Tech Roadmap: Smart Factory Technologies (2026)

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Executive Summary

This Tech Roadmap report clarifies the business value, pace of innovation and maturity phase of 25 industrial smart factory technologies. Verdantix conducted a fact-based assessment of the maturity, innovation and business value of each solution. Operations and facilities managers responsible for selecting technologies for manufacturing operations should use this report to identify the technologies that can add value. The technologies identified range from those in Research and Development, such as quantum computing, to Mature technologies, such as advanced planning and scheduling (APS) software and enterprise resource planning (ERP) systems. Technology buyers can use the Tech Roadmap methodology to identify new technologies for pilot projects and to develop technology strategy plans. Risk-averse firms should focus on the potential of technologies with proven business value that are in the Growth or Maturity phases of the technology life cycle. Innovators and early adopters should take note of Launch phase technologies.
Introducing the Tech Roadmap analysis
Key questions answered by the Tech Roadmap analysis
Tech Roadmap analysis aligns with operational automation and optimization
Tech Roadmap for smart factory technologies
Defining the market for smart factory technologies
Tech Roadmap methodology overview
Five market phases of technology maturity
Three technology life cycles differentiate business value
Technology adoption and success influence positioning
Smart factory technologies in Phase 1: Research and Development
Humanoid robots
Quantum computing for manufacturing and process optimization
Smart factory technologies in Phase 2: Launch
Agentic AI
Operational technology (OT) cybersecurity software
5G and advanced industrial connectivity
Extended reality (XR) for training and simulations
Software-defined automation
Industrial foundation models
Smart factory technologies in Phase 3: Growth
GenAI copilots
Collaborative robots (cobots)
Autonomous mobile robots (AMRs)
Computer vision for robotics
Edge computing
Digital twins
Industrial Internet of Things (IIoT) platforms
Industrial DataOps
Quality management software (QMS)
Energy management software (EMS)
Manufacturing operations management (MOM) and manufacturing execution systems (MES)
Smart factory technologies in Phase 4: Maturity
Warehouse management systems (WMS)
Advanced planning and scheduling (APS) software
Advanced process control (APC)
Enterprise resource planning (ERP) systems
HMI/SCADA software
Distributed control systems (DCS)
Figure 1. Smart factory Tech Roadmap technology solution groupings
Figure 2. Tech Roadmap for smart factory technologies
Figure 3. Smart factory Tech Roadmap technology use cases and key personnel
3M, ABB, Accenture, Acumatica, Aegis Software, Agility Robotics, AGILOX Services, Akira, Altair, Amazon Robotics, Amazon Web Services (AWS), Ansys, Anthropic, AnyLogic, Apprentice.io, Apptronik, AspenTech, Asprova, AVEVA, Baker Hughes, Bentley Systems, Blue Yonder, BlueSkye Automation, Blynk, BMW, Boston Dynamics, Brightly, C3 AI, Capgemini, Capra Robotics, Celona, Certarus, CHIRON Group, Cisco, Claroty, ClearBlade, Cognex, Cognite, ComplianceQuest, COMSOL, Continental, Cosmo Tech, Critical Manufacturing, Darktrace, Dassault Systèmes, dataPARC, DataProphet, Dell, DNV, Doosan Robotics, Dragos, DVM, D-Wave Quantum, EdgeConneX, ek robotics, Emerson, Epicor, ePROMIS, Ericsson, ESI Group, ETQ, FANUC, Fetch Robotics, Figure AI, Fluke, Flutura, Fogwing, Forescout, Fortinet, Franka Robotics, GE Vernova, Geekplus, GlobalFoundries, Google, GROB, Groundup.ai, GXO Logistics, Heller, Hewlett Packard Enterprise (HPE), HighByte, Hitachi Energy, Hitachi Vantara, Honeywell, HTC, IBM, Iconics, Ideagen, IFS, Immerse, Immersive Factory, Imubit, Inductive Automation, Infor, Intelex, International Federation of Robotics, IonQ, Itus Digital, Jabil, juna.ai, Kawasaki Robotics, KEYENCE, Kinaxis, Kongsberg Digital, KUKA, LangChain, Litmus Automation, Manhattan Associates, MasterControl, MathWorks, Mavenir, Mercedes-Benz, Meta, METRON, MHS Global, Microsoft, Milvus Robotics, Mitsubishi Electric, Mobile Industrial Robots (MiR), MOL Group, Move Robotic, Nature’s Best, Nestlé, NetSuite, Nokia, Nozomi Networks, NVIDIA, Octave, Omron, OpenAI, Oracle, OTTO Motors, Oxford Quantum Circuits (OQC), Palantir, Parsec, Particle, PepsiCo, Pixaera, PIXO VR, PlanetTogether, Plastoform, Plex, PTC, QiO Technologies, Qualcomm Technologies, remberg, Renishaw, Reply, Rethink Robotics, Rockwell Automation, RWTH Aachen University, Sage, Salesforce, Samotics, Samsung, Sanctuary AI, SAP, SCADAfence, Schneider Electric, Seeq, Siemens, Simio, Software Defined Automation, Sparta Systems, STRIVR, SUS Corporation, Swiss Steel Group, SymphonyAI, TALESPIN REALITY LABS, Techman Robot, Tecsys, Teledyne Technologies, Teqram, Tesla, Tofaş, Tosec, TRUMPF, Tulip, UBTECH, UiPath, Unitree Robotics, Universal Robots, Valmet, Velotic, Verizon, Verve Industrial, Voith Group, Waterfall Security, Weidmüller, Yaskawa Motoman, Yokogawa

About the Authors

Robin Sureda-Tasis

Robin Sureda-Tasis

Analyst

Robin is an Analyst at Verdantix with a focus on frontier technologies, such as AI analytics, extended reality and industrial data management. He delivers actionable insi...

View Profile
Josh Graessle

Josh Graessle

Senior Manager

Josh is a Senior Manager at Verdantix, covering industrial transformation, with a focus on manufacturing operations management, industrial design and engineering, and asset ma...

View Profile

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