Sierra Ventures is a Bay Area-based early-stage venture firm investing globally with a focus on Next Generation Enterprise and Emerging Technologies. With over three decades of experience and over $2 billion of assets under management, Sierra has created a vast network of successful entrepreneurs, Global 1000 CXOs, operational executives, and deep domain experts, providing a platform for entrepreneurs around the world. Sierra Ventures primarily invests in Seed and Series A rounds, with a preference to lead investment rounds and reserve capital for follow on rounds. Investment sectors include artificial intelligence/machine learning, big data, cloud, fintech, health tech, IoT/infrastructure, marketplaces, SaaS & enterprise apps, security, and emerging technologies such as 5G, devices, blockchain, robotics, and virtual reality / augmented reality. Sierra Ventures typically makes initial investments between $500,000 and $7 million on average and invests between $500,000 and $15 million over the life of an investment. The firm has invested in leading companies such as Intuit, Invensense, Greenplum, MakeMyTrip, OnLink, Teradata, StrataCom, Sourcefire, Treasure Data, and more. Sierra Ventures was founded in 1982 and is based in San Mateo, California.

Sierra Ventures

Cota Capital is an SEC-registered multi-stage investment firm focused on private and public enterprise technology companies. Cota has invested in more than 100 private and public technology companies since inception. Cota’s overall Mission is to deliver impactful outcomes through principle-guided investment in modern enterprise technologies.

Cota Capital

UCLA Investment Company is led by a president and chief investment officer and is governed by a 10-member board, including volunteers with deep knowledge of the investment industry, finance and business who are appointed by The UCLA Foundation Board of Directors.

UCLA Investment Company

Celesta Capital is a venture capital firm that invests in entrepreneurs and disruptive technology companies. Their management team and investment professionals leverage over 400 years of accumulated investment and operational experience and bring to their portfolio companies a deep and unmatched network of value-added strategic relationships.  Celesta Capital invests globally and has offices in California, Israel, India, and China

Celesta Capital

The hardest thing for early stage B2B Startups is to find the first customer who can validate your Product Market Fit and grow your business together. Since 2011, they have created more than 100 partnerships between startups and Fortune 500 companies by leveraging their CXO network with Global Conglomerates.

DNX Ventures

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

5G Ventures Société Anonyme (“5G Ventures SA”) has been established pursuant to Article 93 of Law n. 4727/2020 (Government Gazette A’ 184) and is a direct subsidiary of the Hellenic Corporation of Assets and Participations (HCAP SA). The purpose of  5G Ventures SA is the establishment and management of Phaistos Investment Fund, pursuant to the provisions of Article 7 of Law n. 2992/2002 (Government Gazette A’ 54), according to prevailing market conditions and with guarantees for full transparency and accountability, and complying with International Financial Reporting Standards (IFRS). Phaistos Investment Fund has been established pursuant to Article 94 of Law n. 4727/2020 (Government Gazette A’ 184). Its exclusive objective is the investment in businesses that are actively involved in 5G-related research and/or development of products and/or services in Greece, in sectors such as transport and logistics, manufacturing, public goods and utilities, health, tourism, information and media. Private and professional investors may participate in Phaistos Investment Fund. Phaistos Investment Fund operates according to Article 7 of Law n. 2992/2002 (Government Gazette A’ 54).

5G Ventures

Family investment firm based out of Washington, DC Metro Area.

4G Capital

Movandi

Movandi is the fastest growing 5G mmWave solutions company with a mission to revolutionize 5G Everywhere. The company was founded by two siblings, Maryam and Reza Rofougaran, today’s top leaders in the wireless industry, whose innovations have shaped and transformed wireless in the last few decades. Having pioneered wireless systems. Movandi is solving real-world 5G mmWave deployments with unmatched differentiation and high performance core technology in 5G integrated circuits, antennas, systems, and algorithms design disciplines, to enable 5G to its full potential. Movandi’s flexible solutions solve 5G mmWave deployment cost and schedule challenges and provide future-proof solutions utilizing mesh and routing to further improve 5G coverage and capacity. Movandi’s strong and diverse system portfolio of IP and patents plays a critical role across the complete 5G ecosystem, from infrastructure to mobile, while allowing for maximum 5G coverage.

Movandi is a 5G technology company founded in 2016 by former Broadcom executives Maryam and Riza Rofougaran. The company focuses on developing solutions to overcome the propagation challenges associated with 5G millimeter wave (mmWave) spectrum deployment. Movandi's core offerings include RF chipsets, integrated antenna modules, algorithms, and reference platforms designed to extend the range and improve the coverage of mmWave-based 5G networks.

Movandi Collaborates with Qualcomm to Expand 5G mmWave Adoption

Movandi Outlines Four Megatrends for 5G mmWave Technology in 2023 and Beyond

Rakuten Mobile to Deploy Movandi’s 5G mmWave Smart Repeaters

Movandi 5G mmWave Products

Rakuten Mobile extends 5G mmWave network using Movandi repeaters

Movandi to Extend 5G mmWave Coverage

Pioneering 5G Wireless Technology

Movandi Makes MmWaves At Mobile World Congress Los Angeles 2021

WNC and Movandi Partner to Deliver Innovative Dual-Band 5G mmWave Smart Repeaters

A new generation of building blocks for emerging tech

Next-gen Semiconductors

Movandi is a company that develops solutions to address the propagation challenges associated with the deployment of 5G in the higher millimeter-wave (mmWave) spectrum bands. The company focuses on providing a complete set of solutions encompassing silicon, software, and systems that include radio frequency (RF) chips, integrated antenna modules, algorithms, and reference platforms.

Rakuten is working with Movandi on 5G mmWave coverage

A new generation for mobile connectivity with 5G and beyond

Next-gen Mobile Networks

Movandi CEO Maryam Rofougaran Receives 2023 Leading Lights MVP Award

Movandi is a 5G technology company founded in 2016 by former Broadcom executives Maryam and Riza Rofougaran. The company focuses on developing solutions to overcome the propagation challenges associated with 5G millimeter wave (mmWave) spectrum deployment. Movandi's core offerings include RF chipsets, integrated antenna modules, algorithms, and reference platforms designed to extend the range and improve the coverage of mmWave-based 5G networks.
The company's flagship product is the BeamXR smart repeater, which uses Movandi's proprietary technology to amplify and redirect 5G mmWave signals, enabling them to penetrate walls, bend around buildings, and overcome line-of-sight issues. This technology helps address the limited coverage and poor penetration typically associated with mmWave frequencies. Movandi claims its portfolio of 5G mmWave solutions can deliver ten times the coverage at only 1/10 the cost of competing alternatives.
In addition to smart repeaters, Movandi has developed a software-defined beam networking (SDBN) technology that enables remotely programmed beam forming and steering to optimize 5G coverage and reduce operating expenses. The company's solutions support various mmWave frequency bands, including 24/26 GHz, 28 GHz, and 39 GHz, making them applicable for global deployments.
Movandi's technology is designed to accelerate 5G mmWave network deployment by improving performance and economics for global 5G operators. The company's solutions address a wide range of use cases, including urban 5G densification, fixed wireless access (FWA), wireless backhaul, and indoor coverage for enterprise private networks.

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

Movandi is a company that develops solutions to address the propagation challenges associated with the deployment of 5G in the higher millimeter-wave (mmWave) spectrum bands. The company focuses on providing a complete set of solutions encompassing silicon, software, and systems that include radio frequency (RF) chips, integrated antenna modules, algorithms, and reference platforms.
Movandi's flagship product is its BeamXR technology, which includes smart repeaters designed to accelerate 5G mmWave network deployment by improving performance and economics for global 5G operators. The BeamXR smart repeaters solve real-world mmWave deployment challenges for 5G networks, such as line-of-sight issues, high path loss, and self-installation problems. They amplify mmWave signals and extend the range and coverage of mmWave-based 5G networks, enabling signals to penetrate walls and bend around buildings.
Movandi offers a range of BeamXR smart repeater solutions tailored for different use cases, including network smart repeaters for urban 5G densification, fixed-wireless access (FWA), wireless backhaul, and signal re-direction; indoor smart repeaters for high-density coverage in buildings and venues; and mobile smart repeaters for seamless coverage in vehicles. The company's BeamXR technology also includes software-defined beam networking (SDBN) capabilities, enabling remotely programmed beam forming and steering, mesh networking, and artificial intelligence-based optimization.
As of October 2022, Movandi had partnered with Rakuten Mobile to deploy its BeamXR smart repeaters and expand the operator's 5G mmWave coverage and capacity in Japan. The company aims to provide cost-effective solutions that can significantly reduce the total cost of ownership for mmWave deployments, with claims of delivering ten times the coverage at only one-tenth the cost of competing alternatives.

Astranis is a San Francisco-based company that designs and manufactures small, low-cost telecommunications satellites to provide broadband internet access in remote and underserved areas. The company's unique approach involves building compact geostationary orbit (GEO) satellites weighing around 400-600 kilograms, significantly smaller than traditional GEO satellites that can be the size of a school bus.
Astranis' satellites utilize a proprietary software-defined radio payload technology, allowing for frequency and coverage flexibility, as well as efficient spectrum utilization. The company's first commercial satellite, Arcturus, launched in April 2023, was designed to provide over 7.5 gigabits per second (Gbps) of throughput in the Ka-band to triple satellite internet capacity across Alaska through a partnership with Pacific Dataport Inc. However, Arcturus experienced solar power issues post-launch, limiting its capabilities.
To address this, Astranis deployed a multi-mission satellite called UtilitySat in 2023 as an interim solution. UtilitySat can provide connectivity across Ku, Ka, and Q/V bands and has the ability to reposition multiple times within the GEO belt, thanks to its dual chemical and electric propulsion system.
Astranis' satellites have a designed lifespan of around 8-10 years, roughly half that of conventional GEO satellites. The company operates the satellites it builds and leases the capacity to customers, including telcos, Fortune 500 companies, and governments. In 2024, Astranis unveiled plans for its next-generation Omega satellites, designed to provide over 50 Gbps of throughput, five times more than the current generation. The Omega satellites will feature solid-state power amplifiers instead of traditional vacuum tubes, improving efficiency and reducing weight.
By the end of 2024, Astranis aims to have contracts worth over USD 1.2 billion in revenue from satellites sold, with customers in countries like Mexico, Argentina, Thailand, and the Philippines. The company has also expressed interest in competing for the Protected Tactical SATCOM - Global (PTS-G) program, a US government initiative for a proliferated GEO telecoms constellation.

Astranis

Baicells Technologies is a provider of disruptive 4G LTE and 5G cellular solutions that connect more than 50 countries globally. The company's innovative solutions leverage the shared Citizens Broadband Radio Service (CBRS) spectrum, enabling enterprises, service providers, and various industries to access premium mid-band spectrum for private cellular networks. Baicells' end-to-end solutions are designed to be cost-effective and operationally simple, making it easier to provide wireless broadband connectivity to underserved areas.
Baicells' solutions include LTE and 5G access points, customer premises equipment (CPE), mobile core, and management platforms. The company's Nova-233 eNodeB, for instance, can deliver up to 112 Mbps downlink and 20 Mbps uplink, serving up to 96 concurrent users per LTE base station. Baicells' offerings cater to a wide range of industries, including manufacturing, sports venues, wireless internet service providers (WISPs), education, airports, outdoor events, and multi-dwelling units.
In February 2023, Baicells, along with partners CELLocity, ALEF Edge, and LittleBird, deployed a private LTE solution for a residential rental community in Phoenix, Arizona. This deployment, recognized by the OnGo Alliance, demonstrates the growing adoption of Baicells' solutions across various sectors. Additionally, in January 2020, Baicells partnered with Streakwave Wireless, a global distributor, to expand its market reach.

BaiCells Technologies

Business Mobility Systems is a technology company focused on developing solutions for mobile workforce management. The company offers a range of products and services to help organizations optimize the productivity and efficiency of their mobile employees.

Business Mobility Systems

Aispire specializes in providing advanced data analytics solutions for industries with demanding data requirements. The company's platform enables businesses to collect, process, retain, and analyze massive amounts of data where it resides, offering insights at extreme scale, speed, and efficiency. Aispire's technology allows seamless analysis across all data sources, with the ability to drill down to granular levels without the need for redesigning, reloading, or restructuring data. The platform supports the deployment and training of machine learning models without requiring businesses to build their own MLOps infrastructure. Aispire emphasizes data security by retaining data close to its point of creation, thereby maintaining data sovereignty. The company claims to deliver solutions from concept to production in a matter of days, providing fast time to value for its clients.Aispire's offerings include Network Intelligence for communication service providers, Smart Manufacturing solutions to enhance efficiency in industrial settings, and Embedded and White Label options for businesses looking to incorporate data insights into their products. The company's technology is built on patented innovations that unify data source integrations, ETL (Extract, Transform, Load) processes, and in-stream AI/ML capabilities with a data mesh storage architecture. This architecture is designed to optimize the analysis of geographically distributed data sources, whether on-premise, in the cloud, or at the edge. Aispire's product lineup includes Aispire Pipelines, which offers production-ready operational pipelines with integrated MLOps, and AispireDB, a geo-distributed analytical database.

Aispire

Illuminate Technologies is a cybersecurity company specializing in solutions for mobile and carrier IP networks. The company's products cover security requirements across 2G, 3G, 4G, and 5G mobile infrastructure, as well as virtualized network infrastructure. Illuminate combines three decades of experience in telecommunication networks, remote sensing, and enterprise-scale data analytics with innovations in cloud computing, IoT, edge computing, and artificial intelligence to address complex customer challenges. The company's offerings include a Roaming Visibility capability, which was selected by a key customer in a European country. Illuminate also provides security solutions that address the adoption of P5G networks, which are increasingly being used to enhance national security and military performance. The company has offices in Los Angeles, California; Columbia, Maryland; and Edinburgh, Scotland.
Key customers and partnerships
Illuminate serves customers in the telecommunications sector, including mobile network operators. The company has provided its Roaming Visibility capability to a key customer in a European country.

Illuminate Technologies

Companies that offer 5G/6G connectivity solutions for enterprises to use in private telecommunications, using cell towers, base stations and other terrestrial infrastructure

Companies that offer 5G/6G connectivity solutions for enterprises for use in private telecommunications, using satellites and other space-based equipment

Companies that develop hardware and equipment for mobile service providers and enterprises to build, maintain and optimize private 5G/6G networks, including switches, antennas, microchips, and routers

Companies that develop next-generation software solutions for mobile service providers and enterprises to manage and optimize cloud infrastructure and network services

Provides 5G/6G telecom technologies to offer lower latency and increased capacity and coverage

Earth-based hardware and telecom software companies adopt AI/ML for design and RAN automation

Some network optimization companies offer a single network to connect users and IoT devices globally

Movandi

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