|
市場調査レポート
商品コード
1219667
オープン無線アクセスネットワークの世界市場規模、シェア、産業動向分析レポート:タイプ別、周波数別、コンポーネント別、アクセス別、無線インターフェース別、地域別展望と予測、2022年~2028年Global Open Radio Access Network Market Size, Share & Industry Trends Analysis Report By Type, By Frequency, By Component, By Access, By Radio Interface, By Regional Outlook and Forecast, 2022 - 2028 |
||||||
オープン無線アクセスネットワークの世界市場規模、シェア、産業動向分析レポート:タイプ別、周波数別、コンポーネント別、アクセス別、無線インターフェース別、地域別展望と予測、2022年~2028年 |
出版日: 2023年01月31日
発行: KBV Research
ページ情報: 英文 298 Pages
納期: 即納可能
|
オープン無線アクセスネットワーク(Open RAN)の世界市場規模は、2028年までに231億米ドルに達し、予測期間中にCAGR64.4%の市場成長率で上昇すると予測されています。
したがって、Open RANの主な目的は、通信事業者がコンポーネントを組み合わせたり、マッチングさせたりできるようにすることで、これを変えることです。基地局のインターフェイスを開放することで、さらに一歩進んだことが可能になります。Open RANのアーキテクチャでは、オープンインターフェースを介してハードウェアとソフトウェアを分離することができます。サービスプロバイダが多くのサプライヤから非独占的な構成部品を使用することは、モバイルネットワークのトポロジーにおける継続的な革命によって可能になりました。
オープンRANは、通信機器メーカーが遵守すべき一連の業界標準仕様によって促進されます。その結果、プログラマブル、ディスアグリゲーション、仮想化、インテリジェント、相互運用性などの機能がOpen RANによって実現されます。具体的には、ベースバンドユニット(BBU)と独自のリモートラジオヘッド(RRH)が、分散ユニット(DU)、無線ユニット(RU)、集中ユニット(CU)に分割され、その一部はコンテナ化または仮想化されています。これらの新しいコンポーネントは、オープンで相互運用可能なインターフェースを備えており、Open RANの適用を推進しています。
COVID-19インパクト分析
在宅勤務、オンライン小売、遠隔教育、eコマースなどは、すべて5Gによって実現しました。また、リアルタイム通信、バーチャル教育、稼ぐ層のビデオ会議、インタラクティブな店舗内体験、病院での遠隔モニタリングも可能になっています。さらに、5Gのサービスやソリューションには高い信頼性、広いカバレッジ、効率的なデータ伝送、超低遅延、低コストが含まれるため、この業界は成長しました。低開発国での採用が進んだことで、上記の市場のメリットや使用事例が大きく支持され、消費者の行動パターンが変化し、富裕国での5G導入が再開され、成長が加速されたのです。
市場の成長要因
投資収益率(ROI)と総所有コスト(TCO)のためのソリューション強化のためのオープンラン
多くの事業者は、Open RANプラットフォームの普及がTCOの低下に大きく影響していると考えています。オープンインターフェースは、立派なROIを達成するために極めて重要です。オープンプラットフォームは新規参入障壁が低く、事業者はさまざまなサプライヤーのネットワークコンポーネントを統合できるため、価格競争はそれほど激しくありません。オープンプラットフォームは、企業や通信事業者のWi-Fi業界などの業界に大きな貢献をしてきました。携帯電話業界も同様の変貌を遂げています。この業界では、無線機のような高度な部品の開発コストを削減するために、共通のリファレンス・プラットフォームを利用することに大きな関心が集まっています。
モバイル通信事業者によるオープンRANへの要求の高まり
通信事業者は、仮想化だけでなく、オープンRANの導入により、共通の商用オフザシェルフ(COTS)サーバー上でソフトウェアベースのネットワークオペレーションを実行することができるようになりました。さらに、モバイルネットワーク事業者(MNO)は、非独占的なオープンインターフェースにより、あるプロバイダーのサーバーと別のプロバイダーの無線機を組み合わせて使用することができます。このように、Open RANの導入により、ソフトウェア・ハードウェアメーカーによるクラス最高のエコシステムが形成され、柔軟な対応が可能となり、競争が激化し、通信業界のイノベーションにつながることが期待されます。
市場再整備の要因
統合にかかる高いコストと複雑さ
Open RANは最近のアーキテクチャであり、十分な試行錯誤がなされていないです。そのため、Open RANの導入には、遅延の問題、運用、保守など、いくつかの障害があります。ほとんどの事業者にとって、最大のリスクは、統合にかかる費用と複雑さです。事業者は、これらの問題をOpen RANの導入計画における最大の障害と考えています。未熟な技術、サプライチェーンの問題、統合されたRANソリューションと比較した場合のパフォーマンスのトレードオフも、さらに大きな障害となっています。したがって、これらすべての要因が、現在、オープン無線アクセスネットワーク(Open RAN)市場の拡大における最大のハードルとなっています。
コンポーネントの展望
オープンRAN市場は、コンポーネントに基づき、ハードウェア、ソフトウェア、サービスに分類されます。サービスセグメントは、2021年のオープンラジオアクセスネットワーク(Open RAN)市場でかなりの成長率を調達しました。通信事業者による5G無線アクセスネットワークの導入が、コンサルタント、設計、保守サービス、開発の需要を高め、同分野の成長に影響を与えると予測されています。オープンRANサービスは、5Gと4Gの無線セルサイトカバレッジの広範な展開を促進します。
タイプ別展望
オープン無線アクセスネットワーク(Open RAN)市場は、タイプ別に、オープンRAN RUとオープンVRANに分けられます。オープンRAN RUセグメントは、2021年のオープン無線アクセスネットワーク(Open RAN)市場で最大の収益シェアを示しました。オープンRANでは、DU、RU、CUのコンセプトの機能区分がますます重要になっています。性能機能の調整、負荷管理、リアルタイム性能最適化、多様な使用事例への適応、および必要なQoSは、分散&中央の分割アーキテクチャによって実現されます。
周波数の展望
オープン無線アクセスネットワーク(Open RAN)市場は、周波数別にサブ6GHzとmmWaveに区分されます。mmWaveセグメントは、2021年のオープンラジオアクセスネットワーク(Open RAN)市場でかなりの成長率を調達しました。30GHzから300GHzの周波数帯は、ミリ波帯と呼ばれます。マイクロ波と赤外線に挟まれたこの帯域は、最新の802.11ad Wi-Fi規格(60GHzで動作)で実証されたように、高速無線通信に利用することができます。また、標準化団体であるFCC(Federal Communications Commission)では、一般的な通信用として検討されています。
無線インタフェースの展望
無線インターフェースに基づき、オープン無線アクセスネットワーク(Open RAN)市場は、2G/3G、4G LTE、5Gに細分化されます。2021年のオープン無線アクセスネットワーク(Open RAN)市場では、2G/3Gセグメントが最も高い収益シェアを獲得しています。電子システムの大部分は依然として2G/3Gインターフェースで動作しており、そのため、このセグメントの成長を担っています。2G BSCと3G RNCゲートウェイのシミュレーション、またはこれらの組み合わせは、Open RANアグリゲーターによって提供されます。コアへのすべてのRANアクセスに対して、ゲートウェイとして機能します。標準に準拠したピアまたはコアRAN機能はすべて、ゲートウェイと通信することができます。その結果、多様なサプライヤーから提供されるさまざまなRAN要素の相互運用可能なパーツを備えた、オープンでマルチベンダーのエコシステムを開発するのに役立ちます。
アクセスの展望
オープン無線アクセスネットワーク(Open RAN)市場は、アクセスによってパブリックとプライベートに二分されます。プライベートセグメントは、2021年のオープンラジオアクセスネットワーク(Open RAN)市場で顕著な成長率を獲得しています。オープンRANは、プライベートネットワークにとって重要な利点として機能します。ますます多くの国が、プライベートネットワーク用に周波数を別々の帯域に分割しており、このセグメントの拡大を後押ししています。従来、ライセンシングされたプライベート無線ネットワークの価格は、その普及を阻む重要な要因の1つでした。しかし、Open RAN戦略への移行により、この問題は解決され、企業は商業的イノベーションのためにプライベートネットワークの利用拡大を検討できるようになります。
地域別の展望
オープン無線アクセスネットワーク(Open RAN)市場は、地域別に見ると、北米、欧州、アジア太平洋、LAMEAで分析されています。北米セグメントは、2021年のオープン無線アクセスネットワーク(Open RAN)市場で最高の収益シェアを記録しました。北米は、米国やカナダなどの先進国によって構成されています。そのため、世界的にOpen RANの市場シェアが最大になると予測されています。米国は、主に製造業とサービス業に依存した高度な経済構造を有しています。間もなく、北米の市場は、堅調な経済により成長すると思われます。5G、AI、機械学習、ハイブリッドクラウド、クラウドアプリケーション、ビッグデータ分析などの最近の進歩は、マクロ環境に影響を与えるいくつかの技術的進歩です。
List of Figures
The Global Open Radio Access Network (Open RAN) Market size is expected to reach $23.1 billion by 2028, rising at a market growth of 64.4% CAGR during the forecast period.
The open radio access network, often known as Open RAN, is a crucial component of a mobile network system that connects individual devices to other areas of a network through cellular radio connections. It has antennas communicating with cellphones and other suitable devices by sending and receiving signals. The signal is converted to digital form and transmitted to the network at the RAN-base station.
From the technology point of view, Open RAN is the successor of the radio access network (RAN). Generally, RAN is offered as an integrated hardware and software application in the conventional setup. Since they often come from one provider, combining the vendors for the baseband and radio unit is challenging.
Therefore, the main objective of Open RAN is to change this by allowing operators to combine and match components. Opening the base station's interfaces takes things a step further. The Open RAN architecture enables the separation of hardware and software via open interfaces, often known as disaggregation. The usage of non-proprietary constituent parts from many suppliers by service providers is made possible by the ongoing revolution in mobile network topologies.
An Open RAN is facilitated by a series of industry-wide specifications that telecom equipment manufacturers can adhere to. As a result, programmable, disaggregated, virtualized, intelligent, and interoperable functionalities are made possible by Open RAN. To be more precise, the baseband units (BBUs) and proprietary remote radio heads (RRHs) have been divided into distributed units (DUs), radio units (RUs), and centralized units (CUs), some of which are containerized or virtualized. These new components have open, interoperable interfaces, which propel the application of Open RAN.
COVID-19 Impact Analysis
Work-from-home arrangements, online retail, distance learning, and e-commerce were all made possible by 5G. It also made it possible for real-time communication, virtual education, and video conferencing for the earning class, interactive in-store experiences, and remote monitoring in hospitals. Moreover, the industry grew as a result of the high reliability, extensive coverage, efficient data transmission, ultra-low latency, and low cost involved with 5G services and solutions. The up adoption in underdeveloped nations, all of which significantly supported the market's benefits above and use cases changed consumer behavior patterns, resuming 5G deployments in wealthy nations and speeding growth.
Market Growth Factors
Open ran to enhance solutions for return on investment (ROI) and total cost of ownership (TCO)
Many operators think the proliferation of Open RAN platforms is significantly influenced by the decline in TCO. Open interfaces are crucial for achieving a respectable ROI. Due to open platforms' lowered entry barriers for new players and the ability for operators to integrate network components from various suppliers, the price competition is less intense. Open platforms have greatly aided industries like the enterprise and carrier Wi-Fi industry. The cellular industry has been seeing a similar transformation. The industry has been witnessing considerable interest in using common reference platforms to reduce the cost of developing sophisticated pieces like radios.
Increasing demand from mobile carriers for open RAN
Operators can now execute software-based network operations on common commercial off-the-shelf (COTS) servers due to the introduction of Open RAN as well as virtualization. In addition, mobile network operators (MNOs) can now employ servers from one provider with radios from another because of non-proprietary, open interfaces. A wider, best-of-class ecosystem of software and hardware manufacturers that enables flexibility and enhanced competition, leading to innovation in the telecommunications industry, are among the advantages of Open RAN for MNOs.
Market Retraining Factors
High cost and complexity of integration
Open RAN is a recent architecture that hasn't been thoroughly tried out. As a result, there are several obstacles in the implementation of Open RAN, including latency problems, operations, and maintenance. For most operators, the biggest risk is the expense and complexity of integration. Operators consider these issues the biggest obstacles to the Open RAN implementation plans. Immature technologies, supply chain issues, and performance trade-offs compared to integrated RAN solutions are further significant roadblocks. Therefore, all these factors currently represent the biggest hurdles in expanding the open radio access network (Open RAN) market.
Component Outlook
Based on component, the open radio access network (Open RAN) market is categorized into hardware, software, and services. The services segment procured a considerable growth rate in the open radio access network (Open RAN) market in 2021. It is projected that the introduction of 5G radio access networks by telecom operators would raise demand for consultancy, design, maintenance services, and development, influencing the segment's growth. Open RAN services facilitate the broad rollout of 5G and 4G radio cell site coverage.
Type Outlook
On the basis of type, the open radio access network (Open RAN) market is divided into open RAN RU and open VRAN. The open RAN RU segment witnessed the maximum revenue share in the open radio access network (Open RAN) market in 2021. In the open RAN, the functional division of the DU, RU, and CU concepts is increasingly becoming more important. The coordination of performance features, load management, real-time performance optimization, and adaption to varied use cases, as well as the required QoS, are all made possible by a split architecture between distributed & central.
Frequency Outlook
Based on frequency, the open radio access network (Open RAN) market is segmented into sub-6GHz and mmWave. The mmWave segment procured a considerable growth rate in the open radio access network (Open RAN) market in 2021. The range of spectrum from 30 GHz to 300 GHz is known as the millimeter wave band. This band, which is sandwiched between microwave & infrared waves, can be exploited for fast wireless communication, as demonstrated by the most recent 802.11ad Wi-Fi standard (which operates at 60 GHz). In addition, the Federal Communications Commission (FCC), a standards body, is considering it for general telecommunications.
Radio Interface Outlook
On the basis of radio interface, the open radio access network (Open RAN) market is fragmented into 2G/3G, 4G LTE, and 5G. The 2G/3G segment acquired the highest revenue share in the open radio access network (Open RAN) market in 2021. A large part of electronic systems still work on the 2G/3G interfaces and, as such, is accountable for the segment's growth. A simulated 2G BSC and 3G RNC Gateway, or any combination of these, is offered by the Open RAN aggregator. For all RAN accesses to the Core, it serves as a Gateway. Any peer or core RAN function that complies with standards can communicate with it. As a result, it aids in developing an open, multi-vendor ecosystem with interoperable parts for various RAN elements from diverse suppliers.
Access Outlook
Based on access, the open radio access network (Open RAN) market is bifurcated into public and private. The private segment garnered a remarkable growth rate in the open radio access network (Open RAN) market in 2021. Open RAN serves as a significant advantage for private networks. More and more nations are dividing the spectrum into separate bands for private networks, pushing the segment's expansion. Traditionally, the price of private, licensed wireless networks was one of the key obstacles to their wider adoption. But this can be changed by moving to Open RAN strategies, which will let enterprises contemplate expanding their use of private networks for commercial innovation.
Regional Outlook
On the basis of region, the open radio access network (Open RAN) market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded the highest revenue share in the open radio access network (Open RAN) market in 2021. North America is made up of developed nations like the US and Canada. Therefore, it is anticipated to have the greatest market share for Open RAN globally. The US has a highly developed economic structure mainly dependent on its manufacturing and service sectors. Soon, the market in North America will probably grow due to a robust economy. Recent advancements in 5G, AI, machine learning, hybrid cloud, cloud applications, and big data analytics are some technological advances that impact the macroenvironment.
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Samsung Electronics Co., Ltd.(Samsung Group), Hewlett Packard Enterprise Company(HP Development Company L.P.), Fujitsu Limited, Nokia Corporation, NEC Corporation, Ericsson AB, Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.), ZTE Corporation, VMware, Inc., and AT&T, Inc.
Recent Strategies Deployed in Open Radio Access Network (Open RAN) Market
Mergers & Acquisition
Jul-2022: NEC Corporation took over Aspire Technology, an Irish company that specializes in the integration of open networks. Through this acquisition, NEC Corporation would strengthen its place in the growing Open Radio Access Network (OpenRAN) sector. Moreover, NEC Corporation would organize more satisfactorily as compared to any other supplier to integrate disaggregated network components into a well-tuned ecosystem.
Jan-2022: NEC Corporation acquired Blue Danube Systems, Inc., a U.S.-based provider of CBRS/4G/5G RAN products and AI/ML-based software solutions. Through this acquisition, NEC Corporation would expand its customer support capability and assets in North America and further combines the breadth of its Open RAN solutions portfolio to keep the needs and demands of customers
Product Launch and Product Expansions
Sep-2022: NEC Corporation unveiled the NEC's vCU/vDU software. The NEC's cloud-native vCU/vDU software suite is completely automated and open for consolidated operation and deployment further supporting O-RAN and 3GPP interfaces on public and private cloud infrastructure.
Apr-2022: Hewlett Packard Enterprise unveiled the HPE RAN Automation. HPE RAN Automation is the orchestration and service management solution that delivers multi-vendor management and automation for any Radio Access Network (RAN) and allows communications service providers to boost operational efficiency and fasten the deployment. Additionally, this would further support machine learning (AI/ML) technologies and systems and artificial intelligence to deliver zero-touch management of multi-vendor RAN infrastructure.
Partnerships, Collaborations & Agreements
Dec-2022: Ericsson AB came into collaboration with Singtel Optus Pty Limited, an Australian telecommunications company headquartered in Macquarie Park, New South Wales, Australia. Under this collaboration, the organizations would deploy Australia's latest energy-efficient radio access network (RAN) site at Optus' Moorebank site in Sydney, New South Wales. Moreover, this is a crucial step for Ericsson AB toward its mission to be Net Zero across their value chain by 2040. This would further reduce emissions by 50% in their portfolio in use and supply chain by 2030.
Nov-2022: Samsung Electronics Co., Ltd. came into collaboration with NTT DOCOMO, Japan's leading mobile operator. Under this collaboration, Samsung Electronics Co., Ltd. would deliver a variety of 5G radios to help NTT DOCOMO's Open Radio Access Network (Open RAN) expansion. Furthermore, Samsung Electronics Co., Ltd. would be able to provide a smooth experience to consumers and develop further business opportunities
Oct-2022: Ericsson AB partnered with Reliance Jio Infocomm Ltd., an Indian telecommunications company and a subsidiary of Jio Platforms, headquartered in Navi Mumbai, Maharashtra, India. Through this partnership, both organizations would roll out 5G Standalone in India. Moreover, Ericsson AB 5G Standalone connectivity would be a major booster in coping with the digital transformation objectives across enterprises, industry, and society.
Oct-2022: Samsung Electronics Co., Ltd. partnered with Vodafone Group plc, a British multinational telecommunications company, and Marvell, an American company, headquartered in Santa Clara, California, which develops and produces semiconductors and related technology. Under this partnership, Samsung Electronics Co., Ltd. would be able to fasten the adaptability and Performance of 5G Open Radio Access. Networks (RAN) across Europe. Moreover, Samsung Electronics Co., Ltd. considers that this collaboration with Vodafone and Marvell would enable the Open RAN environment, through which Samsung would be able to continue to guide the growth of the ecosystem
Sep-2022: Fujitsu Limited came into collaboration with Dell Technologies, an American-based technology company that develops, sells, repairs, and supports computers and related products and services. Through this collaboration, Fujitsu Limited would be able to expand the growing Open RAN ecosystem while providing operators with the additional capability to select the most suitable components for their network exclusively regardless of manufacturer.
Aug-2022: Ericsson AB collaborated with SkyMax Network Limited, a multinational wireless communications engineering company. Under this collaboration, Ericsson AB would be SkyMax's authorized partner for network supply, rollout, optimization, and managed services. Furthermore, Ericsson AB would be able to traverse partnership possibilities in end-to-end business and technology solutions including Core network and provisioning systems, Managed services, Business Support Systems, and Radio Access and Mobile Transport network solutions including Business Consulting Support and Cognitive Software network optimizations.
Jun-2022: Nokia Corporation came into partnership with DISH Network Corporation, an American television provider and the owner of the direct-broadcast satellite provider Dish. Through this partnership, organizations would unveil the world's first telco network in the U.S. to use Nokia 5G Standalone Core on Amazon Web Services (AWS) public cloud. Moreover, Nokia Corporation is delighted for serving its leading 5G services to DISH customers in the U.S.
May-2022: Samsung Electronics Co., Ltd., came into collaboration with DISH Network Corporation, an American television provider and the owner of the direct-broadcast satellite provider Dish. Through this collaboration, Samsung Electronics Co., Ltd. would be able to deploy 5G Open Radio Access Network solutions across the DISH Wireless' SMART 5G network. Moreover, Samsung Networks Business would supply DISH Wireless with its RAN and 5G solutions and this would further enable more customers to experience the whole value of commercial 5G Open RAN.
Feb-2022: Nokia Corporation came into partnership with Kyndryl Inc., the world's largest IT infrastructure services provider. Through this partnership, the organizations have declared the global network and edge computing partnership focused to enable enterprise customers to fasten their digital transformations with industrial-grade dependable, and protected LTE and 5G private wireless networking. Furthermore, Nokia Corporation would be able to transform more organizations' operations which would lead to fastening their digitalization path and reaping the benefits of Industry 4.0.
Feb-2022: Hewlett-Packard Enterprise came into collaboration with Qualcomm Technologies, Inc., a company that creates semiconductors, software, and services related to wireless technology. Under this collaboration, organizations would be able to provide the next generation of 5G distributed units. Furthermore, Hewlett Packard's customers would be benefited as they extend the deployment of their 5G networks by deploying Qualcomm Technologies' innovative technology along with HPE carrier-grade infrastructure.
Nov-2021: Samsung Electronics Co., Ltd. collaborated with Orange S.A., a French multinational telecommunications corporation. Under this collaboration, Samsung Electronics Co., Ltd. would become the first vendors to participate in the opening of Orange's Open RAN Integration Center in Paris, France. Moreover, Samsung Electronics Co., Ltd. would be seeking ahead, to take networks to fresh heights in the European market further allowing operators to deliver more immersive mobile services to their users.
Nov-2021: ZTE Corporation collaborated with Riedel Communications, a German manufacturer of communications equipment and an equipment distributor. Through this collaboration, ZTE Corporation would be able to place a custom-made Private 5G as a Service on a campus network and together explore the potential of 5G networks in the digital economy era. Moreover, placing a combination of 5G applications allows the shift from traditional manufacturing to intelligent manufacturing with increased quality, reduced costs, and efficiency.
Oct-2021: VMware, Inc., came into partnership with Polte Corporation, the innovator of Cloud Location over Cellular (C-LoC) technology. Through this partnership, VMware, Inc., would enable an Open Radio Access Network (Open RAN) solution. Moreover, VMware, Inc., intends to open new global asset tracking use cases, especially within 5G Industrial and Critical IoT in abundance.
Jun-2021: NEC Corporation collaborated with Microelectronics Technology Inc., a leading network RF solutions provider. Under this collaboration, NEC Corporation would be able to improve the Open RAN ecosystem with a combination of radio options to cater to global 4G and 5G markets. Furthermore, NEC Corporation would be able to reinforce its responsibility to rev commercial Open RAN deployments and to provide better value to its customers.
Mar-2021: Nokia Corporation collaborated with Google Cloud, and offered by Google, which is a suite of cloud computing services that runs on the same infrastructure that Google uses internally for its end-user products. Under this collaboration, both organizations would create the solutions and use cases to solve key 5G scenarios for businesses worldwide. Moreover, this would help Nokia Corporation to aid its customers by providing 5G services on the network edge, providing numerous options for cloud-based solutions.
Mar-2021: Nokia Corporation came into collaboration with Amazon Web Services (AWS), a subsidiary of Amazon that provides on-demand cloud computing platforms and APIs to individuals, companies, and governments. Through this collaboration, Nokia Corporation would be able to research and allow Open RANand Cloud RAN (vRAN) technologies to help the growth of new customer-centric 5G solutions. Moreover, this would support Nokia's customers and allow them to build effective 5G use cases.
Geographic and Business Expansion
Mar-2021: Ericsson AB expanded its business by establishing the Ericsson Open Lab. The new lab is a fresh space to unite and innovate with ecosystem partners and leading Ericsson Cloud RAN customers to operate virtualized 5G Radio Access Networks (RAN) technologies. Additionally, Ericsson Open Lab is available virtually to customers globally and it is co-located with the company's Cloud RAN expertise at Ericsson's R&D site in Ottawa.
Market Segments covered in the Report:
By Type
By Frequency
By Component
By Access
By Radio Interface
By Geography
Companies Profiled
Unique Offerings from KBV Research