Lux Capital manages over $5 billion in assets focused on founding, seed, early-stage, and growth investments at the intersection of technology and the sciences. Lux takes an active role in helping entrepreneurs build successful businesses in high-growth sectors. Its investment team has built over 20 companies from scratch. Lux's investment strategy ensures portfolio companies are better connected, have a deeper insight, and command industry leadership faster than their competitors.

Lux Capital

DCVC backs entrepreneurs using Deep Tech to solve problems and multiply the benefits of capitalism for everyone while reducing its cost. Deep Tech is a potent approach to this challenge that enables more for less - now and for this century. The transformative companies in their portfolio combine the latest advances in science and technology with unique computing and algorithmic advantage, reducing CAPEX and OPEX.

DCVC

AME Cloud Ventures focuses on seed to later stage companies building infrastructure and value chains around data. It specializes in technology-heavy companies gathering or creating unique data at every stage of the data stack — from infrastructure all the way to applications, mobile, and sensors.  It strives to find, fund, and support true entrepreneurs. The firm provides a unique and genuine set of resources to our founding teams, from strong operational and business experience to networks of amazing mentors and international partners, particularly in China. AME Cloud Ventures is the venture fund led by Jerry Yang, co-founder of Yahoo!

AME Cloud Ventures

Threshold is an early-stage venture capital firm that focuses on a high-conviction investment strategy. The firm partners with entrepreneurs to build innovative consumer, enterprise, and healthcare technology companies.

Threshold

Half Court VC is a seed-stage fund focused on AI

Half Court Ventures

Established in 2000 as an early-stage venture capital arm of SoftBank Group, SBVA has a storied history of empowering extraordinary entrepreneurs across the globe. In 2023, we joined forces with The Edgeof, a global startup ecosystem builder founded by Taizo Son, JP Lee, and Atsushi Taira and began our new chapter as an independent entity with a renewed commitment to fostering innovation and technological advancement.

SBVA

Lockheed Martin Ventures is the venture arm of Lockheed Martin Corporation. The mission of Lockheed Martin Ventures is to make strategic investments in companies that are developing disruptive, cutting edge technologies in core businesses and new markets important to Lockheed Martin. Since 2007, Lockheed Martin have invested more than $100 million in startup companies. These emerging innovations have the potential to become foundational technologies that solve the complex challenges customers face.

Lockheed Martin Ventures

Valor Equity Partners is an operational growth investment firm that focuses on growth companies across various stages of development. For decades, it has served its companies with the expertise to solve the challenges of growth and scale. Valor Equity partners with companies and entrepreneurs who are committed to the highest standards of excellence and the courage to transform their industries.

Valor Equity Partners

Micron Ventures offers investment solutions to early-stage companies in the technology sector.

Micron Ventures

Lam Research Corporation (Lam Research) is a supplier of wafer fabrication equipment and services to the worldwide semiconductor industry. Lam Research designs, manufactures, markets, refurbish, and services semiconductor processing equipment used in the fabrication of integrated circuits. The Company’s etch and clean technologies enable customers to build integrated circuits. Its etch systems shape the microscopic conductive and dielectric layers into circuits that define a chip’s final use and function. Its Customer Support Business Group (CSBG) provides products and services to maximize installed equipment performance and operational efficiency. Its customer base includes semiconductor memory, foundry, and integrated device manufacturers (IDMs) that make DRAM, NAND, and logic devices for these products.

Lam Research

Future Ventures is a financial services platform with a focus on disruptive technology companies such as commercial space exploration, deep learning, quantum computing, robotics, AI, blockchain, sustainable transportation, synthetic biology and clean meat. As venture capitalists, the founders of Future Ventures have led founding investments in several companies that had successful IPOs and others that were acquired for over $16 billion in aggregate. Some of our early VC investments include Memphis Meats, Mythic, Nervana, Planet, Rethink Robotics, Skype, SpaceX, Tesla and Zoox. Current board seats include SpaceX, Tesla, and D-Wave.

Future Ventures

Atreides Management brings a long-term perspective to technology and consumer companies and invests across public and private markets. The firm was founded in 2019 and is based in Boston, Massachusetts.

Atreides Management

BlackRock is an investment management company that provides its services to a diverse range of clients, including institutions, intermediaries, foundations, and individual investors. The firm operates as a global asset manager, overseeing and advising on a wide array of investment portfolios. In addition to its role as an investment manager, BlackRock is also known for its technological innovations and solutions that support various aspects of the financial industry. The company's multifaceted approach encompasses investment management, financial technology, and serving a broad spectrum of clients in the financial ecosystem.

BlackRock

Hewlett Packard Enterprise is an edge-to-cloud platform-as-a-service company that helps organizations accelerate outcomes by unlocking value from their data, everywhere. Built on decades of reimagining the future and innovating to advance how people live and work, HPE delivers unique, open, and intelligent technology solutions. HPE focuses primarily on enterprise-level solutions, including servers, storage, networking, software, and consulting services. They cater to various industries, offering technologies for data centers, cloud computing, edge computing, and other IT infrastructure needs. HPE has a long history in the technology sector and is known for its contributions to the development of computing and IT systems.

Hewlett Packard Enterprise

Alumni Ventures Group provides high-quality, diversified venture portfolios to individual investors who previously haven't had access to VC. It helps accredited alums from top entrepreneurial schools invest together in the ventures of fellow alums. The firm backs companies with an alumni connection and an institutional lead investor with expertise in the space. AVG also offers focused funds that allow any accredited investor access to a venture portfolio, diversified by type, sector, stage, and geography. Beth Obermiller, Michael Madden, and Mike Collins co-founded the firm in Manchester, New Hampshire in 2013.

Alumni Ventures

UDC Venturesis the corporate venture arm of Universal Display Corporation. UDC Ventures seeks to be an impactful strategic investor and to partner with entrepreneurs, disruptive start-ups and innovative, emerging companies in fields related to our strategic focus areas.  UDC Ventures is focused on investing in trends that can impact the technology landscape similar to how OLED technology has impacted the broader display market.

UDC Ventures

Mythic

Mythic is a diverse group of individuals focused on developing cutting-edge analog matrix processors based on our unique analog compute-in-memory. Their products are the M1076 Analog Matrix Processor, MP10304 Quad-AMP PCIe Card, and MM1076 M.2 M Key Card. They offer AI solutions, from the data center to the edge device.

Mythic specializes in developing innovative AI processors that leverage analog computing to enhance performance and efficiency.

Generating, collecting, and analyzing enterprise data will never be the same.

Edge Computing

Mythic is an AI processor company that has developed innovative analog compute-in-memory technology for edge AI applications. The company's Analog Matrix Processor (AMP) utilizes flash memory to store neural network weights and perform computations directly in memory, eliminating the need for constant data movement between memory and processors. This approach allows Mythic's chips to deliver high performance at very low power consumption, making them suitable for edge devices with strict power and size constraints.

Mythic Raises $13 Million to Bring Its Next-generation Analog Computing Solution to Market

Mythic: How An Analog Processor Could Revolutionize Edge AI

Analog AI chip startup Mythic runs out of money, exec says

M1076 Analog Matrix Processor

first AI analog matrix processor

efficient analog compute for edge AI

Mythic Launches Industry First Analog AI Chip

AI chip startup Mythic rises from the ashes with $13M, new CEO

The Unbelievable Zombie Comeback of Analog Computing

A new generation of building blocks for emerging tech

Next-gen Semiconductors

<div>Mythic is a developer of AI processor chips that combine hardware and software capabilities, facilitating faster memory access for Edge AI inferencing.&nbsp;&nbsp;</div>

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

Mythic specializes in developing innovative AI processors that leverage analog computing to enhance performance and efficiency.Mythic offers a unified hardware and software processor chip which enables edge artificial intelligence (AI) inferencing, by allowing AI systems to sift through their memory faster. The company launched its “Mythic Analog Matrix Processor” (Mythic AMP) in November 2020. The AMP looks to reduce the cost and complexity of deploying AI solutions, by enabling devices to analyze data and make decisions in real time without using data centers or the cloud. Accordingly, the chips can be used in a range of applications, including smart homes, augmented reality/virtual reality (AR/VR), drones, video surveillance, smart city, and factory automation.Mythic has developed the “M1076” AMP chip, which can deliver up to 25 TOPS of AI compute, and can also scale from the edge to server applications for multiple industries including smart cities, industrial applications, enterprise applications, and consumer devices.Furthermore, as per the company, the chips can deliver the AI compute performance of a desktop graphics processing unit (GPU), by consuming only a tenth of the power. It attributes this efficiency to its chips relying on analog currents and flash memory to perform their inference calculations.Its next product is the next-generation M2000 series product, which builds on the M1076 Analog Matrix Processor. The M2000 series is aimed at bringing even more efficiency and performance to edge AI applications in various fields such as defense, enterprises, industrial environments, smart cities, smart homes, and beyond.As a processor which is built for AI inferencing, it faces competition from a range of technologies including, system on chips (SoCs), tensor processing units (TPUs), GPUs, and field-programmable gate arrays (FPGAs).Funding and financialsIn February 2023, Mythic<a href="https://sp-edge.com/updates/16992"> raised USD 13 million</a> in new funding from Atreides Management, DCVC, Lux Capital, Catapult Ventures, and Hermann Hauser to bring its M2000 series chip to market. During the same period, Mythic also appointed its co-founder and previous CTO, Dave Fick, as the new CEO.

DC Blox offers edge colocation centers, including disaster recovery services, mainly targeting the underserved markets in the southeastern region of the US. Its clients range from enterprises, cloud providers, government entities, and educational institutions, among others. DC Blox connects users to any destination globally through its private network and ecosystem of global communication partners.DC BLOX’s data centers are located in Birmingham, AL; Huntsville, AL; Chattanooga, TN; Greenville, SC, and Myrtle Beach, SC, with others in development near Atlanta and Berkeley County, SC as of March 2024.In 2023, DC Blox embarked on an <a href="https://finance.yahoo.com/news/dc-blox-set-build-hyperscale-133500449.html">expansion strategy</a>, with the development of a hyperscale-ready data center campus in Rockdale County, Georgia, being one of the latest and most significant projects. This new campus was set to feature a sprawling 750,000 sq ft space with a total power capacity of 216MW, supplied by Georgia Power. The project was designed to include a dark fiber ring around the Atlanta metropolitan area, enhancing the connectivity for its tenants and bolstering the company's network infrastructure.Funding and financialsDC Blox raised USD 187 million in funding from Post Road Group and Bain Capital Credit, in March 2021. It aims to use the funds to refinance existing credit facilities, add liquidity to its balance sheet, and expand data center capacity in new and existing locations.

DC Blox

Edgeworx offers the Eclipse ioFog Engine, an application platform that turns hardware into an intelligent edge node. The company allows users to extend their cloud to the edge and run and monitor microservices from any infrastructure. It caters to both developers and operations users to uniformly manage hardware and software.In November 2023, Edgeworx, <a href="https://sp-edge.com/companies/728459">launched Edgeworx Cloud</a>, an enterprise-grade edge computing platform, on the Google Cloud Marketplace. The platform enables enterprises to deploy and manage containerized edge applications from any network without needing to operate their own Kubernetes clusters. It provides secure data management across edge devices, micro-services, hosts, and clients, as well as a hardware-agnostic agent for synchronizing deployments of heterogeneous fleets.Key customers and partnershipsEdgeworx's technology benefits from a range of partners including Docker, Kubernetes, Microsoft, and Red Hat, among others.

Edgeworx

Crosser offers a real-time analytics platform for enterprise Internet of Things (IoT), primarily for industrial IoT (IIoT).The Crosser Platform enables real-time processing of streaming or batch data, to enable industrial IoT, data transformation, analytics, automation, and integration, all to improve the utilization of industrial assets. The platform moves machine data into the cloud while also enabling edge analytics, hybrid integration, and factory floor integration.Key customers and partnershipsCrosser has a robust portfolio of partnerships with leading technology, AI, and ML providers. Some of its notable partners are AWS, Microsoft, SAP, Agora, Oracle, IFS, Siemens, ZEDEDA, and Intel.Funding and financialsIn March 2021, Crosser raised EUR 3 million (~USD 3.6 million) in Venture funding led by NTT DOCOMO Ventures and Montan-Ventures-Saar, with existing investors Industrifonden, Spintop Ventures, 42 Cap, Almi Invest, and Norrlandsfonden also participating.

Crosser

Zededa was founded in 2016 and came out of stealth in 2018 to offer an open edge ecosystem to provide visibility, control, and security when deploying apps remotely on the edge, regardless of the hardware used. The company commercially launched its remote management software in January 2021. The platform allows developers to avoid vendor lock-in and additionally offers support for industries facing more complex edge applications. Moreover, Zededa allows enterprises to mix old and new technology seamlessly, making it for industries like surveillance. The red company has an office in Pune, India, in addition to its headquarters in San Jose, California.In July 2023, the company released a suite of edge application tools including “Edge Access,” which provides access controls and audit tracing for edge deployments. Users can remotely access edge devices from any location at any time without requiring backend configuration or specialized skills.<a href="https://sp-edge.com/updates/24108">In November 2023,</a> the company announced a new service named ZEDEDA Edge Kubernetes Service, offering a fully managed Kubernetes service for distributed edge.Key customers and partnershipsThe company has a substantial customer base, with numerous Fortune 500 enterprises spanning various industries like manufacturing, renewable energy, telecommunications, and healthcare. Prominent clients include Rockwell Automation, Emerson, Agora, and VMware.Zededa collaborates with leading technology firms through its global ZEDEDA marketplace, granting partners direct entry to edge operations teams. This marketplace facilitates swift scalability for customers across thousands of edge devices with one-click deployments, eliminating the need for extensive professional services. Notable partners encompass Microsoft, Suse, Juniper Networks, AWS, Rafay Systems, Aviatrix, Fortinet, and more.Through Zededa's technology partnerships, customers can procure hardware devices and have them shipped directly to their intended destinations. This adaptable approach reduces solution expenses and empowers technology providers to offer optimal value to their clientele. Noteworthy partners in this initiative comprise Dell, Supermicro, HP Enterprise, Equinix, and others.During 2023, Zededa collaborated with Applied Digital in August, a company specializing in advanced digital infrastructure for High-Performance Computing, to use ZEDEDA's management and orchestration software. In May, it also partnered with Avassa, a container management platform tailored for edge environments, to facilitate comprehensive orchestration across the entire stack, ensuring security and visibility from hardware to edge applications.Zededa is also a part of multiple industry consortiums to use edge computing to address emerging issues faced by the energy industry. These collaborations include the OSDU Forum as well as LF Energy and Project Alvarium, which are part of the Linux Foundation (a non-profit group to standardize and support the adoption of Linux). In December 2022, the company extended its partnership with Emerson to integrate its edge application management and orchestration solution into Emerson’s DeltaV automation system. This would in turn enable Emerson’s customers to extend this automation system into the distributed edge.Funding and financialsIn <a href="https://sp-edge.com/updates/26448">February 2024</a>,it raised USD 72 million in a Series C funding round led by Smith Point Capital, with participation from Hillman Company, LDV Partners, Endeavor Catalyst Fund, Juniper Networks, and others. The funds were directed toward expanding sales and marketing endeavors and speeding up R&amp;D.In January 2023, the company announced that it had grown its annual revenue growth by 300%, and nodes under management by 250% over the previous year.

Zededa

SmartCone Technologies Canadian company specializes in developing Internet of Things (IoT) based safety and monitoring solutions.It mainly offers its services for securing dangerous worksites, controlling bicycle lane traffic, managing vehicle fleets, monitoring traffic incident scenes, crowd control, and site security surveillance, among others. Its devices range from wearables and torches, to constellation positioning systems.In July 2022 SmartCone Technologies announced HeatGuardian, a spin-off company dedicated to providing applications and micro-climate weather stations to calculate localized heat exposure to aid individuals and workers in staying safe during periods of hot weather. This initiative was undertaken in partnership with the Human and Environmental Physiology Research Unit at the University of Ottawa.Key customers and partnershipsThe company mainly caters to customers in the mining, logistics, and energy industries. Some notable customers are Nokia, IBM, DHL, and Exelon.In November 2021, the company partnered with the Centre for Integrated Transportation and Mobility (CITM) to build a database architecture and platform that would capture data from all Smart Mobility Networks, both 4G &amp; 5G elements, Intelligent IoT Nodes, C-V2X device, IoT devices, and other sensors installed on the Smart Mobility Networks.In January 2021, AutoGuardian by SmartCone became one of 37 firms in automotive company AISIN Group’s “open innovation initiatives.” This was in response to AutoGuardian’s successful proof of concept relating to vehicle-to-infrastructure (V2I) technology. AutoGuardian uses a SmartConeTM device, equipped with a camera, AI, radar, and onboard edge computing to offer non-line-of-sight alerts by using data such as vehicle speeds, vehicle and pedestrian count, and behavior estimations.Funding and financialsIn April 2019, Smartcone received CAD 187,500 in Debt Financing backed by FedDev Ontario.

SmartCone Technologies

Companies that provide software to enable users to run their applications at the edge.

Companies that produce hardware and infrastructure such as routers and servers that are not embedded on devices.

Companies that provide software that facilitates analytics, cyber security, and IoT at the edge.

Companies that produce embeddable hardware, including microchips, that allow devices to transmit and process data.

Companies that provide software used in data centers to carry out operations effectively.

Companies that offer datacenter infrastructure to facilitate edge computing, including micro data centers deployable to more strategic locations.

Some players in the embedded hardware segment offer microprocessors for running GenAI applications at the edge of enterprise networks

Most companies operating in this industry operate under a B2B SaaS model

Includes companies that support AI/ML workloads and offer IoT data management

All companies in this industry offer edge computing solutions

Offers solutions for managing IoT device data on the edge of users' networks

Includes micro processor manufacturers that particularly target AI workloads for the edge

Many service providers partner with telecom services to leverage 5G to reduce edge application latency

Mythic is an AI processor company that has developed innovative analog compute-in-memory technology for edge AI applications. The company's Analog Matrix Processor (AMP) utilizes flash memory to store neural network weights and perform computations directly in memory, eliminating the need for constant data movement between memory and processors. This approach allows Mythic's chips to deliver high performance at very low power consumption, making them suitable for edge devices with strict power and size constraints.
Mythic's flagship product, the M1076 AMP chip, can deliver up to 35 trillion operations per second (TOPS) while consuming only 3-4 watts of power. The company claims this represents a 10x improvement in power efficiency compared to digital solutions. Mythic's technology enables running complex AI models like YOLOv5 for object detection on full HD video at low latency, suitable for applications in computer vision, robotics, drones, augmented reality, and more.
In addition to single-chip solutions, Mythic offers multi-chip configurations on PCIe cards for more demanding applications. Their MP10304 Quad-AMP PCIe card combines four M1076 chips to deliver up to 100 TOPS at 25 watts. Mythic provides a full software stack to optimize and deploy neural network models on their hardware.

SiFive is a fabless semiconductor company founded in 2015 that specializes in designing processor cores and chips based on the open-source RISC-V instruction set architecture. The company provides commercial RISC-V-based platforms and custom silicon solutions, offering a range of processor core IP, development boards, and SoCs. SiFive's technology enables system designers to quickly and easily build custom chips for various applications including data centers, networking, storage, and edge computing. The company's cores offer 30-40% better power efficiency and a smaller size compared to alternatives, allowing for more cores on a chip. SiFive's online platform simplifies the process of designing and testing chips and core IP, even for those new to silicon development. In September 2020, SiFive appointed Patrick Little as President and CEO to accelerate adoption of its technology for next-generation computing solutions. As of March 2022, SiFive had a post-money valuation between USD 1-10 billion.
Key customers and partnerships
SiFive has collaborated with several high-profile organizations. In 2022, NASA announced that SiFive's RISC-V-compatible CPU cores would power its new High-Performance Spaceflight Computer, expected to deliver a 100-fold improvement in performance over its predecessor. SiFive has also worked with the Barcelona Supercomputing Center to create an open-source API for popular compilers, enabling applications to use the RISC-V Vector Extension for high-performance computing, artificial intelligence, and computer vision. The company has partnerships with major technology firms, as evidenced by its involvement in initiatives supporting RISC-V International.

SiFive

Alif Semiconductor is a supplier of 32-bit AI/ML-enabled microcontrollers (MCUs) and fusion processors. Founded in 2019, the company's flagship product line is the Ensemble family, which ranges from single-core microcontrollers to multi-core fusion processors. The Ensemble devices combine Arm Cortex-M55 MCU cores, Cortex-A32 microprocessor cores, and Ethos-U55 microNPUs for AI/ML acceleration. Alif's processors are designed to be energy efficient, utilizing the company's Autonomous Intelligent Power Management (aiPM) technology that powers on only what's needed, when needed. This allows for extended battery life in applications like wearables, security cameras, and IoT devices.
The Ensemble family includes the E1, E3, and E7 series, with the E1C serving as an entry-level option. These processors offer high AI performance combined with ultra-low power consumption. For instance, the Balletto family, announced in April 2024, is claimed to be the world's first Bluetooth Low Energy wireless microcontroller featuring hardware optimization for AI/ML workloads. It can perform up to 46 GOPS (Giga Operations Per Second) and is designed for applications such as true wireless stereo earbuds and lifestyle wristbands.
Alif's processors incorporate advanced security features, including a Secure Enclave with its own resources and a configurable secure firewall structure. The company's security architecture aims to counter and resist malicious attacks in deployed edge products. Alif Semiconductor's products are designed to enable seamless integration of technology for everyday life by focusing on low-power techniques, functional integration, accelerated AI and ML edge processing, high security, wireless connectivity, and operating system diversity.
Key customers and partnerships
Alif Semiconductor has collaborated with several companies in the semiconductor and technology sectors. In November 2022, Alif partnered with onsemi to create a camera reference design for low-power applications using machine vision. This collaboration aimed to address challenges in implementing imaging products with long battery life and localized AI/ML capabilities.
In January 2024, Alif Semiconductor and Telit Cinterion unveiled the Vision AppKit, described as the world's smartest and most efficient connected camera reference design. This kit combines Telit Cinterion's wireless technology with Alif's Ensemble E3 series MCU for on-device AI use cases like face and object detection and image classification.
Alif has also worked with Plumerai, a creator of edge AI solutions, to deploy what they claim is the world's most precise person detection on the Ensemble platform. This collaboration demonstrated the potential for accurate computer vision AI in a small form factor that can run on battery power for extended periods.

Alif Semiconductor

Atmosic Technologies is a fabless semiconductor company specializing in ultra-low-power wireless platforms for the internet of Things (IoT). The company's core focus is on developing energy-efficient solutions that reduce or eliminate battery dependency in connected devices. Atmosic's product portfolio includes system-on-chips (SoCs) based on Bluetooth Low Energy (BLE) technology, enhanced with proprietary features for improved power efficiency and energy harvesting capabilities.
Atmosic's flagship products include the ATM3 and ATM33 series of Bluetooth 5.3 SoCs, which incorporate the company's Lowest Power Radio and On-demand Wake-Up technologies. These innovations enable Atmosic's chips to achieve significantly lower power consumption compared to standard Bluetooth solutions. The company's latest offering, the ATM34/e series announced in January 2024, expands its capabilities to support Matter-over-Thread protocol, providing additional flexibility for smart home applications.
The company's technology has found applications in various IoT devices, including asset trackers, beacons, remote controls, keyboards, mice, and wearables. One notable implementation is in Samsung's Galaxy SmartTag2, which utilizes Atmosic's ATM3325 SoC to achieve a 43% reduction in power consumption compared to its predecessor.
Atmosic's business model revolves around selling its SoCs to device manufacturers and providing development platforms to support integration into various IoT products. The company aims to address the growing demand for sustainable and low-maintenance IoT solutions across multiple sectors, including consumer, enterprise, healthcare, and industrial applications.
Key customers and partnerships
Atmosic has established partnerships with several companies in the IoT ecosystem. Samsung Electronics incorporated Atmosic's ATM3325 SoC into its Galaxy SmartTag2, showcasing the technology's ability to extend battery life in consumer products. In March 2023, Atmosic collaborated with Dracula Technologies to create a battery-free remote control reference design, combining Atmosic's ATM33 SoC with Dracula's organic photovoltaic technology.
The company has also partnered with Exeger, a Swedish manufacturer of solar cell technology, to develop energy harvesting solutions for IoT devices. In July 2024, Atmosic announced a partnership with blukii, a brand of hard&softWERK, to power a new Bluetooth beacon with extended battery life.
Atmosic's customer base has expanded significantly, with the company reporting a 500% increase in its customer base and a tenfold increase in shipments in January 2022. The company has also formed a partnership with Universal Electronics Inc., a global leader in universal control solutions for home entertainment and smart home devices.
In the distribution space, Atmosic partnered with Mouser Electronics in December 2023 to make its products more accessible to IoT developers worldwide. This partnership aims to accelerate the growth of sustainable IoT devices by providing immediate access to Atmosic's low-power wireless portfolio.

Atmosic

TenaFe, Inc. is a solid-state drive (SSD) controller startup that develops innovative storage technologies for data centers, edge computing, and client OEM applications. The company specializes in creating PCIe NVMe SSD controllers with advanced features. TenaFe's product lineup includes PCIe Gen 4 NVMe SSD controllers designed with DRAMless architecture, such as the TC2200, which achieves transfer rates of 4.8GB/s, and the TC2201, which can reach speeds up to 7.4GB/s. For data center applications, TenaFe offers the TC2310, a PCIe Gen 5 NVMe controller that prioritizes performance, power efficiency, and low latency, with a maximum active power average of less than 20W. This controller is compatible with various form factors including E1.S, E1.L, U.2, and E3.S. TenaFe also produces the TB2200, a PCIe Gen 4 NVMe BGA SSD designed for emerging applications such as autonomous vehicles, AR/VR products, and gaming phones. This small form factor SSD is soldered down to provide vibration resistance and shock-proof capabilities. In addition to hardware, TenaFe has developed TenaFe Insight, an SSD development platform that streamlines the process from architecture design to mass production, allowing for on-site or cloud-based development and collaboration with partners. The company's technology incorporates a patented LDPC engine to improve Quality of Service, leading-edge compression algorithms to enhance endurance and capacity, and designs optimized for minimal power consumption.

TenaFe

Menlo Micro is a company that specializes in developing and manufacturing innovative microelectromechanical systems (MEMS) switches, known as the Ideal Switch technology. The company's core product offering is a range of high-performance MEMS switches that combine the benefits of mechanical relays and solid-state switches. Menlo Micro's Ideal Switch technology enables switches that are significantly smaller, faster, and more reliable than traditional electromechanical relays while providing lower power consumption and better efficiency than solid-state alternatives.
The company's product portfolio includes various switch configurations such as single-pole/single-throw (SPST), single-pole/four-throw (SP4T), and double-pole/double-throw (DPDT) switches. These switches are designed for applications across multiple industries, including industrial automation, smart building controls, energy management systems, telecommunications, aerospace and defense, medical devices, and consumer electronics.
One of Menlo Micro's flagship products is the MM9200, introduced in December 2022. This device is capable of handling 10A of current in a miniature 5mm x 5mm surface-mount package, with an ultra-low contact resistance of 0.010 ohms. The MM9200 offers fast switching speeds of 10 microseconds, a voltage standoff of ±300V, and a mechanical endurance of over 1 billion switching cycles. In March 2023, the company released the MM1200, a six-channel SPST switch designed for power and signal switching applications in both DC and AC circuits.
To support its Ideal Switch products, Menlo Micro also develops complementary technologies such as the MM101, an 8-channel low-voltage to high-voltage driver with an integrated charge pump, released in January 2023. This driver solution aims to simplify the integration of Menlo Micro's switches into various applications.
In July 2023, Menlo Micro announced plans to establish its first domestic production facility, called the Ideal Fab, in Tompkins County, New York. The company committed to investing USD 50 million in this facility over three years, with the potential for additional investments up to USD 150 million as part of a multi-year growth strategy.

Menlo Micro

Companies that develop low-power, high-performance semiconductors for sensors, wearables, and other connected devices.

Companies that develop semiconductors that can support high-bandwidth and low-latency requirements of 5G networks and other wireless communication technologies.

Companies that develop semiconductors that focus on automotive applications such as advanced driver assistance systems (ADAS) and autonomous driving as well as in-car entertainment and communication systems.

Companies that develop semiconductors to improve the performance of data center infrastructure.

Companies developing semiconductors for other emerging tech applications, including quantum and edge computing.

Companies in the IoT applications segment develop semiconductors for sensors, wearables, and other connected devices

Develop semiconductor materials and technologies to advance technologies such as IoT, 5G, and AutoTech

RF applications segment companies develop semiconductors for 5G networks and other wireless communication technologies

<div>
 
 Mythic is a developer of AI processor chips that combine hardware and software capabilities, facilitating faster memory access for Edge AI inferencing.&nbsp;&nbsp;
 
 
 Mythic&rsquo;s key products include its Mythic Analog Matrix Processor M1076 AMP and M1108 Processor.
 
 
 Mythic&rsquo;s proprietary Mythic Analog Matrix Processor M1076 AMP leverages the Mythic Analog Compute Engine (Mythic ACE) to provide GPU-level computational power with significantly lower power consumption. This enables edge devices to efficiently run complex AI applications at higher resolutions and faster frame rates, leading to improved inference results.&nbsp;
 
 
 Its M1108 Processor is designed to deploy Edge AI in a broad spectrum of applications, encompassing smart residences, augmented and virtual reality (AR/VR), unmanned aerial vehicles (drones), and video monitoring.
 
 
 The company's technology is distinguished by its analog compute-in-memory (CIM) architecture, which stores neural networks entirely on-chip, providing a more compact, power-efficient, and cost-efficient solution compared to traditional digital solutions. This technology allows Mythic to deliver high-performance AI processing, comparable to a desktop GPU, across a range of devices from low-cost drones to immersive AR headsets.
 
 
 Key customers and partnerships
 
 
 Mythic's products offer solutions across various uses and industries such as smarter cities and spaces, intelligent machines and robots, smart homes, AR/VR and metaverse, and drones and aerospace.&nbsp;
 
 
 Lockheed Martin is one of its largest customers.&nbsp;
 
 
 Funding and financials
 
 
 In 
 <a href="https://sp-edge.com/updates/16992">
 March 2023
 </a>
 the firm raised USD 13 million in venture funding. The company stated it planned to utilize the funds to finance the development of an enhanced energy-efficient AI processor.
 
</div>

<div>
 
 Founded in Israel, NeuReality specializes in providing hardware infrastructure to streamline computation processes to accelerate the development of AI applications. Its technology assists AI inferencing deployment by offering a comprehensive system solution that seamlessly supports a vast array of deep learning models.
 
 
 NeuRealitys&rsquo; infrastructure includes an architecture called the Network Addressable Processing Unit (NAPU) to maximize the capabilities of Deep Learning Accelerators (DLAs). This design facilitates inference through purpose-built NAPUs that are specifically crafted for AI inference tasks, enhancing performance and efficiency.
 
 
 The NR1 AI Inference Solution by NeuReality is a comprehensive system comprising architecture, hardware, and software platforms. Launched in November 2023, it intends to simplify the installation, utilization, and management of AI, making it accessible and manageable for users.
 
 
 The hardware offerings of the solution include,
 
 
 1. 
 NR1 Network Addressable Processing Unit
 : A network addressable inference Server-on-a-Chip with an embedded Neural Network Engine, which is a workflow-optimized hardware device with specialized processing units, native network capabilities, and virtualization capabilities
 
 
 2. 
 NR1-M&trade; AI Inference Module
 : A full-height, double-wide PCIe card containing one NR1 Network Addressable Processing Unit (NAPU) system-on-chip and a network addressable Inference Server that can connect to an external Deep Learning Accelerator (DLA)
 
 
 3. 
 NR1-S AI Inference Appliance
 : An optimized design for an inference server that contains NR1-M modules with the NR1 NAPU, which enables disaggregated AI service in a scalable and efficient architecture
 
 
 The software component of the solution is designed to be compatible with any trained model from any development environment. It includes tools that handle the entire AI pipeline and enable seamless connection of AI workflows to any environment.
 
 
 NeuReality differs from traditional AI chip connectivity in replacing CPU-centric support with an AI-centric platform. This allows components to communicate directly with AI accelerators, eliminating the need for commands to pass through a central processing unit. Additionally, the technology enables AI accelerators to connect with each other, enhancing efficiency and performance in AI applications. It also claims its AI-centric approach reduces complexity, cost, and power usage. The firm claims it can reduce inference costs by 90%.
 
 
 Key customers and partnerships
 
 
 In November 2021, NeuReality teamed up with IBM to develop advanced AI inference technology by enhancing its NR1 chip and system for use in IBM's Hybrid Cloud.
 
 
 In September 2021, the company partnered with Xilinx to develop AI-centric platforms that improve real-world AI applications. This collaboration was intended to focus on NeuReality's AI-centric inference platform NR1-P and address existing issues with AI deployment including cost and complexity.
 
 
 Funding and financials
 
 
 In 
 <a href="https://sp-edge.com/updates/27745">
 March 2024
 </a>
 , NeuReality secured USD 20 million in funding led by The European Innovation Council (EIC) Fund. The funds were intended to accelerate the deployment of NeuReality&rsquo;s NR1AI Inference Solution.
 
 
 In December 2022, it secured USD 35 million in a Series A funding round led by Samsung Ventures, with Cardumen Capital, Varana Capital, OurCrowd, XT Hi-Tech, and others as participants. The funding was used to launch its flagship AI inferencing solution.
 
</div>

NeuReality

<div>
 
 Accubits is an AI and BLOCKCHAIN focused development and solutions company based in Washington DC with its development offices in India and Dubai. Pioneering as a custom Blockchain solutions provider delivering solutions ever since 2012, Accubits is one of the oldest and experienced Blockchain dev house in the market and is featured as one among the top 13 Blockchain companies in India by INC42. We are a big family of engineers, innovators, inventors and many others continually working to help our customers in leveraging their business and adding value to their lives. Over the past 6 years, We have delivered more than 600 projects, for over 200 clients worldwide. Several of Fortune 500 companies in sectors from Retail to Health are being powered by our solutions to streamline and leverage their growth.Our portfolio for AI solutions includes intelligent conversational tools, RPAs, CRMs, SIPs, real-time video and image analytics systems, state of the art ALPR systems and many more being used enterprises, startups across North America, Canada, Middle East, Hong Kong, Singapore, Indonesia, India &amp; Sweden. Our portfolio of Blockchain development includes custom DApps and smart contracts, crypto token and exchange development, integrated blockchain services and ICO platforms.
 
</div>

Accubits

<div>
 
 LeewayHertz is a leading software development company delivering tailor-made digital solutions to businesses worldwide. Our team of 250+ full-stack developers, designers and innovators has designed and developed 100+ digital solutions across industry verticals. As a close-knit team of AI and web3 experts, designers and full-stack developers, we undertake collaborative research and development to create next-gen applications and solutions perfectly suited to the evolving tech space. As a technology pioneer with deep knowledge and expertise in AI, blockchain and other advanced technologies like IoT, LeewayHertz believes in helping companies overcome their most complex tech challenges and drive business growth. Our motto, &lsquo;You Dream It: We Build It,&rsquo; reflects our business philosophy. From putting flesh on your idea to delivering the expected end product, we do whatever it takes to make your project successful. Having worked with 30+ top fortune 500 companies and created various on-demand solutions, we boast an impressive work portfolio demonstrating our expertise.
 
</div>

LeewayHertz

Databricks, a data and AI company established by the original developers behind prominent Big Data solutions such as Delta Lake, Apache Spark, and MLflow, and provides organizations with AI and data analytics tools for efficient management of their data.Databricks' primary product is the Databricks Lakehouse platform, a unified data intelligence platform that merges a data warehouse and data lake to provide developers with efficient access to data and enables enterprise customers to create their AI models—similar to a ChatGPT-style AI system—using only their internal data.Databricks Unity Catalog, part of the Databricks Lakehouse Platform, provides unified governance for structured and unstructured data, machine-learning models, notebooks, dashboards, and files across various environments, offering automated monitoring, proactive alerts, and seamless data sharing through Delta Sharing integration. Furthermore, Databricks offers an open architecture that streamlines the AI development process, allowing the integration of various LLMs such as Llama 2, Azure OpenAI, and Anthropic, enabling customization with enterprise data for tailored model creation.Notably, Lakehouse leverages NVIDIA technology for accelerated data processing and AI model generation. Databricks also offers industry-specific solutions like Databricks Lakehouse for Healthcare, Financial Services, Retail, and Manufacturing.Databricks has expanded its offerings through multiple acquisitions, including MosaicML ( <a href="https://sp-edge.com/updates/19683">July 2023 </a>), Arcion ( <a href="https://sp-edge.com/updates/23041">October 2023 </a>), Okera ( <a href="https://sp-edge.com/updates/18197">May 2023 </a>), and Datajoy (October 2022). Key customers and partnershipsAs of July 2023, Databricks served a global customer base of approximately 10,000, including notable customers such as Comcast, DuPont, Honeywell, Rolls-Royce, Shell, and Tata Steel.Notable partnerships include collaboration with NVIDIA to incorporate NVIDIA TensorRT-LLM into its inference service and a partnership with Hevo-Data to automate data integration into the lakehouse for mutual customers (October 2022).Databricks also partnered with Karini AI to accelerate GenAI deployment for enterprises (<a href="https://sp-edge.com/updates/33687">September 2024</a>)Databricks also provides an LLM Mesh partner program; it has partnered with firms such as <a href="https://sp-edge.com/updates/24218">Dataiku </a>where an emphasis is placed on comprehensive data access, enabling tight integration of GenAI applications with enterprise data.

Databricks

<div>
 
 Labelbox offers a data-centric AI platform for enterprises, enabling them to develop, optimize, and use AI to solve complex problems and power new products and services.&nbsp;&nbsp;
 
 
 Labelbox&rsquo;s platform offers capabilities for building, optimizing, training, fine-tuning LLMs, and AI-enabled data labeling automation.&nbsp;
 
 
 Its products include&nbsp;
 
 
 1) Catalog: A platform for building AI applications with features such as advanced search capabilities and optimizing data for labeling budgets
 
 
 2) Annotate: A data labeling solution designed to streamline and accelerate labeling operations using automation tools and pre-labeling techniques
 
 
 (3) Model: Offers tools for data enrichment, model-assisted labeling, and custom Foundry Apps to automate data management tasks and improve AI model performance&nbsp;&nbsp;
 
 
 (4) Boost: Offers fully managed tailored solutions such as on-demand data labeling services to enhance AI development speed and efficiency.&nbsp;
 
 
 As such, Labelbox enables companies to streamline the fine-tuning and alignment of LLMs and enables the validation of outputs through techniques such as reinforcement learning with human feedback (RLHF), reinforcement learning from AI feedback (RELIEF), and evaluation. This incorporation of human expertise ensures more accurate, contextually relevant, trustworthy, and secure results from LLM systems.
 
 
 The platform is offered through a SaaS subscription model with packages ranging from free subscriptions with limited usage and custom pricing for enterprises.
 
 
 Key customers and partnerships
 
 
 The firm's solutions have use cases across diverse industries, including retail, consumer internet, healthcare, manufacturing, and financial services. Labelbox has a large portfolio of customers, including NASA's Jet Propulsion Laboratory and Blue River Technology, a smart AgriTech company that used Labelbox's model-assisted labeling suite to enhance its See &amp; Spray technology in smart agriculture, resulting in herbicide cost savings of 70%&ndash;80. Labelbox's customers also include several Fortune 500 companies, such as Walmart, P&amp;G, Audi Adobe, Airbnb, Bayer, and Bosch.
 
 
 Key partnerships include a long-term collaboration with 
 <a href="https://sp-edge.com/updates/21770">
 Google Cloud
 </a>
 to facilitate digital transformations in retail, consumer internet, financial services, and manufacturing and logistics.
 
 
 Funding and financials
 
 
 In January 2022, the firm raised USD 110 million in Series D funding led by SoftBank's Vision Fund 2. The company planned to utilize the funds to finance company expansion.
 
 
 
</div>

Labelbox

Integrated solutions that handle various processes such as model training, fine-tuning, model deployment, monitoring, and maintenance in working with and deploying LLMs

Platforms that provide hardware such as high-performance CPUs, GPUs, or TPUs, including cloud-based solutions that are commonly used to train and run GenAI models efficiently

Platforms that assist with fine-tuning pre-trained GenAI models or custom models tailored to specific use cases. Includes services that train models from scratch or use existing models

Platforms that store and retrieve training data in vector databases for access during the model training phase

Services to deploy GenAI models (on-premises or cloud-based) into production environments and integration tools to support existing systems and workflows

Ongoing monitoring of GenAI models to ensure performance. Includes regular model retraining, performance optimization, and troubleshooting

Platforms that assist in designing and refining prompts or instructions to GenAI models to get the desired responses or outcomes

Platforms that enable safe, responsible, and ethical GenAI deployment, ensuring compliance with regulations and/or protection against GenAI-based cybersecurity threats.

All services offered by these companies provide support to AI/ML

NLP is a key component of generative AI which is the core focus of this hub.

All companies within this space are offering infrastructure for generative AI

Generative AI infrastructure hub covers companies that deploy and run these foundation models.

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