AI Platforms
89+ purpose-built AI platforms transforming supply chain planning, visibility, risk management, and operations.
End-to-end supply chain orchestration platform offering planning, execution, and delivery management. Named Leader in 2024 Gartner Magic Quadrant for SCP. Platform covers demand planning, supply planning, warehouse management, transportation, and workforce management.
AI Approach
Embedded AI/ML across all modules with AI assistants, solvers, and predictions. Real-time scenario modeling and digital network collaboration.
Key Customers
AI-powered 'Digital Brain' platform integrating demand, supply, finance, and commercial planning into a unified system. Uses Enterprise Knowledge Graph technology to model entire value chains. Rated 4.7/5 on Gartner Peer Insights.
AI Approach
Enterprise Knowledge Graph maps the complete value chain, combined with AI/ML and big data analytics for real-time scenario planning and decision-making.
Key Customers
Cloud-based concurrent planning platform (Maestro) enabling real-time what-if scenario analysis across all supply chain functions. 40,000+ users in 100 countries. Pioneered fast in-memory scenario simulation.
AI Approach
AI-powered user experience for productivity, ML-based demand sensing and forecasting, with emphasis on human-in-the-loop concurrent planning agility.
Key Customers
AI-driven unified platform for retail and supply chain planning covering demand forecasting, replenishment, production scheduling, workforce management, and markdown optimization. Especially strong for fresh/perishable goods.
AI Approach
Comprehensive AI/ML for demand sensing, automated replenishment, and sustainability/waste reduction with specialized models for fresh supply chains.
Key Customers
AI-powered supply chain planning platform specializing in demand forecasting, inventory optimization, and service level management. Known for probabilistic forecasting. ~4.7 stars on G2.
AI Approach
Probabilistic forecasting and ML-driven inventory optimization that accounts for demand and supply variability simultaneously.
Key Customers
AI-powered platform for algorithmic supply chain decision-making. Lyric Studio enables enterprises to design, test, and deploy high-performance models for planning, logistics, and inventory. Revenue grew 500% since emerging from stealth.
AI Approach
Low-code platform (Lyric Studio) that puts algorithmic decision-making directly in the hands of supply chain builders, not just data scientists.
Key Customers
Leading supply chain visibility platform (Movement) providing real-time multi-modal tracking, predictive ETAs, and AI-powered supply chain intelligence. 1,400+ telematics integrations, 80+ TMS/ERP integrations, 230,000+ carrier connections.
AI Approach
Proprietary Supply Chain AI transforms fragmented logistics data into a single source of truth with 90%+ ETA accuracy and prescriptive analytics.
Key Customers
Real-time supply chain visibility platform tracking 3M+ daily shipments. Intelligent Control Tower unifies real-time data, digital twins, and AI for predictive insights. Named Leader in Gartner Magic Quadrant for RTTVP.
AI Approach
Data streaming with Apache Kafka + AI for real-time exception handling, automated execution, and predictive scenario planning across transportation, inventory, and yard.
Key Customers
AI-powered multi-tier supply chain risk management platform. Maps extended supplier networks and continuously monitors for financial, operational, ESG, and geopolitical risks. Launched iTariffs in June 2025 for tariff exposure assessment.
AI Approach
Predictive analytics for multi-tier supply chain risk with AI-powered tariff exposure assessment and continuous supplier network monitoring.
Key Customers
Supply chain risk management and mapping platform using AI and big data to identify, assess, and mitigate risks across multi-tier supplier networks.
AI Approach
AI-powered continuous risk monitoring across millions of data points with predictive analytics and automated supply chain mapping.
Key Customers
AI-powered supply chain risk analytics platform that predicts and mitigates disruptions through real-time monitoring of weather, geopolitical, and operational signals.
AI Approach
Combines proprietary AI models with granular risk data covering weather, geopolitical, cyber, ESG, and operational risks.
Key Customers
AI-powered delivery management platform for last-mile optimization. Serves retail, e-commerce, and CEP companies across 30 countries with orchestration, visibility, and branded customer experiences.
AI Approach
AI-driven delivery orchestration combining route optimization, real-time visibility, and predictive analytics for last-mile efficiency.
Key Customers
Last-mile delivery management platform with proprietary AI-powered routing algorithm achieving high ETA accuracy. Offers highly configurable features for the entire delivery management process.
AI Approach
Proprietary AI-powered routing algorithm for last-mile deliveries with machine learning-based ETA predictions.
Key Customers
AI-powered logistics automation platform covering route optimization, delivery scheduling, fleet management, and real-time tracking for enterprises globally.
AI Approach
Machine learning for real-time route optimization and delivery scheduling across multiple transportation modes.
Key Customers
Autonomous mobile robots (AMRs) for warehouse fulfillment that work collaboratively alongside human workers. Robots-as-a-Service (RaaS) model enables scalable deployment.
AI Approach
AI-powered collaborative robots that optimize picking paths in real-time, scaling up/down based on demand with RaaS subscription model.
Key Customers
AI-powered robotic and software platform for warehouse automation. Acquired Walmart's Advanced Systems and Robotics division for $200M in Jan 2025. Develops end-to-end automation systems for distribution centers.
AI Approach
AI-enabled robotics combining autonomous bots with proprietary software for pallet/case handling, storage optimization, and outbound building.
Key Customers
Cube-based AS/RS system that increases storage density by up to 4x. Robots operate on a grid above stored bins, retrieving items and delivering them to pick stations.
AI Approach
AI-optimized robot coordination on cube grid, predictive maintenance, and intelligent bin placement based on demand patterns.
Key Customers
Global leader in AMR manufacturing with goods-to-person, sorting, and forklift robots. Ships record volumes across 40+ countries.
AI Approach
AI-powered fleet orchestration with adaptive path planning, real-time obstacle avoidance, and intelligent task allocation.
Key Customers
Business spend management platform with AI-powered procurement, supply chain design, and optimization. Demand modeler uses AI for enhanced demand predictions; supply chain modeler optimizes networks and inventory.
AI Approach
AI-driven spend analysis, procurement optimization, supplier risk management, and supply chain network modeling powered by the LLamasoft acquisition.
Key Customers
AI-powered procurement and supply chain platform (GEP SMART) integrating ML across sourcing, contract management, spend analysis, and supplier collaboration.
AI Approach
End-to-end procurement automation with predictive analytics, supplier risk management, and real-time spend visibility powered by ML.
Key Customers
AI-native procurement platform built from the ground up to automate intake-to-procure workflows. Combines AI assistants, supplier insights, and contract intelligence for faster cycle times.
AI Approach
AI-native platform with agentic AI support across sourcing, contracts, and risk—designed for speed rather than retrofitting AI onto legacy procurement.
Key Customers
Autonomous sourcing platform using AI to automate tail spend and spot-buy procurement by finding the best suppliers and prices from existing and new vendor pools.
AI Approach
AI-driven autonomous sourcing that automatically finds, evaluates, and recommends suppliers for non-strategic purchases.
Key Customers
AI platform for supply chain optimization that reduces waste and improves efficiency across manufacturing, logistics, and inventory management.
AI Approach
Purpose-built AI models for supply chain waste reduction covering demand sensing, flow optimization, and inventory management.
Key Customers
AI-powered platform that maps the global supply chain using trade data, customs records, and commercial transactions to create a dynamic model of global trade flows.
AI Approach
Uses AI to build a dynamic map of global supply chains from trade data, enabling risk detection, compliance, and strategic sourcing decisions.
Key Customers
AI-powered autonomous mobile robots and workflow orchestration software for warehouse and distribution center operations.
AI Approach
AI-driven orchestration that dynamically coordinates robot fleets with human workers and existing equipment for optimal workflow.
Key Customers
European-leading real-time transportation visibility platform. Integrates with 1,100+ TMS, telematics, and ELD systems. Named alongside project44 and FourKites as market leaders.
AI Approach
ML-powered predictive ETAs and exception detection with emphasis on European multimodal logistics networks.
Key Customers
AI-native freight platform with Insights AI (30+ AI agents) automating execution across the shipment lifecycle. Manages ~$20B in freight under management serving 30% of Fortune 500.
AI Approach
30+ AI agents automating quoting, booking, appointment scheduling, and tracking. LLM-based Insights AI trained on $20B freight data for proactive recommendations.
Key Customers
AI-powered digital freight platform offering instant pricing, automated booking, and optimization across truckload, drayage, and intermodal. Uses ML for dynamic pricing and load matching.
AI Approach
ML-driven instant pricing models and automated carrier matching that learns from historical freight data.
Key Customers
AI-driven freight marketplace connecting shippers directly with carriers. Strong AI-powered route optimization and lane-specific pricing intelligence.
AI Approach
AI-driven route optimization, lane-specific pricing, and predictive capacity management.
Key Customers
Tech-first global freight forwarder and supply chain platform using data and AI to optimize ocean, air, trucking, and customs brokerage operations.
AI Approach
Data-driven supply chain intelligence platform with AI-powered visibility, predictive analytics, and automated documentation.
Key Customers
AI-native supply chain planning platform rated 4.9 stars on G2. Focuses on inventory optimization and demand forecasting with strong user experience and tangible AI features.
AI Approach
AI-first approach where planning decisions are actually automated/improved by AI, not just AI-washed traditional planning.
Key Customers
AI platform monitoring global risk signals across supplier networks for disruption prediction and ESG compliance monitoring.
AI Approach
NLP-based continuous monitoring of global news, social media, and regulatory sources in 50+ languages for early risk detection.
Key Customers
Leading sustainability ratings platform providing evidence-based assessments of company ESG practices across global supply chains.
AI Approach
AI-augmented sustainability scoring combining document analysis, public data monitoring, and questionnaire responses.
Key Customers
AI-driven platform that automates sourcing and manufacturing for consumer brands. Uses AI agents to negotiate with suppliers and manage logistics.
AI Approach
Agentic AI that autonomously negotiates with suppliers, manages logistics, and helps brands diversify supply chains.
Key Customers
Freight procurement platform with benchmarking and market intelligence. Helps shippers understand buying behavior versus market trends for optimized transportation spend.
AI Approach
AI-powered rate benchmarking and market analytics trained on aggregated freight market data.
Key Customers
Cognitive automation platform using AI to make and execute real-time supply chain decisions at scale. Revenue reached $97M in 2024. Recognized in 2025 Gartner Market Guide for ADM Platforms for Supply Chain. Hershey deployed Aera for supply chain loss prevention.
AI Approach
Cognitive automation that combines ML, NLP, and GenAI to sense conditions, recommend actions, and autonomously execute supply chain decisions in real-time.
Key Customers
AI-powered supply chain performance optimization company. Closed 2025 with record quarter (146% of Q4 plan). Customers include Honda, Keurig Dr Pepper, and Continental Battery.
AI Approach
AI-driven supply chain optimization focused on rapid results and measurable performance improvements in planning, forecasting, and inventory management.
Key Customers
AI platform optimizing decisions across the value chain from inventory and pricing to customer interactions. Manchester, UK-based. Customers see 5% revenue increase, 12% inventory reduction, 5% supply chain cost reduction.
AI Approach
Applied AI that runs across organizations, optimizing core value chain processes including inventory management, pricing, and customer engagement.
Key Customers
In-transit supply chain risk management platform providing real-time monitoring, predictive intelligence, and immediate response capabilities. Safeguards over $1.4T in cargo trade with 99.9% shipment protection rate. Acquired FreightVerify for expanded visibility.
AI Approach
AI-powered real-time cargo monitoring, predictive risk intelligence, and automated response for theft, damage, and delay prevention.
Key Customers
AI-powered logistics optimization platform using advanced algorithms for strategic analysis, uncertainty planning, and dynamic load planning that responds to rapidly changing market conditions.
AI Approach
AI that combines optimization algorithms with uncertainty modeling to create dynamic fleet plans adapting to real-time market conditions.
Key Customers
AI-powered fulfillment management and logistics platform. Launched Freehand, an agentic AI studio to help enterprises optimize logistics spend decisions through autonomous AI agents.
AI Approach
Agentic AI for logistics with autonomous agents that optimize spend decisions, manage transportation execution, and provide real-time visibility.
Key Customers
AI-native logistics orchestration platform enabling businesses to organize and manage deliveries across multiple delivery service providers. Launched Pick & Deliver for in-store fulfillment in 2025.
AI Approach
AI-native delivery orchestration that intelligently routes orders across multiple delivery providers for optimal speed, cost, and reliability.
Key Customers
Real-time shipment visibility platform using IoT sensor trackers to monitor location, temperature, humidity, shock, and light conditions throughout the supply chain. 900+ businesses trust Tive globally.
AI Approach
AI-powered analytics on sensor data for predictive shipment condition monitoring, automated excursion alerts, and supply chain quality assurance.
Key Customers
Cloud-based API platform for real-time marine container and vessel tracking. Provides universal container tracking API that integrates with existing supply chain systems.
AI Approach
API-first approach to ocean freight visibility with predictive analytics for vessel ETAs and container tracking across global carriers.
Key Customers
Unified cloud-native supply chain platform combining WMS, OMS, Planning, and AI-powered Intelligence from a single codebase. Achieves full deployment in 4-8 weeks vs. 12-18 months for enterprise competitors.
AI Approach
AI accesses complete supply chain data in real-time from unified platform for intelligent order orchestration, inventory optimization, and fulfillment decisioning.
Key Customers
AI-powered fresh food supply chain platform that optimizes ordering, inventory, and merchandising for perishable goods to reduce food waste and improve margins for grocery retailers.
AI Approach
AI specifically trained on perishable goods dynamics including shelf life, spoilage patterns, and fresh category demand to optimize ordering and reduce waste.
Key Customers
Cloud and AI-based collaborative logistics platform enabling real-time supply chain collaboration, visibility, and management between shippers, carriers, and 3PLs.
AI Approach
AI-powered collaborative logistics with real-time visibility, automated workflows, and predictive analytics across transportation networks.
Key Customers
Supply chain software and automation provider offering modular WMS, WCS, TMS, and voice solutions. Provides flexible alternative to Manhattan Associates with incremental implementation approach.
AI Approach
AI-powered optimization and automation modules for throughput and labor efficiency, with modular deployment enabling phased AI adoption.
Key Customers
Cloud-based AI-driven supply chain planning solution tightly integrated with S/4HANA. Enhanced by Joule AI copilot. Covers demand, supply, sales, inventory planning, and response management with real-time simulation.
AI Approach
ML-based demand sensing, predictive analytics, and Joule AI copilot for natural language interaction with planning data and automated scenario simulation.
Key Customers
Comprehensive cloud supply chain management suite covering procurement, logistics, manufacturing, and inventory. AI agents scan supplier networks for risks and optimize fulfillment. Rated 4.2/5 on Gartner Peer Insights.
AI Approach
Embedded AI agents monitoring supplier risks, optimizing fulfillment, and enabling proactive procurement with predictive analytics across the full SCM suite.
Key Customers
Leading supply chain execution platform (Manhattan Active) with AI-driven warehouse, transportation, and order management. Microservices architecture with continuous cloud-native updates.
AI Approach
AI-driven predictive decision support using advanced optimization for workforce management, order orchestration, and fulfillment across complex distribution networks.
Key Customers
AI workforce that handles day-to-day operations for CPG brands. Processes orders end-to-end, forecasts demand in real-time, and automatically creates purchase orders to prevent stockouts.
AI Approach
Agentic AI workforce that autonomously manages retail brand operations including order processing, demand forecasting, and replenishment.
Key Customers
AI agents that manage overseas hardware manufacturing, understanding build matrices, coordinating waterfall schedules with suppliers, and negotiating pricing for production builds.
AI Approach
AI agents that autonomously coordinate manufacturing schedules, negotiate with overseas suppliers, and manage hardware build processes.
Key Customers
AI agents for global trade compliance that work directly inside existing workflows (Excel, PDFs, broker portals). Brings reasoning, memory, and automation to trade operations.
AI Approach
AI agents with reasoning and memory capabilities that automate trade compliance tasks within existing tools and workflows.
Key Customers
AI-powered technology enabler and digital transformer of the American food supply chain. Builds eCommerce and software technologies to modernize the traditionally offline food distribution industry.
AI Approach
AI-powered demand forecasting, inventory optimization, and logistics management specifically designed for the perishable food supply chain.
Key Customers
AI-powered external data analytics platform that correlates thousands of economic, social, and environmental indicators with business demand to improve forecasting accuracy.
AI Approach
ML models that continuously scan and correlate 10M+ global economic and market indicators with business demand patterns for improved forecasting.
Key Customers
Cloud-based service lifecycle management platform specializing in aftermarket supply chain optimization including spare parts inventory, pricing, and service planning for equipment manufacturers.
AI Approach
AI-powered inventory optimization for intermittent demand patterns common in spare parts, with ML-based pricing and service planning.
Key Customers
Manufacturing analytics platform that uses AI to provide real-time visibility into production processes, quality metrics, and machine performance across factory networks.
AI Approach
AI-powered manufacturing intelligence combining machine data, process parameters, and quality outcomes for real-time defect detection and root cause analysis.
Key Customers
Inventory optimization software (Slim4) providing AI-powered demand forecasting, inventory planning, and supply planning for wholesale, distribution, and manufacturing companies.
AI Approach
Statistical and ML-based forecasting combined with intelligent inventory optimization algorithms tailored for diverse demand patterns.
Key Customers
Multi-enterprise supply chain network platform providing visibility, collaboration, and orchestration across trading partners. Part of Infor's CloudSuite industrial and distribution portfolio.
AI Approach
AI-powered supply chain visibility and orchestration with Coleman AI assistant embedded across Infor's supply chain and ERP applications.
Key Customers
Connected planning platform for financial, supply chain, and workforce planning. HyperBlock calculation engine enables real-time scenario modeling at enterprise scale.
AI Approach
PlanIQ ML engine for demand forecasting and predictive analytics, combined with HyperBlock engine for real-time multi-dimensional scenario analysis.
Key Customers
Connected supply chain platform providing end-to-end visibility, planning, and execution across complex multi-tier global supply chains with channel shaping and demand sensing capabilities.
AI Approach
AI-powered demand sensing, channel shaping, and multi-tier supply chain visibility with automated exception management and decision recommendations.
Key Customers
Comprehensive source-to-pay procurement platform with AI-powered spend analytics, autonomous sourcing, and supplier management for direct and indirect materials.
AI Approach
AI-powered autonomous sourcing, predictive spend analytics, and intelligent supplier recommendation across direct and indirect procurement categories.
Key Customers
Unified source-to-pay platform with strong AI capabilities for procurement analytics, supplier management, and contract lifecycle management across complex enterprise environments.
AI Approach
AI-driven spend classification, supplier risk scoring, and contract analytics with emphasis on configurability for complex enterprise procurement scenarios.
Key Customers
AI-powered source-to-pay platform with Merlin AI assistant for procurement, covering spend analysis, sourcing, contract management, and supplier management.
AI Approach
Merlin AI provides autonomous procurement assistance with NLP-powered spend classification, predictive analytics, and intelligent sourcing recommendations.
Key Customers
World's largest B2B commerce network connecting millions of buyers and suppliers with AI-powered procurement, sourcing, and supply chain collaboration capabilities enhanced by Joule AI copilot.
AI Approach
Joule AI copilot for guided sourcing events, AI-powered spend analysis, intelligent supplier matching on the Ariba Business Network, and risk monitoring.
Key Customers
Collaborative mobile robot (Chuck) platform for warehouse fulfillment that guides workers through optimized pick paths while autonomously navigating the warehouse floor.
AI Approach
AI-optimized pick path routing that continuously learns from warehouse operations to improve efficiency, combined with autonomous navigation and fleet coordination.
Key Customers
Cloud-based autonomous mobile robot platform offering goods-to-person picking, conveyor replacement, and material transport robots for warehouses and manufacturing facilities.
AI Approach
Cloud-based robot orchestration with AI-powered navigation, dynamic path planning, and fleet management integrated with Zebra's enterprise asset intelligence platform.
Key Customers
Purpose-built autonomous delivery vehicle company developing custom zero-occupant vehicles for local goods delivery including groceries, food, and packages in suburban neighborhoods.
AI Approach
End-to-end autonomous driving AI optimized for low-speed last-mile delivery with custom hardware designed for goods delivery without passenger safety constraints.
Key Customers
Autonomous middle-mile logistics company operating driverless box trucks on fixed, repeatable routes between distribution centers and retail stores.
AI Approach
Autonomous driving AI optimized for fixed B2B routes with Class 3-7 commercial vehicles, focusing on middle-mile supply chain efficiency.
Key Customers
Autonomous trucking technology company providing PlusDrive, a driver-in/driver-out supervised autonomous driving system for Class 8 trucks on highway routes.
AI Approach
AI-powered highway pilot system using multi-sensor fusion for autonomous long-haul trucking with progressive autonomy levels from driver-assist to fully autonomous.
Key Customers
AI-powered supply chain visibility platform specializing in predictive container tracking and port congestion analytics for ocean freight with accurate ETA predictions.
AI Approach
ML-based container ETA prediction combining vessel tracking, port performance data, and weather patterns for accurate ocean freight forecasting.
Key Customers
Maritime AI platform using vessel behavior analytics and predictive intelligence for supply chain risk management, trade compliance, and port logistics optimization.
AI Approach
AI-powered maritime behavioral analytics analyzing vessel movements, trade patterns, and risk signals across global shipping lanes.
Key Customers
AI-powered autonomous negotiation platform that conducts commercial negotiations with suppliers via AI agents, handling price, payment terms, and contract renewals at scale.
AI Approach
AI agents that autonomously negotiate with suppliers using game theory and behavioral AI, achieving outcomes preferred by both parties.
Key Customers
AI-powered supplier intelligence platform that autonomously enriches and maintains supplier data, providing comprehensive profiles for procurement decision-making and supplier diversity tracking.
AI Approach
AI continuously crawls public and proprietary data sources to build and maintain comprehensive supplier profiles including capabilities, certifications, and diversity status.
Key Customers
World's largest temperature-controlled warehouse REIT using AI and automation to optimize cold chain logistics across 480+ facilities in 20+ countries.
AI Approach
AI-powered warehouse optimization including automated storage density, energy management, and predictive labor planning across the cold chain network.
Key Customers
Temperature-controlled warehousing and logistics REIT operating 250+ facilities with AI-driven cold chain optimization and inventory management.
AI Approach
AI-powered cold chain monitoring, energy optimization, and warehouse management with predictive temperature control across facility networks.
Key Customers
Multi-carrier transportation management platform providing rate shopping, shipment execution, and analytics across parcel, LTL, and FTL with AI-powered carrier selection.
AI Approach
AI-powered carrier selection and rate optimization across multiple modes and carriers based on historical performance, cost, and delivery requirements.
Key Customers
AI robotics company building universal AI for robots to see, reason, and act in the real world. Focuses on warehouse picking and manipulation tasks across diverse product types.
AI Approach
Foundation model for robotic manipulation (Covariant Brain) enabling robots to handle diverse products with minimal training using transfer learning and reinforcement learning.
Key Customers
Piece-picking robot platform combining AI vision with adaptive grasping for automated order fulfillment in e-commerce and retail distribution centers.
AI Approach
AI-powered grasp planning and object recognition enabling robots to pick and sort diverse items from bins with high reliability using adaptive manipulation strategies.
Key Customers
Ocean and air freight rate benchmarking platform providing real-time market intelligence from aggregated contract and spot rates across global trade lanes.
AI Approach
ML-powered rate benchmarking and forecasting using crowdsourced freight rate data to provide market intelligence for procurement negotiations.
Key Customers
AI-powered supply chain planning platform covering demand, inventory, manufacturing, and transportation planning with advanced analytics and optimization capabilities.
AI Approach
ML-powered demand sensing and inventory optimization with automated exception management and what-if scenario modeling across supply chain functions.
Key Customers
Real-time, multi-party supply chain network platform enabling autonomous supply chain operations with AI-driven planning, execution, and collaboration across trading partners.
AI Approach
NEO autonomous supply chain AI that senses demand, optimizes inventory, and executes transactions autonomously across multi-tier supply chain networks.
Key Customers
Demand sensing platform using predictive analytics to forecast hyper-local consumer demand and optimize inventory allocation across retail locations and channels.
AI Approach
Probabilistic demand models that predict individual consumer purchase behavior to optimize inventory allocation at the store-SKU level.
Key Customers
Technology-powered freight brokerage platform using AI to match shippers with carriers across truckload, LTL, and intermodal freight markets.
AI Approach
AI-powered load matching, dynamic pricing, and carrier recommendation using machine learning trained on billions of data points from freight transactions.
Key Customers
3D robotic supply chain system using vertical storage and retrieval technology that reduces warehouse footprint by 85% while increasing throughput through vertical goods-to-person automation.
AI Approach
AI-controlled 3D robotic shuttles that store and retrieve goods vertically, optimizing storage density and pick efficiency through intelligent bin management.
Key Customers
French warehouse robotics company developing Skypod system where robots climb 3D storage racks to retrieve bins, combining high storage density with high throughput rates.
AI Approach
AI-orchestrated fleet of climbing robots with intelligent order batching, dynamic slotting, and real-time throughput optimization across 3D rack structures.
Key Customers
Computer vision-enabled hardware and software platform for warehouse inventory automation. Uses ruggedized, IP69-rated edge AI devices with 4x50MP cameras that can be dock-mounted, forklift-mounted, conveyor-mounted, or handheld. Performs real-time AI processing at the source for dock verification, inventory putaway, damage detection, dimensional analysis, barcode/QR reading, handwritten text recognition, case counting, and expiration date identification.
AI Approach
Advanced computer vision algorithms with edge AI processing on low-cost ruggedized mobile hardware. Creates real-time digital twins of inventory and dock operations, integrating with WMS to identify discrepancies instantly. Supports multi-format data capture across challenging warehouse environments.
Key Customers
AI-powered platform that connects contracts, systems, and finance operations to catch missed billables, reduce disputes, and accelerate cash flow in supply chain and logistics. Extracts commercial terms from SLAs, rate cards, and emails to automatically apply every billable service, ensuring no value-added service goes uncharged.
AI Approach
AI-driven extraction and matching of commercial terms from contracts, SLAs, rate cards, and unstructured communications. Automates billing reconciliation and dispute resolution across logistics and supply chain finance operations.