predictive maintenance

How will emerging technologies make the steel industry more green and efficient in 2025? In this data-driven industry research on 670 steel industry startups & scaleups, you get insights into technology solutions spanning coating solutions, green steel, carbon capture, laser-aided forming & more!

How is AI improving manufacturing throughput and product quality? Discover 10 hand-picked AI Startups shaping Industry 4.0 in 2023 & their solutions in this report. They span from anomaly detection and production monitoring to machine learning and voice-based systems.

How are manufacturers connecting industrial assets and enabling digital factory ecosystems? This data-driven industry research is based on 1273 smart factory startups & scaleups as well as their solutions. They include factory digital twins, predictive maintenance, autonomous factories & more.

Rising interest in increasing the capacity of rail transportation prompts the development of new solutions for the industry. In this data-driven report, you will discover 20 hand-picked AI startups impacting rail in 2025 & learn how their solutions, spanning safety, maintenance, operations, sustainability & more, will impact your business.

Are you looking for technologies that will improve production throughput and quality control? Discover 20 hand-picked Manufacturing Startups to Watch for 2025 in this report & learn how their solutions enable assisted maintenance, autonomous factories, asset monitoring, automated product design, and much more!

How do industrial maintenance solutions extend asset life and reduce downtime? This data-driven report provides you with insights on the top 10 industrial maintenance trends, based on 664 startups & scaleups, that work on predictive maintenance, advanced analytics, 3D printing & more!

How does technology extend asset life and mitigate machine downtime? Discover 10 hand-picked Predictive Maintenance Startups to Watch in 2023 in this report & their explore how their solutions, ranging from anomaly detection, asset monitoring, vibration-based monitoring, and more, impact your business!

How are industries mitigating expensive asset failures and production downtimes? Explore our in-depth research on the top 10 predictive maintenance use cases based on our analysis of 670+ companies. These examples of predictive maintenance include proactive and assisted maintenance, aircraft repairs, anomaly detection & more!

Are you curious about which predictive maintenance trends & startups will soon impact your business? Explore our in-depth industry research on 582 global startups & scaleups and get data-driven insights into technology-based solutions in our Predictive Maintenance Innovation Map!

Curious about new technological advancements advancing industry 4.0? Explore our analysis of 288 global factory management startups & scaleups and learn how their solutions impact your business!

Curious about new technological advancements in Industry 4.0? Explore our analysis of 486 global startups & scaleups and learn how their machine learning solutions impact Industry 4.0!

Curious about new technological advancements in the manufacturing sector? Explore our analysis of 215 global startups & scaleups and learn how their internet of things (IoT) solutions impact your business!

Curious about new technological advancements in the heavy industries? Explore our analysis of 851 global startups & scaleups and learn how their machine learning (ML) solutions impact heavy industries!

Curious about new technological advancements impacting various industries? Explore our analysis of 976 global predictive maintenance startups & scaleups and learn how their solutions impact your business!

Curious about startups that will impact the global economy? Discover 5 hand-picked Predictive Maintenance Startups to Watch in 2022 in this report & learn what their solutions have in store for your business!

Curious about new technological advancements impacting utilities? Explore our analysis of 684 global startups & scaleups and learn how their predictive maintenance solutions impact your business!

Curious about new technological advancements impacting utilities? Explore our analysis of 1 086 global startups & scaleups and learn how their digital maintenance solutions impact your business!

Curious about new technological advancements for utilities? Explore our analysis of 920 global startups & scaleups and learn how their big data & analytics solutions impact your business!

Curious about new technological advancements for utilities? Explore our analysis of 239 global robotics startups & scaleups and learn how their solutions impact your business!

Curious about new technological advancements? Explore our analysis of 174 global assisted maintenance startups & scaleups and learn how their technologies impact your business!

Curious about new technological advancements in the manufacturing industry? Explore our analysis of 374 global startups & scaleups and learn how their Manufacturing Execution Systems impact your business!

Discover 5 hand-picked rail startups & scaleups out of 1.633 and explore our Global Startup Heat Map for insights into the latest railroad technologies in this data-driven report!

Discover 5 hand-picked industrial IoT startups & scaleups out of 858 and explore our Global Startup Heat Map for insights into the latest IIoT technologies in this data-driven report!

This year, you should know emerging predictive maintenance startups & how they will impact your company. Discover 5 hand-picked, global startups in this data-driven report!

Curious how technologies enhance oil and gas operations & reduce environmental impact? Dive into our research on 2000+ startups & gain data-driven insights into top oil and gas industry trends & tech-driven solutions, including AI-based IRM, drilling and production optimization, predictive maintenance & more!

This year, you should know emerging advanced analytics startups & how they will impact your company. Discover 5 hand-picked, global startups in this data-driven report!

This year, you should know emerging big data startups & how they will impact your company. Discover 5 hand-picked, global startups in this data-driven report!

This year, you should know emerging Internet of Things (IoT) startups & how they will impact your company. Discover 5 hand-picked, global startups in this data-driven report!

Curious about new technological advancements in industry 4.0? Explore our analysis of 169 global digital twin startups impacting industry 4.0 and learn how their solutions advance your business!