Ecosystem

LeanDNA provides inventory, material-shortage and factory analytics for manufacturing supply chains.

GE Vernova provides energy equipment, grid technology and industrial software for power and infrastructure operations.

Crisp provides a retail data and AI platform connecting brands, distributors and retailers around shared operational information. Its capabilities support retail data , demand visibility and collaborative commerce workflows.

Suplari developed AI-based spend intelligence and procurement analytics and became part of Microsoft .

Haizol operates a custom manufacturing and industrial sourcing marketplace connecting buyers with verified factories across processes such as CNC machining, injection molding, sheet metal fabrication and other engineered manufacturing services.

Miebach is a specialist Supply Chain consultancy operating across strategy, logistics engineering and digital solutions. Its work spans network and facility design, planning, automation and the implementation of operational Supply Chain systems.

Argon & Co is an international management consultancy specializing in operations strategy and transformation. Its Supply Chain capabilities include planning, manufacturing, logistics, procurement, operating-model design and performance improvement.

ABB provides electrification, industrial automation, robotics and motion technologies for manufacturing and infrastructure.

6 River Systems developed collaborative mobile robots and fulfillment software and is part of Ocado Group .

MaintainX provides maintenance, work-order and frontline-operations software for industrial teams.

LlamaIndex provides frameworks and services for connecting language models and agents to enterprise documents, knowledge and data. Its capabilities support enterprise RAG , document processing and knowledge-agent applications.

Litmus Automation provides industrial edge, data integration and operations software for connected manufacturing.

Limble provides CMMS, preventive-maintenance and asset-management software.

Levelpath provides AI-supported procurement intake, workflow and supplier-management software.

LangChain provides frameworks and tooling for building, orchestrating, evaluating and monitoring applications and agents based on language models. Its ecosystem includes LangGraph and LangSmith for agent engineering .

Landing AI provides computer-vision and visual AI tools for manufacturing and enterprise workflows.

Körber Supply Chain provides warehouse software, automation, robotics and implementation services for logistics operations.

Komugi is a French industrial-planning software provider focused on workload-capacity balancing, PIC/PDP planning, bottleneck visibility and scenario simulation for small and mid-sized manufacturers. The platform connects production plans with financial and delivery outcomes, combining source data from ERP environments with planning logic for capacity, subcontracting, investment and service-level decisions. Its positioning is especially relevant for discrete and complex manufacturing in aerospace, defense, energy and medical sectors. Komugi also offers a three-month deployment format and planning support intended to structure the underlying data, routines and ownership required for reliable PIC/PDP processes.

Kodiak Hub provides supplier relationship, performance and risk-management software.

KNAPP provides warehouse automation, robotics, shuttle systems and software for logistics and production operations.

ketteQ provides adaptive, agent-led Supply Chain Planning built on Salesforce and AWS. Its PolymatiQ AI engine supports multi-pass scenario analysis across demand, supply and inventory decisions, with digital planning agents that can augment existing environments or operate within the ketteQ platform.

Keelvar provides sourcing optimization and autonomous sourcing software for procurement teams.

Katana provides cloud inventory and production-management software for small manufacturers, including materials, purchasing and production planning.

JITbase provides production scheduling and manufacturing planning software focused on finite-capacity schedules and shop-floor feasibility.

Inventoro provides inventory forecasting and replenishment planning for small businesses and ecommerce operations.

Intuendi provides AI-based demand forecasting and inventory optimization for small and mid-sized companies.

Interos provides multi-tier Supply Chain mapping, risk monitoring and resilience intelligence.

IntegrityNext provides supplier sustainability, compliance and risk-management software.

Instrumental provides AI-supported manufacturing quality, defect detection and process analytics.

Imperia provides Supply Chain Planning software for demand, production and procurement planning.

ICRON provides an AI-native Supply Chain Planning and decision-intelligence platform covering demand, supply, production, capacity and scenario planning. The platform emphasizes real-world constraints, customer-service objectives and the deployment and governance of complex planning decisions.

Horizon Solutions provides Supply Chain Planning advisory and software-market analysis, with a focus on APS selection, planning architecture and the differences between detailed scheduling and end-to-end planning platforms.

Honeywell Intelligrated provides warehouse automation, robotics, controls and execution software for distribution and manufacturing operations.

Honeywell provides industrial automation, process control, warehouse technology and connected-operations software.

Hitachi Digital provides digital, data and AI solutions for industrial and infrastructure operations.

HighByte provides industrial data-operations software for contextualizing and moving plant data across systems.

Hai Robotics provides autonomous case-handling robots and warehouse automation systems for storage and fulfillment.

Graphite Connect provides supplier onboarding, master-data and relationship-management software.

Globality provides AI-supported sourcing and procurement automation for services and indirect spend.

GEP provides procurement, source-to-pay and Supply Chain software and services for enterprise organizations.

Geek+ provides autonomous mobile robots and warehouse automation for picking, sorting, moving and storage workflows.

frePPLe is an open-source Supply Chain Planning and Advanced Planning and Scheduling platform covering demand forecasting, inventory planning, production planning and replenishment. It offers community, cloud, enterprise and OEM deployment models, with integrations including Odoo and REST-based interfaces.

Fox Robotics develops autonomous forklifts for trailer unloading and warehouse material movement.

ForwardX Robotics provides vision-based autonomous mobile robots for picking, material movement and warehouse workflows.

Firstshift provides AI-native demand, supply, inventory and S&OP planning capabilities.

Fiix provides cloud CMMS and AI-supported maintenance capabilities as part of Rockwell Automation .

Falkonry provides time-series AI for detecting abnormal behavior in industrial operations.

Fairmarkit provides autonomous sourcing and tail-spend management software for procurement organizations.

Fabrikatör provides inventory planning, purchasing and cash-flow support for ecommerce brands.

Fabric develops automated fulfillment systems and software for high-density, rapid order processing.

Exotec provides warehouse robotics, automated storage and software for fulfillment and distribution operations.

Everstream Analytics provides Supply Chain risk monitoring, predictive analytics and multi-tier visibility.

Dialflo is an emerging AI and Supply Chain Planning vendor focused on demand, supply, inventory and S&OP capabilities. Its market positioning emphasizes AI-supported planning workflows and practical comparisons of planning-software categories.

Dexterity develops AI-powered robotic manipulation systems for warehouse and logistics workflows.

Dematic provides automated material-handling systems, robotics and warehouse software for distribution and manufacturing.

Demand Solutions provides demand planning, forecasting, inventory optimization and supply-chain planning software.

Demand Driven Technologies provides demand-driven planning software, including Intuiflow, for DDMRP, inventory positioning and flow management.

Delfoi develops cloud-based production planning, scheduling and execution software. Delfoi Planner combines advanced production scheduling, capacity planning, project and workforce planning, shop-floor execution and performance analytics.

DeepVu provides AI-native Supply Chain Planning focused on resilient planning under uncertainty. Its platform combines multi-agent generative AI, external signals, knowledge graphs and human feedback to support forecasting and planning decisions.

DecisionBrain develops optimization and decision-support applications for complex planning, scheduling and resource-allocation problems across Supply Chain and operations.

Daybreak , formerly Noodle.ai, provides an AI-first Supply Chain Planning platform designed to make advanced data science accessible to business planners. Its positioning focuses on domain-specific planning workflows, demand intelligence and AI-supported decisions without requiring users to build models from code.

DataRobot provides enterprise AI and automated machine-learning capabilities used for forecasting and Supply Chain applications.

Dataiku provides an enterprise AI and analytics platform used for forecasting, optimization and Supply Chain data-science applications.

Dassault Systèmes provides engineering, simulation, manufacturing and virtual-twin software through the 3DEXPERIENCE platform.

CyberPlan provides demand, inventory, procurement and production planning software for manufacturing and distribution environments.

Craft provides supplier and company intelligence for procurement, risk and resilience teams.

Covariant developed foundation-model-based robotic manipulation technology for warehouse picking; key technology and team members later joined Amazon .

Cogsy provides inventory and operations planning for ecommerce brands, connecting demand, purchasing and stock decisions.

Cognite provides industrial data contextualization and AI software for asset-intensive operations.

Certa provides third-party onboarding, risk, compliance and lifecycle-management software.

Celonis provides process intelligence and execution-management capabilities used to analyze and improve Supply Chain processes.

C3 AI provides enterprise AI applications for industrial, energy, maintenance and Supply Chain use cases.

Brightpick provides autonomous mobile robots for goods-to-person picking and fulfillment.

Braincube provides industrial data, analytics and AI applications for process and manufacturing performance.

Boston Dynamics develops mobile robots for industrial inspection, material movement and physical operations.

Bosch provides industrial automation, manufacturing software, sensors and connected operations technology.

Blue Ridge provides demand planning, inventory optimization, replenishment and pricing solutions for distributors and retailers.

Beroe provides procurement intelligence, category insights and supplier-market research.

Berkshire Grey develops AI-enabled robotic picking, sorting and fulfillment systems and is backed by SoftBank Group.

B2Wise provides Demand Driven MRP software, education and implementation support focused on flow-based planning and inventory positioning.

AVEVA provides industrial software for engineering, operations, data management and asset performance.

Avercast provides demand forecasting, inventory planning and supply-chain planning software.

AutoStore provides cube-based automated storage, retrieval and warehouse software using robots, grids and workstations.

AutoScheduler.AI provides an agentic warehouse decision layer that operates on top of existing WMS environments. Its platform coordinates labor, yard, execution and automation decisions using specialized decision agents and continuously updated operational plans.

Augury provides machine-health monitoring and industrial AI for reliability and manufacturing performance.

Asprova provides Advanced Planning and Scheduling software for high-speed, constraint-based production scheduling across sales, manufacturing, inventory and purchasing. Its platform supports long-, medium- and short-term planning with detailed process rules and configurable scheduling logic.

AspenTech provides industrial software for process optimization, asset performance and operational planning.

Arkestro provides predictive procurement and sourcing optimization software.

Ambi Robotics develops AI-powered robotic sorting and parcel-handling systems for logistics operations.

Aible provides enterprise AI applications and decision-support capabilities, including supply-chain use cases.

AGR provides demand forecasting, inventory optimization and replenishment planning software for distributors and retailers.

Agility Robotics develops humanoid robots for repetitive material-handling and industrial workflows.

Addverb provides warehouse robotics, automation systems and software for fulfillment and distribution.

Wiliot provides an Ambient IoT platform using battery-free sensing tags to track products, assets and environmental conditions. Its technology supports Supply Chain visibility , traceability and inventory tracking.

Weights & Biases provides tools for experiment tracking, model evaluation, application monitoring and AI development workflows. The company is part of CoreWeave and supports machine-learning operations .

VusionGroup provides connected-commerce technologies combining electronic shelf labels, retail IoT, store data and shelf automation. Its platform supports connected commerce and store-execution workflows.

UiPath provides agentic automation and orchestration combining software robots, AI agents, workflows and human review. Its platform supports agentic automation across enterprise processes.

Trimble provides transportation, geospatial, agriculture and construction technologies that connect digital plans with physical operations. The group profile complements the existing Trimble Transportation entry.

Trax Retail provides computer-vision and analytics capabilities for retail execution, shelf conditions and product availability. Its platform supports on-shelf availability and store-compliance workflows.

SymphonyAI provides vertical AI platforms for retail, consumer goods, industrial and other enterprise sectors. The group profile complements existing entries for SymphonyAI Retail and SymphonyAI Industrial.

Starburst provides an open-lakehouse and distributed-query platform based on Trino for governed access to data across multiple systems. Its platform supports distributed query , analytics and AI data access.

Scandit provides smart-data-capture capabilities using mobile devices, scanners and computer vision for retail, logistics and field operations. Its technology supports inventory accuracy and operational data capture.

RetailNext provides in-store analytics combining traffic measurement, IoT data and operational insights for physical retail. The platform supports in-store analytics for store operations and merchandising.

OneTrust provides privacy, data-governance, risk-management and AI-governance capabilities for enterprise compliance programs. The platform supports data privacy , consent and governance workflows.

Ocado Group develops automation, robotics, AI and end-to-end technology for online grocery and fulfilment operations. Its portfolio includes the Ocado Smart Platform for fulfilment and commerce workflows.

NVIDIA provides accelerated computing, enterprise AI software, simulation, digital-twin and robotics technologies. Its portfolio supports Physical AI and large-scale optimization across industrial and Supply Chain use cases.

Monte Carlo provides data and agent observability capabilities for detecting, diagnosing and preventing failures in production data and AI systems. The platform supports data observability across pipelines, products and analytical workflows.

Microsoft provides cloud, data, enterprise applications, automation and AI technologies through Azure, Microsoft Foundry, Dynamics 365 and Power Platform. The group profile complements existing entries for Dynamics 365 Supply Chain Management and Azure AI Foundry.

Mad Street Den develops enterprise-AI capabilities, including Vue.ai solutions for retail computer vision, product intelligence and merchandising automation. Its retail portfolio supports Retail AI use cases across product and commerce workflows.

Körber is a technology group whose Supply Chain activities include software, warehouse automation and logistics-execution capabilities. The group profile complements the existing Körber Supply Chain entry.

Intelligence Node provides retail competitive intelligence for pricing, promotions, assortment, availability and product matching. The company is part of Omnicom and supports price intelligence across digital retail markets.

Informatica provides data integration, quality, catalog, governance and master-data capabilities for enterprise and AI programs. The company is part of Salesforce and supports data management across heterogeneous systems.

Immuta provides data-access governance, security-policy enforcement and activity monitoring across data platforms. The platform supports data access governance for sensitive analytics and AI workloads.

IBM provides hybrid-cloud, data, AI, automation and governance technologies for enterprise and industrial use. The group profile complements existing entries for IBM watsonx and IBM Supply Chain Intelligence.

Holistic AI provides lifecycle governance, risk assessment and audit capabilities for AI systems. The platform supports AI governance , regulatory readiness and model-risk workflows.

Google DeepMind is Google’s AI research and development organization, working on foundation models, science, robotics and advanced AI systems. Its work includes foundation models and technologies that can influence enterprise and physical-world applications.

Google provides cloud, data, analytics and AI technologies through products including Google Cloud, Gemini and BigQuery. The group profile complements existing entries for Google Cloud Supply Chain and Google Gemini Enterprise.

Fivetran provides automated data movement and integration capabilities across operational applications, databases and analytical platforms. The company has combined with dbt Labs, linking ingestion with data transformation .

First Insight provides consumer-feedback and decision-support capabilities for product development, assortment, pricing and planning. The platform uses Voice of Customer evidence to inform commercial decisions.

Fiddler AI provides observability, evaluation, explainability and security capabilities for AI models and agents in production. The platform supports AI observability and model-risk workflows.

EDITED provides retail intelligence covering market trends, assortment, pricing, digital merchandising and competitor activity. The platform supports competitive intelligence for retail planning and commercial decisions.

Denodo provides logical data-management and data-virtualization capabilities for governed access to distributed data sources. The platform supports data virtualization , integration and data-fabric architectures.

dbt Labs develops analytics-engineering technology for transforming, testing and documenting data in governed workflows. The company has combined with Fivetran, while the dbt brand continues to support data transformation .

Databricks provides a data intelligence platform covering data engineering, analytics, governance and AI on a lakehouse architecture. The group profile complements the existing Databricks Mosaic AI entry.

Daisy Intelligence provides AI-supported decision capabilities for retail merchandising, promotions, pricing and planning. Its positioning includes optimization methods applied to merchandise planning decisions.

Credo AI provides governance, risk and compliance capabilities for inventorying, assessing and supervising AI systems. The platform supports Responsible AI controls across models, applications and agents.

Confluent provides a data-streaming platform built around Apache Kafka for real-time data movement and event-driven applications. The company is part of IBM and supports data streaming across enterprise systems.

Collibra provides data intelligence capabilities spanning governance, catalog, quality, privacy and AI governance. The platform supports shared definitions, ownership and controls across data governance programs.

Centric Software provides product-lifecycle, retail planning, pricing and inventory-optimization software for consumer-product and retail organizations. The company is part of Dassault Systèmes and supports retail planning from product development through commercial execution.

Bluecore provides retail customer-engagement and personalization capabilities using behavioral, product and transaction data. The brand operates within Insider One and supports Retail AI use cases across marketing and customer lifecycle decisions.

BigID provides data discovery, classification, privacy, security and governance capabilities across enterprise data and AI environments. Its scope includes sensitive-data management and AI governance .

Automation Anywhere provides agentic process automation combining robotic automation, AI agents, APIs and document-processing capabilities. The platform targets repeatable enterprise workflows through agentic automation and orchestration.

Atlan provides an active-metadata platform for data discovery, cataloging, governance and collaboration across data and AI teams. It positions metadata as a shared context layer for data governance and analytics workflows.

Arize AI provides evaluation and observability capabilities for machine-learning models, generative-AI applications and agents. Its tools support AI observability , tracing, evaluation and investigation across development and production.

Amazon Web Services provides cloud infrastructure, data, analytics, AI and machine-learning services used to build enterprise and Supply Chain applications. The group profile complements the existing AWS Supply Chain product entry.

Alation provides a data intelligence platform combining data catalog, governance, lineage and quality capabilities for data and AI programs. Its role is to make trusted data, ownership and context discoverable across analytics and data governance workflows.

Afresh provides AI-supported forecasting, ordering, production and inventory capabilities for grocery retailers, with a particular focus on fresh-food operations. The platform applies demand forecasting and replenishment logic to short-life products where availability, waste and store execution must be balanced.

Plex , part of Rockwell Automation, provides cloud manufacturing, MES and production-management capabilities with planning and scheduling functions.

Snowflake provides a cloud data platform used for manufacturing, forecasting, analytics and Supply Chain AI workloads.

Prediko provides inventory planning and purchasing workflows for ecommerce and consumer brands.

Smart Software provides demand forecasting and inventory optimization, including methods for intermittent and lumpy demand.

EazyStock provides cloud inventory optimization and demand forecasting for small and mid-sized businesses, with ERP integrations and automated replenishment recommendations.

The Access Group provides manufacturing and production-planning software, including scheduling and operational management capabilities.

MRPeasy provides cloud manufacturing software for small and midsize companies, including production planning, inventory, purchasing and scheduling.

Visual Planning provides configurable resource, workforce and production-planning software.

Synchro provides production planning and scheduling capabilities for manufacturing operations.

ROB-EX Scheduler provides production planning and scheduling software for manufacturers.

User Solutions provides production scheduling and resource-planning software for manufacturers, including Resource Manager-DB.

SkyPlanner APS provides AI-assisted production planning and finite-capacity scheduling for manufacturers.

Streamline provides demand forecasting, inventory planning and replenishment software for manufacturers, distributors and retailers. The platform is positioned as a practical planning layer for organizations moving beyond spreadsheets and basic ERP functionality.

StockIQ provides user-oriented Supply Chain Planning software covering demand planning, replenishment, supply planning and Sales, Inventory and Operations Planning. Its modules include vendor scorecards, lead-time calculation, open supply-order reporting and automated replenishment support.

Optessa provides optimization-based planning and scheduling software for complex manufacturing environments. Its solutions focus on production sequencing, capacity constraints, order allocation and executable schedules across plants and product variants.

sedApta provides an integrated decision-making platform spanning Sales and Operations Planning, supply and production planning, detailed scheduling and Manufacturing Operations Management. Its portfolio connects demand, supply and production data to synchronize planning and execution.

PlanetTogether provides Advanced Planning and Scheduling software for manufacturers, with finite-capacity scheduling, material-feasibility checks, production sequencing and rapid rescheduling. The platform integrates with ERP and MES environments and is also available through partnerships such as AVEVA and Kinaxis.

No Chain Technologies is an Argon & Co company providing industrial planning software based on No Chain Planning® concepts. The solution extends SAP environments with customer-priority, feasibility and constraint signals for manufacturing decisions.

SymphonyAI Retail provides AI applications for retail and consumer-goods planning, merchandising, category management and operations.

Senseye provides predictive-maintenance and asset-intelligence software within Siemens .

UpKeep provides mobile-first maintenance, work-order and asset-management software.

Nanoprecise provides condition monitoring and AI-supported predictive maintenance for industrial equipment.

SymphonyAI Industrial provides AI applications for manufacturing, asset performance, quality and operational optimization.

TwinThread provides industrial AI and digital-twin applications for asset and process performance.

Seeq provides advanced analytics for industrial process data and operational improvement.

Yokogawa provides process automation, control, instrumentation and industrial software.

Mitsubishi Electric provides factory automation, control systems, robotics and industrial software.

Sight Machine provides manufacturing data contextualization, analytics and AI for production operations.

Tulip provides a composable platform for connected frontline operations, digital work instructions and manufacturing applications.

Palantir provides data integration, analytics and AI platforms for operational decision-making.

PTC provides product lifecycle, IoT, augmented-reality and industrial software for engineering and manufacturing.

Emerson provides process automation, industrial software and asset-performance technology.

Rockwell Automation provides industrial control, manufacturing software and digital-transformation technology.

Schneider Electric provides industrial automation, energy management and digital operations software.

Siemens provides industrial automation, electrification, digital-twin and manufacturing software.

Plus One Robotics develops vision-guided robotic systems for parcel handling, sorting and logistics operations.

Pickle Robot develops robotic systems for unloading trucks and handling parcels in logistics operations.

Nomagic develops AI-powered robotic picking systems for warehouse and fulfillment operations.

Vecna Robotics provides autonomous mobile robots and orchestration software for warehouse and manufacturing workflows.

Seegrid provides autonomous mobile robots and fleet software for material movement in manufacturing and distribution.

Mujin develops intelligent robot controllers and automation systems for logistics and manufacturing.

RightHand Robotics develops AI-enabled robotic piece-picking systems for fulfillment and warehouse operations.

SSI Schäfer provides storage systems, warehouse automation, robotics and logistics software.

TGW Logistics provides automated material-handling systems, robotics and software for fulfillment and distribution centers.

Mecalux provides storage systems, warehouse automation and warehouse-management software.

Zebra Technologies provides mobile computing, scanning, RFID, machine vision, robotics and workflow technology for frontline and Supply Chain operations.

Vanderlande provides automated logistics systems for warehouses, parcel operations and airports.

Swisslog designs and integrates automated logistics systems, robotics and warehouse software.

Ocado Intelligent Automation provides warehouse robotics, mobile robots and orchestration software for fulfillment operations.

Symbotic provides end-to-end warehouse automation combining high-speed robotics, dense storage and AI-enabled orchestration software.

Procurify provides purchasing, approvals, expense and spend-management software.

Pactum provides AI-based autonomous negotiation for procurement and supplier agreements.

Zip provides procurement intake, orchestration and workflow software connecting business requests with approval and purchasing processes.

SpendHQ provides spend intelligence, procurement performance and savings-management software.

Sievo provides spend analytics, procurement performance and savings-management software.

Tonkean provides intake, workflow and process-orchestration software and is part of Coupa .

Rossum provides AI-powered document processing and transaction automation and is part of Coupa .

EcoVadis provides sustainability ratings and supplier-risk intelligence for procurement and Supply Chain organizations.

Resilinc provides multi-tier Supply Chain mapping, disruption monitoring and resilience-management software.

Prewave provides AI-powered supplier risk monitoring and Supply Chain intelligence.

TealBook provides supplier data enrichment, discovery and intelligence for procurement teams.

Scoutbee provides AI-supported supplier discovery and supplier intelligence and is part of Coupa .

Zycus provides source-to-pay, spend analytics, supplier management and procurement automation software.