Topic
supply chain
Logistics Amazon speeds last-mile delivery, expands robotics fleet past 1 million
Amazon expanded same-day and overnight delivery to more than 40% of items in H1 2026 and grew Amazon Now to over 250 cities. The company also passed 1 million deployed robots and plans to double its robotic arm fleet in 2026, according to FreightWaves.
Logistics FedEx scales up Dexterity trailer-loading robots after multiyear validation at Hagerstown hub
FedEx is scaling up Dexterity Inc.'s AI-enabled trailer-loading robot at its Hagerstown, Maryland, hub after multiyear validation, according to FreightWaves. Pickle Robot Company and Ambi Robotics will pair unloading and palletizing systems, while FedEx continues a Berkshire Grey Scoop pilot. The moves aim to improve worker safety and network efficiency in physically demanding trailer operations.
Logistics CHP Recovers $500K in Stolen Cargo Tied to Multiple Southern California Thefts
CHP's Inland Division Cargo Theft Interdiction Program recovered more than $500,000 in stolen merchandise from a Rialto, California discount store following a July 28 search warrant. The store was linked to multiple Southern California cargo thefts, and the recovered goods were returned to victims. The agency left many details undisclosed, including the store identity, suspects, victims and charges.
Logistics Schneider National Pushes Price as Truckload Market Imbalance Drives Rate Recovery
Schneider National beat second-quarter expectations, raised its full-year outlook, and reported double-digit contract rate increases in a capacity-constrained truckload market. The company described the rate recovery as early-stage, with spot market activity in June resembling the prior cycle peak of March 2021.
Logistics Carriers Gain Leverage: Become a Shipper of Choice to Win Capacity, Says Covenant SVP
Carriers have entered their strongest negotiating position in years, giving them leverage to prioritize shippers offering predictable, steady freight volumes. Covenant Transport SVP Tyson Wimberly shared strategies at the Univar Carrier Kickoff, highlighting regulatory constraints, insurance cost inflation, and driver pay variability as key challenges. Shippers must become a 'shipper of choice' to win capacity.
Logistics Capacity CRUNCH: Why Trucks Are Disappearing from the Market and What It Means for Shippers
Trucking capacity that drained out of the market over the past four years is showing little sign of returning, according to Ben Kavlinar of LRT Solutions. Equipment costs, nuclear verdicts, and rising insurance premiums are locking out new entrants, tightening supply even before a volume rebound. Tender rejections are running near 15%, still elevated versus prior years despite a seasonal soft patch.
Logistics Freight Success Demands Strong Carrier Partnerships, RXO Strategy Reveals
Spot freight rates are running 40% to 70% above contracted lane pricing, making many contract awards paper rates, according to RXO VP Brian Riley. He recommends shifting from waterfall routing guides to multiple primary carrier awards and proactive rate increases to secure capacity.
Logistics Why 'Shipper of Choice' Is a Strategic Imperative in Chemical Logistics
Univar Solutions is doubling down on its 'shipper of choice' strategy to secure liquid bulk hazmat truck capacity. Vice President Rob McCray outlined the approach at the company's annual carrier kickoff, emphasizing long-term partnerships, disciplined route-guide strategies, and proactive fuel surcharge adjustments as market conditions shift toward carrier-favorable trends.
Supply Chain Apple Warns of 'Significant' Supply Constraints for Mac, iPhone, and iPad
Apple warned investors on Thursday that it expects a 'significant' hit from supply constraints on Mac, iPhone, and iPad products. Outgoing CEO Tim Cook attributed the issue to unexpected demand and limited supply chain flexibility, with chip components from TSMC being a key bottleneck.
Logistics Your Freight Funnel Is Leaking Margin: What Your Reports Won't Show
Most fleets focus on speed over structure, leading to hidden margin leaks that standard reports miss. This article outlines the four points where the freight funnel breaks down and introduces upcoming F3 events addressing compliance and technology.
Supply Chain Terminal raises $20M to unify fleet telematics data for insurers and fleets
Terminal, a Toronto-based telematics data startup, has raised $20 million in Series A financing to solve the fragmentation of fleet data from over 325 providers. Investors include Battery Ventures, Intact Private Capital, and Penske. The platform enables insurers to offer up to 20% premium savings for safe driving behavior.
Supply Chain TRST01 Launches Open AgriTrace Stack for Agricultural Traceability Backed by World Bank
TRST01 has developed the Open AgriTrace Stack (OATS), a World Bank-commissioned open blueprint for digital public infrastructure in agricultural traceability. The framework, published under a Creative Commons license, enables interoperable, tamper-evident record-keeping from farm to consumer. A first implementation, MahaTRACE, is under consideration by the Maharashtra government.
Commodities India Seeks Sunflower Oil Alternatives as Black Sea Disruptions Delay Shipments and Raise Prices
India, the world's largest edible oil importer, is scrambling for sunflower oil alternatives as attacks in the Black Sea delay shipments from top producers Russia and Ukraine by up to 60 days and push prices higher. Importers are turning to South American suppliers and rival oils like palm and soy, with palm imports expected to jump 40% in July. Local sunflower oil prices rose 6% this month, widening the premium over alternatives.
Logistics Housing Market Crash Slams Last-Mile Delivery: Growth Halved, Consolidation Looms
The big-and-bulky last-mile delivery segment is seeing growth halved to roughly 5% annually through 2027, driven by a stalled housing market with 6-7% mortgage rates. A joint report from Armstrong & Associates and the National Home Delivery Association highlights intensifying competition, the need for AI-driven execution, and looming consolidation. Labor availability is also tightening due to CDL enforcement.
Logistics Freight Rates Soar on Capacity Crunch, Not Demand: Q2 Earnings Confirm Tight Market Through 2027
Major carriers' Q2 earnings reports indicate the freight market is tightening due to capacity constraints rather than surging demand, with spot rates at $3.53 per mile and contract rates up 18% year-over-year. Regulatory pressures and high barriers to entry are keeping capacity tight, while Brent crude oil at $100 per barrel adds fuel cost pressure. FreightWaves analysts expect the cycle to persist through at least 2027.
Logistics Last-Mile Delivery: Why Reliability Now Trumps Speed for Consumer Satisfaction
According to FreightWaves, last-mile delivery reliability has overtaken speed as the second-most important consumer factor after price. Jake Stein of Burq explains how hybrid, API-connected carrier networks can improve reliability and reduce hidden costs.
Logistics J.B. Hunt Warns Freight Rate Rally Still in Early Innings as Costs Outpace Contract Rates
J.B. Hunt's over-the-road segment posted a Q2 loss despite five consecutive quarters of double-digit growth, as spot rates surged roughly 40% year-over-year. According to FreightWaves, SVP Josh Fellin said the rally is supply-driven but the magnitude reflects four years of margin erosion, with operating costs per mile up 48-60% since 2019 while contract rates rose only 5-6%. The recovery is in 'early innings' and full contract-rate repair will require at least one more bid season, with driver pay set for another significant step up in 2025-2027.
Logistics Trucking Capacity Tightness Persists as Regulatory Pressures and Driver Shortages Squeeze Supply
Trucking capacity remains tight as regulatory pressures and driver shortages push tender rejections well above historical norms. Spot rates are holding steady even as diesel prices fall, signaling that capacity constraints—not fuel costs—are driving rates. Carrier earnings from Knight-Swift, Werner, and J.B. Hunt show gains from supply-side tightness rather than demand recovery, with capacity expected to remain constrained through fall and into 2025.
Commodities Burgers cost more this summer but farmers say they're not cashing in on rising prices
UK consumers face higher burger and bread prices this summer, a trend dubbed 'burgerflation,' but farmers and bakers report declining farmgate prices. CPI data shows beef up 9% YoY in May while farmers received 8% less in April; wheat prices fell 0.3% YoY. Lincolnshire cattle farmer Heather Oldfield and York baker Phil Clayton say they are not profiting.
Technology Geek+ robots from China automate UK retail warehouses for Tesco, Asda and Next
Geek+, the world's largest supplier of autonomous mobile robots, has deployed over 2,000 units across 10 UK warehouse sites via partner MotionTech. Retail giants Tesco, Asda and Next are using the Chinese-built robots to increase picking speeds, improve storage density and reduce errors. The technology addresses persistent UK productivity challenges and labour shortages, though unions urge caution on job impacts.
Logistics C.H. Robinson Hits Operating Margin Target, Continues Job Cuts in Q2 2026
C.H. Robinson achieved its mid-cycle operating margin target in Q2 2026, with adjusted operating margin rising to 34.7%. However, the company continued job cuts as part of its Lean AI strategy, while mixed performance across transportation modes revealed truckload weakness and LTL and air strength.
Logistics Is This Trucking Market Different? Why Capacity Won't Flood Back In
Triumph Financial CEO Aaron Graft explains that increased litigation, regulation, and legislation are acting as barriers to entry in the trucking market, preventing the surge of new capacity seen in previous cycles. This structural shift suggests tight market conditions may persist longer than expected, impacting profitability and driver availability for freight operators.
Supply Chain How Intelligent Audit's DeepDetectAI Uses Machine Learning to Catch Hidden Freight Errors and Fraud
Intelligent Audit's DeepDetectAI, an AI-based freight auditing system, uses machine learning to establish a baseline of normal shipping activity and flag anomalies. Case studies reveal it caught a $1M fraud ring for a global eyewear giant and prevented $200K weekly overcharges for a manufacturer. The system was recognized by FreightWaves' AI Excellence Awards.
Supply Chain Texas Police Recover $272K in Precious Metal Cargo; Two Suspects Face Life Sentences
Sealy, Texas police recovered $272,000 worth of precious metal cargo stolen from a local business. Two suspects, Rahual Phore and Virender Phore, face first-degree felony charges carrying possible life sentences. Automated license plate reader technology assisted the investigation.
Logistics Carrier diversification unravels the last-mile delivery duopoly as shippers seek alternatives
A new AlixPartners survey reveals that 55% of retailers now use carriers outside FedEx, UPS, and USPS, with alternative carriers growing 13% in volume. Amazon became the largest domestic parcel carrier in 2025, while FedEx and UPS are pivoting to B2B logistics. The trend is driven by rising consumer expectations (2.6 days max for free shipping) and escalating costs.
Supply Chain Grip taps industry veteran John Hummel to lead cold chain fulfillment expansion
Grip, a Miami-based cold chain fulfillment company, has appointed John Hummel as president of Grip Fulfillment. Hummel brings 40 years of experience from Burris Logistics, UNFI, and Reinhart Foodservice. Grip has shipped $3 billion in perishable goods since 2022 and operates five fulfillment centers reaching 80% of the U.S. population within 24 hours.
Supply Chain Months After Apple Warned of Low Supply, Mac Mini Shortage Persists with Long Lead Times and Price Hikes
Three months after Apple CEO Tim Cook admitted the company was caught off guard by Mac Mini demand, supply remains constrained. Lead times for high-RAM configurations stretch to three months, and Apple has raised prices by up to 25% due to memory component shortages. Procurement teams should expect extended lead times and higher costs through at least 2027.
Logistics Dry Bulk Volatility Is No Longer the Risk but the Business Model, Says Sagitta Marine CEO
Dry bulk freight market volatility has shifted from cyclical predictability to disruption-driven uncertainty. Thomas Zaidman, CEO of Sagitta Marine, explains that commercial decisions now hinge on managing geopolitical and climate risks rather than eliminating them. The article examines how Red Sea diversions, Panama Canal restrictions, and algorithmic trading have transformed hedging and contracting strategies.
Supply Chain Aqua Trace App Launched to Boost Shrimp Traceability, Curb Export Rejections
The Union Ministry of Commerce and Industry has launched the Aqua Trace app for aquaculture farms and hatcheries to establish a robust traceability system and strengthen compliance with international food safety standards. The move comes as shrimp export rejections, though low at 0.13% average from 2018-26, have caused financial losses, with 17 rejections in 2026 costing ₹7.45 crore. The government has also introduced new regulations banning certain antibiotics and stepped up capacity building.
Logistics Werner CEO Leathers Says Driver Attrition Only in 'Third Inning' as Regulatory Pressures Tighten Capacity
Werner Enterprises CEO Derek Leathers told analysts on the Q2 2026 earnings call that the structural capacity attrition caused by regulatory enforcement is only in the 'third inning.' He cited FMCSA ELD withdrawals, cabotage enforcement, and the Montgomery vs. Caribe broker liability ruling as key factors driving driver shortages. Werner's One-Way Truckload revenue per truck per week surged to $6,114 from $4,787 a year earlier, while overall trucking operating margin improved to 4.6%.
Logistics UPS shift away from Amazon shows bigger payoff
UPS completed its phase-out of low-margin Amazon business in Q2, leading to higher revenue per piece and profit despite lower volume. The company closed 45 facilities and automated 68.5% of U.S. volume, driving cost savings. Management raised full-year guidance.
Logistics Tenants signing longer leases for larger warehouses as 3PLs lock in capacity
Leases on U.S. industrial properties with at least one million square feet more than doubled to 38 in the first half of 2026, up from 16 a year earlier. The top-100 leases totaled 93.6 million square feet, a 26% year-over-year increase, as occupiers made longer-term commitments, with average lease terms rising five months to 89 months. Third-party logistics providers held the majority of the largest leases but saw their share decline.
Supply Chain Uber Freight Hires Logistics Tech Veteran Amir Pelleg as Chief Product Officer to Accelerate AI Strategy
Uber Freight has appointed longtime logistics technology executive Amir Pelleg as chief product officer, reinforcing its push into AI-powered transportation management. Pelleg, who held executive roles at Amazon, Convoy, and Dandy, will lead product strategy to help shippers improve visibility, automate decisions, and manage fragmented supply chain data.
Supply Chain Big manufacturing push: How India is aiming to future proof its supply chains from global conflicts
The Indian government is working on a broad manufacturing push to reduce import dependence and shield supply chains from geopolitical disruptions like the US-Iran conflict. Plans include identifying over 100 products for domestic production, cabinet-approved schemes for semiconductors and mobile phones worth Rs 1.9 lakh crore, and a taskforce led by Shaktikanta Das to map the import substitution roadmap. Consumer goods and electronics companies are also contingency planning ahead of the festive season.
Logistics Is This Trucking Market Different? Why Capacity Won't Flood Back In
Triumph Financial CEO Aaron Graft argues that the current trucking upcycle is more structural than cyclical, with litigation risk, regulatory pressure, and a tight driver market preventing a surge of new capacity. Despite broker margin compression, load sizes are growing, and Triump's factoring data shows a 26% quarter-over-quarter rise in average invoice size, indicating supply tightening rather than demand surge.
Logistics G2 Ocean CEO Arthur English Urges Shipping to Price Risk as One Interconnected System at Splash Singapore
Arthur English, CEO of G2 Ocean, urges the shipping industry to move beyond siloed risk management and instead treat geopolitical, operational, financial, and human factors as an interconnected system. Speaking ahead of September's Splash Singapore conference, he calls for more transparent allocation and pricing of risk, especially in the fragmented dry bulk sector.
Supply Chain Systematic $1.5M cargo theft ring used FedEx tracking, insider bribes, feds say
Raimond Cabrera De Leon pleaded guilty to participating in an international cargo theft conspiracy that stole over $1.5 million in electronics by exploiting FedEx shipment tracking and bribing wireless carrier employees for insider information. The ring involved automated scripts, specialized roles, and over 400 thefts across New Jersey in 2024.
Logistics Asia-US Ocean Freight Rates Soar 234% Since February Amid Iran Conflict and Tariff Frontloading
Ocean container spot rates from Asia to the US have surged over 230% since the start of the Iran conflict in late February, driven by geopolitical disruption and tariff frontloading. While rates are now gradually softening, carriers are leveraging higher bunker costs to slow the decline. The peak shipping season appears to have ended early, and blank sailings are emerging.
Supply Chain India and Australia Must Move Decisively to Build Resilient Energy Supply Chains, Experts Urge
A policy dialogue on the India-Australia Energy Security Corridor stressed that critical minerals must be at the heart of the partnership, moving beyond traditional buyer-seller relationships. Experts cautioned against over-reliance on concentrated supply chains and highlighted complementary strengths in mining, manufacturing, and renewable energy.
Supply Chain Six-Year Tender Lead Time Climb Signals Structural Shift in Supply Chain Planning
The SONAR Tender Lead Time index has drifted higher for six straight years, reaching 3.74 days. The trend reflects improved planning, trade policy volatility, and increased inventory buffers, with implications for carrier operations and intermodal usage.
Supply Chain Harrisons Malayalam Pilots Drone-Based Green Leaf Transport at Lockhart Estate Near Munnar
Harrisons Malayalam Limited (HML) has successfully trialled a payload drone for transporting freshly harvested green leaf from tea fields at its Lockhart Estate, in collaboration with drone technology partner Tropoworks. The initiative aims to improve field logistics, enhance productivity, reduce manual handling, and ensure faster movement of green leaf to the factory. HML plans to be among the first tea plantation companies to deploy payload drones for routine transport.
Commodities India's Potato Seed Ecosystem: The Foundation for Future Farming Prosperity
India, the world's second-largest potato producer, suffers from a productivity gap with average yields of 28-30 tonnes per hectare, half of global leaders. A fragmented seed ecosystem and low Seed Replacement Rate (25-30%) are primary causes. Transitioning to an organized seed marketing system with digital intelligence can boost yields, reduce crop failure risks, and align with growing demand from frozen food and QSR sectors.
Supply Chain Freight Distress Report: Supply Chain Providers Cut More Than 1,200 Jobs as Consolidation Accelerates
Companies across the freight economy disclosed plans to eliminate at least 1,222 jobs between July 10 and July 24, driven by facility closures, contract losses, and network optimization. Amazon, Temco Logistics, and Freight Handlers Inc. accounted for most of the layoffs, while 10 transportation businesses sought Chapter 11 bankruptcy protection.
Logistics Marten Transport Q2 Signals Reefer Market Tightening; Capacity Cuts and Rate Hikes Underway
Marten Transport reported Q2 results indicating a sharp tightening in the refrigerated truckload market. CEO Randy Marten said the freight market is breaking out from the longest recession on record, with regulatory enforcement removing capacity. The company raised rates, improved freight selection, and saw revenue per loaded mile increase 6% year-over-year in its non-dedicated TL fleet, despite an 8% reduction in tractor count.
Logistics Trucking Capacity Won't Flood Back In: Why This Market Is Structurally Different
Increased litigation, regulation, and legislation are acting as barriers to entry in the trucking market, preventing the surge of new capacity seen in previous upturns. According to Aaron Graft, CEO of Triumph Financial, this structural shift suggests tight market conditions may persist longer than anticipated, impacting profitability and driver availability.
Supply Chain Zebra's 'Physical AI' Transforms Supply Chain Operations by Empowering Frontline Workers
Zebra Technologies is advancing 'physical AI' to empower supply chain frontline workers with real-time feedback, moving beyond basic tracking to granular visibility. The approach aims to improve accuracy and speed from factory floor to final delivery, as detailed by Zebra's Andre Luecht at the F3: Future of Freight Festival.
Commodities India Imports Over 32 Lakh Tonnes of Fertiliser in Q1, Secures Long-Term Overseas Supply Deals
India imported over 32 lakh tonnes of key fertilisers in the first quarter of the current financial year, supplementing domestic production of 115.72 lakh tonnes. The government is diversifying import sources through long-term agreements with Saudi Arabia, Russia, and other nations to mitigate supply chain risks.
Logistics Triple-Pronged War Threat Intensifies for Global Shipping in Hormuz, Red Sea, and Black Sea
Shipping faces simultaneous crises: Iranian attacks in the Strait of Hormuz, Houthi strikes on tankers in the Red Sea, and Russia-Ukraine attacks halting Ukraine's maritime corridor. New US tariffs and climate disruption on European rivers compound the risks.
Commodities India and Myanmar Signal Closer Rare Earth Mining Ties Amid China Dominance
India and Myanmar are strengthening cooperation in rare earth mining, with Indian delegations visiting and the Indian ambassador highlighting win-win opportunities. Nearly half the world's heavy rare earth supply originates from Myanmar's Kachin state, currently shipped to China for processing. Indian firms including IREL, NTPC Mining, and Himadri Specialty are involved.
Intermodal Rail Volume Surges 7.2% as Carload Freight Slips in Weekly AAR Data
The Association of American Railroads reported intermodal traffic jumped 7.2% year-on-year in the week ending July 18, while carloads declined 1.2%. Total combined volume rose 3.4%. Year-to-date intermodal units are up 3.8%, and carloads up 2.9%. Coal and motor vehicles led carload declines. The data, covering U.S. railroads and North American networks, shows intermodal continuing to outpace traditional rail freight.
Logistics Houthi Naval Blockade on Saudi Arabia Tightens Oil Supply Pincer, Disrupts Red Sea Tanker Routes
Yemen's Houthis have declared a naval blockade on Saudi Arabia, causing tankers carrying Saudi crude and a Chinese car carrier to turn back in the Red Sea. The disruption threatens the fallback export route via the Red Sea, which Saudi Arabia had relied on after the Strait of Hormuz became too dangerous. Asian refiners are now seeking longer routes via Suez and the Cape of Good Hope, adding weeks to voyages and significantly increasing freight and bunker costs. Analysts warn that combined disruption of Hormuz and Bab el-Mandeb could affect routes carrying roughly a quarter of global oil supply.
Supply Chain Maritime Risk Managers Must Shift Focus from Vessels to Networks, Moody's Analyst Warns
According to Simon Puxley of Moody's, modern maritime operations face a fundamental challenge in assessing risk signals within a system dominated by legitimate activity. The real risk often sits not with the vessel alone but in the networks of ownership, management, and financial relationships behind it. Puxley outlines three practical consequences for maritime decision-makers: prioritisation, confidence in action, and the integration of intelligence.
Logistics Freight Rates Surge and Ports Jam as West Asia Conflict Disrupts Shipping from India
The renewed West Asia conflict has sent ocean freight rates soaring from Indian ports, with rates to West Asia jumping from $400 to $3,500 and to Argentina doubling to $9,000. Port congestion at Nhava Sheva and Mundra is delaying berthing, while container shortages and vessel blank calls are disrupting exports. Exporters are urging government intervention as logistics costs spiral.
Commodities Diesel Prices Surge in Largest Weekly Jump Since Iran War, Now Double Brent Crude
Diesel prices experienced their largest weekly jump since the Iran War, adding over 55 cents per gallon in two weeks, according to the latest DOE/EIA report. The surge has pushed diesel to double the price of Brent crude, highlighting severe imbalances in the global energy market. The spike threatens US industry, strains supply chains, and raises concerns ahead of hurricane season and ongoing geopolitical conflicts.
Logistics Tropical Storm Bertha Crawls Along Gulf Coast, Threatening Freight Logistics Through Thursday
Tropical Storm Bertha is slowly moving along the Gulf Coast, threatening significant coastal flooding and heavy rainfall that could disrupt logistics and supply chains, according to FreightWaves. Despite a predicted quiet hurricane season due to El Niño, slow-moving storms like Bertha pose serious risks to freight operations, particularly from localized heavy downpours and storm surge. Carriers and logistics managers should remain vigilant through Thursday.
Supply Chain Serial Entrepreneur Marc Held Reveals Keys to Successful Freight Tech Exits in AI Era
In an interview with FreightWaves, serial entrepreneur Marc Held, CEO of HOPTEK, discusses the keys to successful freight tech exits, drawing on his track record with Green Screens and Turvo. He explains how HOPTEK's AI-native freight monetization platform helps carriers maximize profit and streamline tender decisions by leveraging cross-customer and cross-industry data.
Supply Chain Fuel Hedging: Restaurant Supply Chain's Secret Weapon for Stability Amid Volatile Prices
Armada's CFO Brian McGowan details how fuel hedging strategies saved restaurant supply chain clients nearly $9 million during volatile fuel prices and inflation. The article also explores how AI and new tech are reshaping food delivery, and what GLP-1 drugs might mean for restaurant demand.
Logistics Tropical Storm Bertha Threatens Gulf Coast Freight and Energy Sector Operations
Tropical Storm Bertha is brewing in the Gulf, threatening significant disruption to freight markets and the energy sector along the Gulf Coast. According to FreightWaves, flooding, production shutdowns, and relief efforts will impact logistics, with even tropical storm status capable of causing major disruption for carriers and supply chains.
Logistics Freight Rattled by Delays, Ship Shortages and Port Congestion as West Asia Conflict Flares Up
Renewed West Asia conflict has caused severe disruptions on trade routes from India, with ocean freight rates more than doubling to Argentina and surging to West Asia from $400 to $3,500. Ports on India's west coast, particularly Nhava Sheva and Mundra, face congestion and vessel blank sailings. Exporters report container shortages, order cancellations, and mounting detention/demurrage costs, with some pausing bookings for Bahrain and Sydney.
Supply Chain AI shifts from planning to execution as manufacturers confront tariff uncertainty
As tariffs and trade disruptions escalate, manufacturers are turning to AI-powered supply chain orchestration to evaluate sourcing decisions before disruptions ripple through their networks. Kinaxis' Maestro platform helps companies model multiple scenarios simultaneously, enabling faster and more informed decision-making.