principle drives cybersecurity anomaly detection systems. Stability signals safety, and true unpredictability triggers concern. Imagine this scenario in a login system. If you log in consistently from your phone while at home or from the office on specific days, the system recognizes that as your 'regular exception.' But, if at 11 p.m. on a Saturday you suddenly attempt to log in from downtown New York City, that's an anomaly, and security protocols should prompt multiple verifications. Uncovering Anomalies To Mitigate Freight Theft Understanding 'normal' versus 'anomalous' behavior should be extended into the fight against freight theft and organized retail crime (ORC), which thrive on gaps in oversight. By being unpredictable, businesses can create smarter, more proactive solutions to detect, deter and respond to increasingly sophisticated criminal activities. Retailers need to consider, for example, the routes and geolocations within their supply chain networks. Much like city navigation, supply chains should account for planned detours, such as those due to roadwork, weather or traffic alerts. These are acceptable anomalies—the system 'knows' or 'expects" them based on traffic application feedback in real time. Now let's add in the unexpected. If a delivery route suddenly deviates to an unplanned location—a suspicious 'pit stop' known to be associated with ORC activities—that anomaly should trigger an alert. How? One way to do this is to leverage real-time location services on cargo pallets, cases or packages, but the key is not just tracking movement but understanding when something abnormal is occurring. Overcoming Criminal Evasion Tactics ORC and other bad actors are becoming smarter. They use detection tools—sometimes specialized devices akin to Geiger counters—to scan for active GPS signals. To combat this, retailers must deploy solutions that embrace unpredictability as a feature, not a flaw. Sensing capabilities and tracking systems should also be designed with the capability to operate in stealth mode. Keeping a signal silent and undetectable while cargo is stationary and activating only when movement occurs serves two purposes: 1. It extends battery life and conserves power, ensuring devices remain operational for longer durations. 2. It reduces detectable signals, making the devices less vulnerable to bad actors attempting to engage in freight theft. Building Partnerships For Deterrence When aggregated, these solutions can provide businesses with accurate, time-stamped data to pass on to law enforcement agencies like the FBI. Real-time anomaly detection and irrefutable evidence form the backbone of successful raids, arrests and prosecutions against ORC networks. The next frontier in combating freight theft involves collaboration between technology providers, specialized ORC deterrence companies and local police and the FBI. These organizations focus on tracking known offenders and building actionable intelligence to target criminal operations. Deterrence specialists aggregate data on known actors—individuals or networks—and their patterns of behavior. By combining this intelligence with route tracking, businesses can triangulate threats, identify anomalies and trigger interventions in real time. Detection, intervention and deterrence all play integral roles in combatting freight theft and other ORC strategies. Retailers must send a strong, unwavering message: Theft will not be tolerated. Through the integration of unpredictability, real-time visibility, stealth capabilities and partnerships with deterrence experts, retailers have a path forward to not only mitigate the financial impact of ORC but to dismantle its operational foundations. Forbes Technology Council is an invitation-only community for world-class CIOs, CTOs and technology executives. Do I qualify?
Hindustan Times
14-06-2025
- Health
- Hindustan Times
Top 10 water purifiers for home that provide clean water for good health: Top recommendation from trusted brands
Clean drinking water is a must for a healthy life. With rising pollution and impurities in tap water, having a reliable water purifier at home is no longer a luxury. It's a daily need. This list of the top 10 water purifiers for home includes trusted models from well-known brands. These purifiers use advanced technologies like RO, UV, and UF to remove harmful substances and keep the water rich in essential minerals. If you are looking for the best water purifiers for home, you'll find great options here that suit different water types, budgets, and family needs. Each model has been selected for its performance, quality, and user satisfaction. Explore the list to find the best water purifiers that offer clean, safe, and great-tasting water every day. The KENT Supreme Plus water purifier uses advanced RO, UV, UF, Alkaline, Copper, and TDS Control to remove impurities and harmful microbes. It raises water pH up to 9.5, making it healthier. The purifier includes a UV LED in the storage tank, 8-litre capacity, and an auto-flush system for long-lasting efficiency. Ideal for households seeking clean, alkaline, and bacteria-free water with multi-stage purification. It is one of the best water purifier available online for daily usage. Alkaline and copper filters enhance health benefits Multi-stage purification ensures safe and pure water Bulky size may not suit small kitchens KENT Supreme Plus Alkaline+Copper RO Water Purifier | RO+UV+UF+Alk +Cu+TDSControl+UV LED Tank|Advanced ROTech for Sabse Shudh Paani | Auto Flush | 8L| 20LPH | Ideal for Borewell/Tanker/Municipal Water What are buyers saying on Amazon? Buyers enjoy the great water taste and advanced purification. The alkaline and copper features are praised, though a few report delays in professional installation. Why choose this product? Go for this for comprehensive purification along with added health benefits such as alkaline water, copper infusion, and UV LED protection in the storage tank. The HUL Pureit Eco Water Saver offers 7-stage purification to remove contaminants while retaining Calcium and Magnesium. UV sterilisation kills 99.9% of germs for added safety. It saves water and features SmartSense technology to alert you when the filter needs changing. Designed for efficiency and convenience, it provides clean, mineral-rich water with minimal waste and hassle-free maintenance, making it ideal for eco-conscious households. Pureit Eco Water Saver RO+UV+MF+Mineral | 7-Stage | 10L | Up to 60% Saving | Suitable for Borewell, Tanker & Municipal Supply | Table Top | Wall Mountable | Black What are buyers saying on Amazon? Buyers are happy with the water quality, service, and easy installation, though some have raised concerns about leakage and shared mixed opinions on overall value. Why choose this product? Pick this for efficient purification, reduced water wastage, and clean, mineral-rich water supported by smart maintenance alerts and reliable performance. The Livpure GLO PRO++ features a 7-litre tank and 7-stage purification suited for all water sources. It combines RO, UV, UF, and carbon filters to remove impurities and retain essential minerals. UV kills germs without affecting taste, while the post-carbon filter enhances flavour and prevents bacterial growth. With a sleek design and LED indicators for power, purification, and tank status, it's a smart, user-friendly choice for home use. 7-stage purification ensures thorough cleaning of water LED indicators and a sleek design 7 litres might not suffice for larger families Livpure GLO PRO++ RO+UV+UF | Water Purifier for Home - 7 L Storage | Free Standard Installation | Suitable for Borewell, Tanker, Municipal Water | Black What are buyers saying on Amazon? Buyers like the taste, sleek design, and easy installation of the purifier. However, some report performance issues and have mixed views on water quality and service. Why choose this product? Select this model for advanced purification that eliminates contaminants and preserves essential minerals, delivering safe, healthy, and great-tasting water every day. This Aquaguard water purifier features six-stage filtration, combining RO Maxx to eliminate lead, mercury, and microplastics, and UV E-Boiling for effective germ protection. Ultra-filtration enhances water clarity without removing essential minerals. Built for different water sources, it includes a long-lasting cartridge and smart LED indicators for hassle-free monitoring. Its compact design fits modern kitchens, ensuring safe, great-tasting water with every glass so no boiling, no second-guessing, just clean water on demand. Aquaguard Sure Delight NXT 6-Stage Water Purifier | RO+UV+UF Tech | Free Service Plan worth ₹2000 | India's #1 Water Purifier | Suitable for Borewell, Tanker & Municipal Water What are buyers saying on Amazon? Buyers value its efficiency and easy-to-use design, though some express concerns about the amount of water it wastes. Why choose this product? Choose this for high-performance RO purification, smart monitoring features, and durable build quality that ensures safe, clean drinking water for your home. The Havells AQUAS water purifier features a 7-litre tank and a 5-stage purification system using RO and UF technologies. It enriches water with essential minerals like copper and zinc for better health. Designed for easy upkeep, it includes a detachable transparent tank and a smart faucet that minimises splashing. With three installation options and intelligent alerts for power, purification, errors, and tank status, it offers both convenience and efficiency. Removable tank and easy-to-clean features Space-saving and flexible mounting options May not be as durable as metal alternatives Havells AQUAS Water Purifier (White and Blue), RO+UF, Copper+Zinc+Minerals, 5 stage Purification, 7L Tank, Suitable for Borewell, Tanker & Municipal Water What are buyers saying on Amazon? Buyers appreciate the quality, easy installation, and sleek look. Many are happy with the taste, value, and purification speed, though service reviews are mixed. Why choose this product? This purifier suits small families or tight spaces, combining essential mineral enrichment, hassle-free maintenance, and a compact design for everyday convenience and clean drinking water. The Urban Company Native M1 goes beyond basic purification. It uses 10 filtration stages to remove impurities and restore minerals like copper and alkaline boosters. In-tank UV keeps water safe at all times. Its standout feature? A 2-year filter life that cuts service hassles. If you're after clean, healthy water without frequent maintenance, this model quietly delivers—reliability, simplicity, and safety packed into one sleek purifier. Enhances water with copper and alkaline minerals Long-lasting filter life reduces upkeep Bulkier design compared to compact models Native by UC Urban Company M1 Water Purifier | Needs No Service For 2 Years | RO+UV+Copper+Alkaline | 10-Stage Purifier | 4-in-1 Health Booster | 8L Capacity | 2 Year Warranty (Filters Included) What are buyers saying on Amazon? Buyers highlight its efficiency, modern design, and budget-friendly price. They also value the great taste, easy installation, and minimal servicing expenses. Why choose this product? Go for this for long-lasting performance, low maintenance, and consistently clean, mineral-enriched water without the hassle of frequent servicing. The V-Guard Zenora combines RO, UF, and Mineral Balancer technologies to deliver clean, healthy water with a 7-litre storage tank. It removes heavy metals, microbes, and fine particles, while restoring calcium and magnesium for better taste. Designed for use with borewell, tanker, or municipal water, it fits seamlessly into any kitchen. LED indicators keep you informed of power, purification, and tank status. A smart choice for safe and great-tasting water daily. LED indicators for easy monitoring RO, UF, and MB technologies ensure thorough water purification May not be sufficient for larger families V-Guard Zenora RO UF Water Purifier | TDS up to 2000 ppm | 7 Stage Purification with World-class RO Membrane and Advanced UF Membrane | 7 Litre, Black What are buyers saying on Amazon? Buyers appreciate the quality, service, and sleek appearance, though a few have reported issues with continuous water leakage from the unit. Why choose this product? Pick this model for advanced purification that removes impurities and adds essential minerals, delivering clean, healthy, and great-tasting water every time. The AO Smith Z9 is built for modern homes that need more from a water purifier. It offers instant hot water for daily use and uses an 8-stage purification process with 100 percent RO plus SCMT to ensure clean, mineral-rich water. MIN TECH adds essential minerals back for improved taste. It also helps save up to 55 percent more water, making it both eco-friendly and highly efficient for everyday use. Instant hot water at 45°C and 80°C 55% water-saving technology Slightly bulkier than basic models AO Smith Z9 Instant Hot+Ambient Water Purifier for Home with MIN-TECH | 10L Storage | 8-Stage Purification |100% RO + SCMT (Silver Charged Membrane Tech) | 55% Water Savings What are buyers saying on Amazon? Buyers praise its efficiency, water quality, and user-friendliness. Installation is easy, though some share mixed opinions on its overall value. Why choose this product? Opt for this to enjoy mineral-rich purity, instant hot water, multi-stage filtration, and smart technology that reduces water wastage efficiently. The Aquaguard Aura 2X Life ensures clean and great-tasting water through an 8-stage purification process with Active Copper and a Taste Adjuster. Its Dual Layer Filter Technology offers up to 2 years of service-free use. Built with water-saving RO technology, it reduces water wastage by 50 percent. This purifier is a dependable and eco-friendly option for homes looking for long-lasting performance and consistent water quality without frequent maintenance. Active Copper Technology for added health benefits Taste Adjuster enhances drinking experience Limited 7L storage capacity Aquaguard Aura 2X Aquasaver RO+UV+Copper | Needs No Service for 2 Years | 60% Water Saving | Includes Mega Sediment filter | 7-Stage Purification | 7L storage What are buyers saying on Amazon? Buyers like the easy setup, taste adjuster, and pricing. Some, however, have mixed views on long-term water quality and durability. Why choose this product? Select this for a space-saving design, copper-enriched water, minimal upkeep, and smart purification that cuts down on water waste effectively. The Pureit Revito Prime delivers clean, mineral-rich water through a 7-stage purification system that includes RO, MF, UV in-tank sterilisation, and mineral enrichment. It removes harmful contaminants while adding back essential minerals like calcium and magnesium. Built with WQA-certified parts and DURAViva technology, it can purify up to 8000 litres, offering long-lasting performance. This purifier is a smart, reliable choice for those seeking health, safety, and efficiency in one unit. 7-stage filtration ensures safe and mineral-rich water High purification output and better water savings Higher price point compared to basic RO models Pureit Revito Prime RO+MF+Mineral+UV in-Tank | 7 stage | 8L Capacity | Upto 70% Water Saving | Suitable for Borewell, Tanker & Municipal Water | DURAViva | Black What are buyers saying on Amazon? Buyers praise its quality, elegant look, smooth installation, low water waste, great taste, fast service, and overall value for money. Why choose this product? Choose this for its 7-stage purification, mineral enrichment, UV safety, and high 8000-litre capacity with certified, durable components. Multi-stage purifiers combine different cleaning steps like RO, UV, and UF. RO clears out dissolved salts and metals. UV light kills bacteria and viruses. UF filters out tiny leftover particles. Together, they give you water that's not just clean but also free of germs—while keeping important minerals your body needs. Copper adds health benefits like better immunity and antibacterial protection. Some advanced purifiers, like those from Aquaguard and Havells, mix copper with RO and mineral tech. So you get pure water with added wellness benefits. If you're looking for something beyond just clean water, copper-infused RO purifiers are worth considering. TDS tells you how many dissolved particles are present in your water. If the number is too high, your water might taste odd or even carry harmful substances. Checking the TDS helps you pick the right purifier that can handle the level of impurities in your water and give you better-tasting, safer water every day. Kent water purifiers have multiple reliable options: We recommend these 7 models for you Best budget friendly RO water purifiers: Top 10 picks to keep your water pure without breaking the bank Best water saving water purifiers May 2025: Top 10 picks to conserve every drop while ensuring safe drinking water Best water purifier brands in 2025: Choose from most trusted brands like Aquaguard, Pureit and more, top 10 picks An RO purifier uses a special membrane to remove dissolved salts, metals, and harmful impurities from water. Not always. If the TDS is low, a UV or UF purifier may be enough. Test your water first. TDS stands for Total Dissolved Solids. It shows how many salts and minerals are in your water. Yes. Copper-infused water may boost immunity and has antimicrobial properties. Disclaimer: Mint has an affiliate marketing partnership, which means we may get some commission on purchases you make through the retailer sites links provided. These partnerships do not influence our editorial content, which is free from any bias or marketing pitch. We strive to provide accurate and unbiased information to help you make informed decisions. We recommend verifying details with the retailer before making a purchase.
TimesLIVE
04-06-2025
- Automotive
- TimesLIVE
New Hyundai Santa Fe Hybrid arrives in South Africa
The vehicle is fitted with Hyundai's SmartSense driver assistance suite which includes features such as driver attention warning, blind-spot monitoring with collision avoidance, forward collision avoidance (including junction assist), lane-follow assist and a rear occupant alert. The Hyundai Santa Fe Hybrid is available at local dealerships, priced at R1,249,900. The purchase includes a seven-year/200,000km warranty, a six-year/90,000km service plan, and an eight-year/160,000km warranty on the hybrid battery.
TimesLIVE
04-06-2025
- Automotive
- TimesLIVE
New Hyundai Santa Fe Hybrid arrives in Mzansi
The vehicle is fitted with Hyundai's SmartSense driver assistance suite which includes features such as driver attention warning, blind-spot monitoring with collision avoidance, forward collision avoidance (including junction assist), lane-follow assist and a rear occupant alert. The Hyundai Santa Fe Hybrid is available at local dealerships, priced at R1,249,900. The purchase includes a seven-year/200,000km warranty, a six-year/90,000km service plan, and an eight-year/160,000km warranty on the hybrid battery.
Zawya
03-06-2025
- Business
- Zawya
South Africa: Shoprite's Usave stores boosts energy efficiency, food quality with smart tech
Usave, Shoprite Group's no-frills discount stores, recently introduced an advanced loss prevention system designed to reduce costs and boost operational efficiency in its supermarkets - helping the retailer to continue delivering the lowest prices to customers. This is in response to South Africa's rising energy prices. Implemented in partnership with 100% South African tech company Azoteq, the customised system employs SmartSense technology to track power consumption and facilitate rotational switching of store equipment during power outages, utilising inverters and battery banks. It is especially critical for Usave's rural and peri-urban stores, where the electricity supply is often erratic and extended outages are a regular challenge. 'This pioneering work showcases how our real-time, proactive use of innovative, locally developed technology, combined with a strong focus on operational excellence and cost savings, helps us prevent unnecessary waste and reduce shrinkage-related costs - efficiencies that allow us to pass even more value and savings directly to our customers,' says Dewaldo Diedericks, general manager of Usave. The system monitors temperatures in critical areas, like cold storage, freezer rooms, and the sales floor, and issues alerts when predetermined thresholds are surpassed, thereby preventing spoilage and optimising energy consumption of equipment in these areas. Data is delivered through a user-friendly dashboard that equips management with real-time insights to enhance decision-making, ensure improved food quality, and prevent costly equipment failures. Generator runtime and fuel levels are also tracked, enabling the business to follow more efficient servicing and refueling schedules. In this way, Usave avoids unnecessary maintenance, further reduces costs, and minimises the likelihood of unexpected outages in instances where a switchover to a generator is necessitated. To generate additional savings, Usave supermarkets also regularly simulate power outages at supermarkets on time-of-use (ToU) tariff structures, switching over to battery during peak times when electricity is more costly, and charging the batteries during off-peak times. 'We have been able to respond and prevent freezer failures as they occur, achieving a 0% rate of stock loss across all stores where this system has been implemented to date. In addition, the seamless, automated transition from generator power to hybrid inverter and battery power during outages has saved the business more than 80,000 hours worth of costly services and fossil fuel consumption,' adds Diedericks. Already running at 202 locations, Usave plans to equip all its stores with SmartSense technology, gradually replacing older uninterruptible power supply (UPS) systems. As part of its sustainability efforts, the discount retailer is also gradually incorporating solar energy into its operational strategy at its already compatible hybrid system stores
