The technologies that will change the
world, according to Lux
Research's analysts and data scientists.
The Lux Tech 299 is our list of the most impactful innovations to track and potentially act upon,
ranging from well-known technologies to under-the-radar, up-and-coming opportunities. The methodology
behind this list comes from Lux Research's proprietary data science algorithms, which analyze innovation
data like patents, academic papers, various funding types, news, and more, to continually monitor and
rank the state of innovation. The list and the associated research updates daily.
You can filter the below by the overall ranking, or by other metrics like how mature the technology is
or how quick-growing in innovation interest it is. Where available, full Tech Pages on each technology
are linked to. If you have questions about the methodology or where other technologies not on the Lux
Tech 299 fall, please contact us.
Ability of machines to perform complex tasks that have historically required human thinking; includes machine learning (like neural networks and deep learning) and symbolic reasoning (like expert systems). Deep learning is a subset of this broader machine learning and AI topic.
Integrated system of environmental perception sensors, edge processing hardware, real-time decision-making software, and connectivity that enables assistive features, partial autonomy, and full autonomy in consumer and commercial vehicles.
Integrated system of vehicles, infrastructure, and cloud platforms that use connectivity to provide entertainment, performance monitoring and management, and safety features and services in consumer and commercial vehicles.
Computers that use quantum bits (qubits), which thanks to superposition and entanglement can lead to much faster processing speeds than classical computers, for applications that range from cybersecurity to finance to machine learning.
Next-generation battery chemistry that replaces conventional liquid electrolytes with solid ion-conducting materials like polymers and ceramics, thereby increasing energy, improving safety, and potentially lowering costs.
An event-based cloud computing approach that is increasing in prevalence, especially in the IoT space, thanks to its ability to deconstruct applications into a suite of small, modular services that each perform their own unique function.
Software to help manage different types of mobility solutions, like ride-sharing, car-sharing, and autonomous vehicle management, with features like geographic redistribution of fleets in response to market demands, fleet cleaning and maintenance, and emergency condition response.
Matching a physical object with a digital representation of itself that is kept as detailed and up-to-date as possible, to collect and model precise information regarding the use and performance of complex physical objects.
Introduction: Our interactive radar visualization allows you to plot on the figure below any of the Lux 299 technologies you choose to. To add a technology, click into the list below and start typing your search term; you will see options start to appear. Select the ones you want to plot on the radar. If you want to remove something from the radar, you can click the "X" next to its name in the list below. Please note that you are also able to drag and move the labels to improve legibility.
FREQUENTLY ASKED QUESTIONS ABOUT THE LUX TECH RADAR:
Q: What do the five rings and their values mean?
A: Our radar visualization shows five different rings, labeled from 1 to 5. The outermost ring corresponds to the lowest level of innovation activity, getting a score of 1. The innermost ring gets a score of 5, which corresponds to the highest level of innovation activity. We calculate this innovation activity based on the total number of patents plus papers written about the technology during the past two decades. One important nuance: If a technology has a lower score – say, it is in the outermost part of the radar – that could be because it is a newer technology, or because it is a niche technology.
Q: What do the circle sizes mean?
A: All circles are the same size, and do not have any additional meaning.
Q: How are these technologies chosen?
A: By default, this radar shows 20 technologies – the top 20 from our Lux 299 list (or, specifically, the top 5 in each of our digital, materials, energy, and health programs). More generally, the Lux 299 plus other technologies we track beyond these 299 are based on the Lux taxonomy. In addition to the official Lux taxonomy, we also algorithmically track other technologies and topics of peripheral or emerging interest to us that may not officially be part of our coverage yet.
Q: What if I cannot find the technology I am looking for in this list?
A: If you cannot find the technology you are looking to add to the radar using the type-ahead, please contact us, and we can add your technology to the list.