industry 4.0

We analyzed 440 startups developing computer-integrated manufacturing solutions. WORKERBASE, SkAD Labs, arculus, CT Infotech & TREE-TOWER develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 88 railway engineering startups. Rail Monitor, SDEA Solutions, TekTracking, Rail Vision & Angel Star develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 122 wearable robotics startups. Trexo Robotics, Tendo, Bionic Lift, Auxivo & Dephy develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 154 teleoperation startups. Cognicept, Pylot, Ottopia, Voysys & SEAFAR develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 94 cloud robotics startups. CloudMinds Technology, Beetl Robotics, Aitomation, Motus Operandi & RosHub develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 357 smart object solutions. Ovon, iSignal, Sensoan, Skandal Technologies & Actinius develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We conducted an exhaustive analysis of the global geographic distribution of 2.408 startups to learn more about the engineering startup ecosystem. Read more to find out about the top hubs and innovative startups in the field!

We analyzed 94 integrated photonics solutions. SCINTIL Photonics, LIGENTEC, OURS, Brolis Sensor Technology, and SENTEA develop 5 top solutions. Learn more in our Global Startup Heat Map!

We analyzed 278 Manufacturing-as-a-Service startups impacting the industry.​ Beelse, Screvle, Argonaut, 3D Print Western & MagicMon develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 433 lightweighting startups impacting the materials sector. Blackwave, United Aircraft Technologies, AJE Powertrain, Swift Solar & CeraCarbon develop 5 top solutions. Learn more in our Global Startup Heat Map!

We conducted an exhaustive analysis of the global geographic distribution of 2.834 startups to learn more about the materials startup ecosystem. Read more to find out about the top hubs and innovative startups in the field!

We analyzed 173 Simultaneous Localization & Mapping (SLAM) startups. Cartacoustics, Wayz, Scrape Technologies, Reckon Point & Outsight develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 104 steel technology solutions. Steel But Smart, NanoStal, SteelTrace, Formetrix & RE3DTECH develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 92 serverless computing solutions impacting industry 4.0. Space Up Tech, Marcometa, Dis.co, Stackpath & Dashbird develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We conducted an exhaustive analysis of the global geographic distribution of 1.172 startups to learn more about the industry 4.0 startup ecosystem. Read more to find out about the top hubs and innovative startups in the field!

Our Innovation Analysts conducted an exhaustive analysis of 770 solutions and present the Top 10 Industry 4.0 Trends & Innovations in 2020 & beyond. Discover impactful manufacturing trends, promising startups & emerging companies, and our Global Startup Heat Map in this article!

We analyzed 181 robotic movement software startups. Ruvu, Realtime Robotics, Hiveground, Agile Robots, and RoboDK develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 169 digital twin startups impacting industry 4.0. Meik Labs, Digital Construction Works, MetaTwin, Tunnelware, and Allvision develop 5 top solutions. Learn more in our Global Startup Heat Map!

We analyzed 198 robotic gripping solutions impacting manufacturing. Rochu, Ubiros, Most Cardio, RGS Automation, and Nordbo Robotics develop 5 top solutions. Learn more in our Global Startup Heat Map!

We analyzed 47 robotics startups impacting automotive manufacturing.​ DESMAAN, Illumo Robotics, drag&bot, Bright Machines, and ULS Robotics develop 5 top solutions. Learn more in our Global Startup Heat Map!

We analyzed 589 robotics startups impacting manufacturing. HIRO Robotics, RoboDK, MIP Robotics, Gizelis Robotics, and Yuanda Robotics develop 5 top solutions. Learn more in our Global Startup Heat Map!

We analyzed 105 Mixed Reality (MR) startups impacting engineering. Arvizio, Spiral Technologies, Holo-Light, Meshicon, and MRstudios develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 95 Advanced Computing startups impacting the manufacturing industry. Crave Industry, Biznet Gio Cloud, Nebbiolo Technologies, EDJX, and IOTech develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 182 simulation software startups impacting additive manufacturing. Nota3D, Oqton, Additive Works, Octopuz, and Shapr3D develop 5 top solutions. Learn more in our Global Startup Heat Map!

We analyzed 389 machine-to-machine startups impacting Industry 4.0. Minto, Ioticiti, RoboticsX, Elemental Machines, and Weeve develop 5 top solutions. Learn more in our Global Startup Heat Map!

We conducted an exhaustive analysis of the global geographic distribution of 1.184 advanced analytics startups to identify the hubs with the most activity. Explore the global advanced analytics landscape & meet some of the most promising startups in the field!

We conducted an exhaustive analysis of the global geographic distribution of 1.747 artificial intelligence (AI) startups & emerging companies to identify the hubs with the most activity. Explore the global AI landscape & meet some of the most promising startups in the field!

We analyzed 178 exoskeleton startups in Industry 4.0. Levitate Technologies, Japet, SuitX, and Noonee develop 4 top solutions to watch out for. Learn more in our Global Startup Heat Map!

We analyzed 415 Volumetric Display startups in Industry 4.0. FOVI 3D, VividQ, YesAR Tech, Omnivirt, and HOLOFIL develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!