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Audit Analytics is an independent research provider of audit, regulatory and disclosure intelligence, serving the accounting, financial, insurance, legal, regulatory and academic communities. We provide detailed research on over 150,000 active audits and more than 10,000 accounting firms. Access to Audit Analytics data is available via an online user subscription, email notifications, enterprise data-feed subscriptions and custom research reports. The Audit Analytics data can be used as unique, accounting-related variables in your risk and investment models. Also certain data sets like our financial restatement and late filing databases can be used for testing models that seek to predict a negative outcome or accounting failure. Some variables, such as late filings, could be used as an early indicator of increased accounting risk. For your fundamentals research, our due diligences profiles provide a comprehensive view of the quality of financial reporting that will significantly enhance your research. The Audit Analytics online searches enable the screening of an entire portfolio for issues related to the audit, financial reports, controls and governance. Our innovative methodologies include detailed categorizations of issues and is considered by many professionals to be the best primary data source for tracking and analysis of public disclosures related to audit, compliance, governance, corporate actions and federal litigation.

Strategy Analytics, Inc. is a global leader in supporting companies across their planning lifecycle through a range of syndicated and customized consumer and market research solutions. Our multi-discipline capabilities include: industry research advisory services, consumer insights, user experience design and innovation expertise, mobile consumer on-device tracking and business-to-business consulting competencies. With domain expertise in: smart devices, connected cars, intelligent home, service providers, IoT, strategic components and media, Strategy Analytics can develop a solution to meet your specific planning need. For more information, visit us at www.strategyanalytics.com

TBR provides operational data and intelligence on over 300 of the world’s leading ICT companies — from management consultancies to telecom vendors, from global systems integrators to nimble SaaS firms. TBR offers business intelligence powered by TBR Insight Center, a dynamic digital platform that allows users to examine real-time market- and company-specific intelligence such as revenue, expense and margin performance, go-to-market and M&A activity, and resource and R&D spend. For a demo of TBR Insight Center visit www.TBRI.com . TBR market and company analysts provide deep, contextualized insights in areas such as: • Cloud, Software and Applications • Advisory-led, Technology-led and Indian-centric Global Systems Integrators • U.S. Public Sector Systems Integrators • Management Consultancies • PC, Data Center and Infrastructure Vendors • Telecom Operators and Vendors, and Webscales TBR also provides custom and bespoke research in areas like: • Revenue, expense and profit modeling by business unit, geo, vertical, use case and more • Vendor analysis: price benchmarking and rate card analysis, operational benchmarking • Customer analysis: customer adoption and experience, vendor performance (attach rates, repair rates, satisfaction and more) TBR supports product managers, marketers and financial professionals with like-for-like benchmarking analysis across all major subcategories of the ICT landscape. Market forecasts in each of these vital areas of the global economy are partnered with market landscapes that cover emerging technologies and disruptive vendors, all within the context of the largest companies and the ecosystems in which both very large enterprises and smaller businesses operate. TBR is an employee-owned company based on the seacoast of New Hampshire.