Artificial Intelligence
Duolingo Reports 62% DAU Growth, 42% Revenue Growth, and Increased Profitability in First Quarter 2023; Raises Full Year Guidance
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PITTSBURGH, May 09, 2023 (GLOBE NEWSWIRE) — Duolingo, Inc. (NASDAQ: DUOL), the world’s leading mobile learning platform, announced results for the first quarter ended March 31, 2023 in a shareholder letter that is posted at investors.duolingo.com.
“2023 picked up where 2022 left off, with strong user growth, top-line growth, and increasing profitability and cash from operations,” said Luis von Ahn, Co-Founder and CEO of Duolingo. “We continue to operate with discipline and, as a result, exceeded our expectations on profitability.”
“We are also excited about our new AI-driven product, Duolingo Max, and are improving its features to teach better, drive engagement, and grow monetization.”
First Quarter 2023 Highlights
- Total bookings were $140.1 million, an increase of 37% from the prior year quarter;
- Subscription bookings were $110.1 million, an increase of 40% from the prior year quarter;
- Paid Subscribers totaled 4.8 million at quarter end, an increase of 63% from the prior year quarter;
- Monthly active users (MAUs) grew 47% to 72.6 million from the prior year quarter and Daily active users (DAUs) grew 62% to 20.3 million from the prior year quarter;
- Total revenues were $115.7 million, an increase of 42% from the prior year quarter;
- Net loss totaled $2.6 million, compared to a net loss of $12.2 million in the prior year quarter;
- Adjusted EBITDA was $15.1 million, compared to $3.9 million in the prior year quarter, or a 13% and 5% Adjusted EBITDA margin, respectively.
Financial and Key Operating Metrics
The following table summarizes our financial and operating highlights for the quarters ended March 31, 2023 and 2022.
| Three Months Ended March 31, | ||||||
| (In millions) | 2023 | 2022 | % Change | |||
| Operating Metrics | ||||||
| Monthly active users (MAUs) | 72.6 | 49.2 | 47 | % | ||
| Daily active users (DAUs) | 20.3 | 12.5 | 62 | % | ||
| Paid subscribers (at period end) | 4.8 | 2.9 | 63 | % | ||
| Three Months Ended March 31, | ||||||||||
| (In thousands) | 2023 | 2022 | % Change | |||||||
| Operating Metrics | ||||||||||
| Subscription bookings | $ | 110,122 | $ | 78,539 | 40 | % | ||||
| Total bookings | $ | 140,054 | $ | 102,054 | 37 | % | ||||
| Financial Measures | ||||||||||
| Total revenues (GAAP) | $ | 115,661 | $ | 81,220 | 42 | % | ||||
| Net loss (GAAP) | $ | (2,582 | ) | $ | (12,154 | ) | (79 | )% | ||
| Adjusted EBITDA (Non-GAAP) | $ | 15,111 | $ | 3,946 | >100 | % | ||||
The following table provides revenues by product type:
| Three Months Ended March 31, | ||||||||||||
| (in thousands) | 2023 | 2022 | Change | % Change | ||||||||
| Subscription | $ | 86,185 | $ | 58,010 | $ | 28,175 | 49 | % | ||||
| Advertising | 11,635 | 11,748 | (113 | ) | (1 | )% | ||||||
| Duolingo English Test | 9,972 | 8,080 | 1,892 | 23 | % | |||||||
| Other * | 7,869 | 3,382 | 4,487 | >100 | % | |||||||
| Total revenues | $ | 115,661 | $ | 81,220 | $ | 34,441 | 42 | % | ||||
* Other primarily includes in-app sales of virtual goods
Financial Outlook
Duolingo is providing the following guidance for the second quarter and the full year ending December 31, 2023:
| Second Quarter 2023 | Full Year 2023 | ||||||||||||||
| (in millions) | Low | High | Low | High | |||||||||||
| Total Bookings | $ | 128.0 | $ | 131.0 | $ | 552.0 | $ | 561.0 | |||||||
| Revenues | $ | 122.0 | $ | 125.0 | $ | 500.0 | $ | 509.0 | |||||||
| Adjusted EBITDA | $ | 13.4 | $ | 15.0 | $ | 55.0 | $ | 61.0 | |||||||
| Adjusted EBITDA Margin | 11.0 | % | 12.0 | % | 11.0 | % | 12.0 | % | |||||||
With regards to the Non-GAAP Adjusted EBITDA and Adjusted EBITDA margin outlook provided above, a reconciliation to GAAP net loss, the most directly comparable financial measure presented in accordance with GAAP, has not been provided as the quantification of certain items included in the calculation of GAAP net loss cannot be calculated or predicted at this time without unreasonable efforts. For example, the non-GAAP adjustment for stock-based compensation expenses related to equity awards requires additional inputs such as number of shares granted and market price that are not currently ascertainable, and the non-GAAP adjustment for certain legal, tax and regulatory reserves and expenses depends on the timing and magnitude of these expenses and cannot be accurately forecasted. For the same reasons, we are unable to address the probable significance of the unavailable information, which could have a potentially unpredictable, and potentially significant, impact on our future GAAP financial results.
Dilutive Securities
Duolingo has various dilutive securities. The table below details these securities (shares in millions; rounding differences may occur):
| (in millions) | Price as of March 31, 2023 |
Weighted- average exercise price |
Shares | ||||
| Share price | $142.59 | ||||||
| Common stock outstanding as of March 31, 2023 | 41.0 | ||||||
| Founder awards (1) | 1.8 | ||||||
| Stock options outstanding (2) | $ | 14.80 | 3.5 | ||||
| RSUs outstanding (3) | 2.0 | ||||||
| Total estimated diluted shares outstanding | 48.3 | ||||||
________________
| (1) | Includes 1.6 million shares where performance criteria has not been satisfied. |
| (2) | The Company has 3.9 million options outstanding as of March 31, 2023. The estimated dilutive effect is calculated as the number of shares expected to be issued upon vesting or exercise, adjusted for the strike price proceeds that are received by the Company and assumed to be used to repurchase shares of Duolingo common stock. |
Video Webcast
Duolingo will host a video webcast to discuss its quarterly results today, May 9, 2023 at 5:30 p.m. ET. This live webcast and related materials will be publicly available and can be accessed at investors.duolingo.com. A replay will be available on the Investor Relations section of our website two hours following completion of the call and will remain available for a period of one year.
About Duolingo
Duolingo is the leading mobile learning platform globally. Its flagship app has organically become the world’s most popular way to learn languages and the top-grossing app in the Education category on both Google Play and the Apple App Store. With technology at the core of everything it does, Duolingo has consistently invested to provide learners a fun, engaging, and effective learning experience while remaining committed to its mission to develop the best education in the world and make it universally available.
Definitions
Subscription Bookings and Total Bookings. Subscription bookings represent the amounts we receive from a purchase of any Duolingo subscription offering. Total bookings represent the amounts we receive from a purchase of any Duolingo subscription offering, a purchase of a Duolingo English Test, an in-app purchase of a virtual good, and from advertising networks for advertisements served to our users. We believe bookings provide an indication of trends in our operating results, including cash flows, that are not necessarily reflected in our revenues because we recognize subscription revenues ratably over the lifetime of a subscription, which is generally from one to twelve months.
Monthly Active Users (MAUs). MAUs are defined as unique Duolingo users who engage with our mobile language learning application or the language learning section of our website each month. MAUs are reported for a measurement period by taking the average of the MAUs for each calendar month in that measurement period. The measurement period for MAUs is the three months ended March 31, 2023 and the same period in the prior year where applicable, and the analysis of results is based on those periods. MAUs are a measure of the size of our global active user community on Duolingo.
Daily Active Users (DAUs). DAUs are defined as unique Duolingo users who engage with our mobile language learning application or the language learning section of our website each calendar day. DAUs are reported for a measurement period by taking the average of the DAUs for each day in that measurement period. The measurement period for DAUs is the three months ended March 31, 2023 and the same period in the prior year where applicable, and the analysis of results is based on those periods. DAUs are a measure of the consistent engagement of our global user community on Duolingo.
Paid Subscribers. Paid subscribers are defined as users who pay for access to any Duolingo subscription offering and had an active subscription as of the end of the measurement period. Each unique user account is treated as a single paid subscriber regardless of whether such user purchases multiple subscriptions, and the count of paid subscribers does not include users who are currently on a free trial or who are non-paying members of a family plan.
Forward-Looking Statements
This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. We intend such forward-looking statements to be covered by the safe harbor provisions for forward-looking statements contained in Section 27A of the Securities Act of 1933, as amended (the “Securities Act”) and Section 21E of the Securities Exchange Act of 1934, as amended (the “Exchange Act”). All statements other than statements of historical facts contained in this press release, including without limitation, statements regarding our business model and strategic plans, including the anticipated release of new products, and our financial outlook are forward-looking statements. Without limiting the generality of the foregoing, you can identify forward-looking statements because they contain words such as “may,” “will,” “shall,” “should,” “expects,” “plans,” “anticipates,” “could,” “intends,” “target,” “projects,” “contemplates,” “believes,” “estimates,” “predicts,” “potential,” “goal,” “objective,” “seeks,” or “continue” or the negative of these words or other similar terms or expressions that concern our expectations, strategy, plans, or intentions. Such forward-looking statements are neither promises nor guarantees, but involve a number of known and unknown risks, uncertainties and assumptions that may cause our actual results, performance or achievements to differ materially from those expressed or implied in the forward-looking statements due to various factors, including, but not limited to: our ability to retain and grow our users and sustain their engagement with our products; competition in the online language learning industry; our limited operating history; our ability to achieve profitability; our ability to manage our growth and operate at such scale; the success of our investments; our reliance on third-party platforms to store and distribute our products and collect revenue; our reliance on third-party hosting and cloud computing providers; our ability to compete for advertisements; acceptance by educational organizations of technology-based education; our ability to access, collect, and use personal data about our users and payers, and to comply with applicable data privacy laws; regulatory and legislative developments on the use of artificial intelligence and machine learning; potential intellectual property-related litigation and proceedings; our ability adequately obtain, protect and maintain our intellectual property rights; and the other important factors more fully detailed under the caption “Risk Factors” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2022, as any such factors may be updated from time to time, including without limitation our Quarterly Report on Form 10-Q for the quarterly period ended March 31, 2023 and in our other filings with the SEC, accessible on the SEC’s website at www.sec.gov and the Investor Relations section of the Company’s website at investors.duolingo.com. All forward-looking statements speak only as of the date of this press release. While we may elect to update such forward-looking statements at some point in the future, we disclaim any obligation to do so, even if subsequent events cause our views to change.
Limitation of Key Operating Metrics and Other Data
We manage our business by tracking several operating metrics, including MAUs, DAUs, paid subscribers, and subscription and total bookings. While these metrics are based on what we believe to be reasonable estimates of our user base for the applicable period of measurement, there are inherent challenges in measuring how our platform is used. These metrics are determined by using internal data gathered on an analytics platform that we developed and operate and have not been validated by an independent third party. This platform tracks user account and session activity. If we fail to maintain an effective analytics platform, our metrics calculations may be inaccurate. Because we update the methodologies we employ to create metrics, our operating metrics may not be comparable to those in prior periods. Other companies, including companies in our industry, may calculate these metrics differently.
Non-GAAP Financial Measures
We use certain non-GAAP financial measures to supplement our consolidated financial statements, which are presented in accordance with GAAP. These non-GAAP financial measures include Adjusted EBITDA and Adjusted EBITDA margin. Please refer to the definitions and reconciliation at the end of this press release. We use these non-GAAP financial measures for financial and operational decision-making and as a means to evaluate period-to-period comparisons. By excluding certain items that may not be indicative of our recurring core operating results, we believe that these non-GAAP financial measures provide meaningful supplemental information regarding our performance. Accordingly, we believe these non-GAAP financial measures are useful to investors and others because they allow for additional information with respect to financial measures used by management in its financial and operational decision-making and they may be used by our institutional investors and the analyst community to help them analyze the health of our business. However, there are a number of limitations related to the use of non-GAAP financial measures, and these non-GAAP financial measures should be considered in addition to, not as a substitute for or in isolation from, our financial results prepared in accordance with GAAP. Other companies, including companies in our industry, may calculate these non-GAAP financial measures differently or not at all, which reduces their usefulness as comparative measures.
Website Information
We routinely post important information for investors on the Investor Relations section of our website, investors.duolingo.com and also from time to time may use social media channels, including our Twitter account (twitter.com/duolingo) and our LinkedIn account (linkedin.com/company/duolingo/), as an additional means of disclosing public information to investors, the media and others interested in us. It is possible that certain information we post on our website and on social media could be deemed to be material information, and we encourage investors, the media and others interested in us to review the business and financial information we post on our website and on the social media channels identified above, in addition to following our press releases, SEC filings, public conference calls, presentations and webcasts. The information contained on, or that may be accessed through, our website and our social media channels is not incorporated by reference into, and is not a part of, this document.
| DUOLINGO, INC. AND SUBSIDIARIES | |||||
| UNAUDITED CONDENSED CONSOLIDATED BALANCE SHEETS | |||||
| (Amounts in thousands) | |||||
| March 31, 2023 | December 31, 2022 | ||||
| ASSETS | |||||
| Cash and cash equivalents | $ | 641,091 | $ | 608,180 | |
| Accounts receivable | 52,509 | 46,728 | |||
| Deferred cost of revenues | 40,137 | 35,041 | |||
| Prepaid expenses and other current assets | 7,497 | 7,234 | |||
| Noncurrent assets | 49,145 | 50,164 | |||
| Total assets | $ | 790,379 | $ | 747,347 | |
| LIABILITIES AND STOCKHOLDERS’ EQUITY | |||||
| Accounts payable | $ | 986 | $ | 1,177 | |
| Deferred revenues | 181,942 | 157,550 | |||
| Other current liabilities | 19,885 | 23,039 | |||
| Long-term obligation under operating leases | 22,378 | 23,503 | |||
| Total liabilities | 225,191 | 205,269 | |||
| Total stockholders’ equity | 565,188 | 542,078 | |||
| Total liabilities and stockholders’ equity | $ | 790,379 | $ | 747,347 | |
| DUOLINGO, INC. AND SUBSIDIARIES | |||||||
| UNAUDITED CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE LOSS | |||||||
| (Amounts in thousands, except per share amounts) | |||||||
| Three Months Ended March 31, | |||||||
| 2023 | 2022 | ||||||
| Revenues | $ | 115,661 | $ | 81,220 | |||
| Cost of revenues | 31,492 | 21,490 | |||||
| Gross profit | 84,169 | 59,730 | |||||
| Operating expenses: | |||||||
| Research and development | 45,844 | 29,781 | |||||
| Sales and marketing | 16,601 | 14,940 | |||||
| General and administrative | 30,243 | 26,856 | |||||
| Total operating expenses | 92,688 | 71,577 | |||||
| Loss from operations | (8,519 | ) | (11,847 | ) | |||
| Other income (expense), net | 182 | (312 | ) | ||||
| Loss before interest income and (benefit) provision for income taxes | (8,337 | ) | (12,159 | ) | |||
| Interest income | 5,639 | 33 | |||||
| Loss before provision for income taxes | (2,698 | ) | (12,126 | ) | |||
| (Benefit) provision for income taxes | (116 | ) | 28 | ||||
| Net loss and comprehensive loss | $ | (2,582 | ) | $ | (12,154 | ) | |
| Net loss per share attributable to Class A and Class B common stockholders, basic | $ | (0.06 | ) | $ | (0.31 | ) | |
| Net loss per share attributable to Class A and Class B common stockholders, diluted | $ | (0.06 | ) | $ | (0.31 | ) | |
| DUOLINGO, INC. AND SUBSIDIARIES | |||||||
| UNAUDITED CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS | |||||||
| (Amounts in thousands) | |||||||
| Three Months Ended March 31, | |||||||
| 2023 | 2022 | ||||||
| Cash flows from operating activities: | |||||||
| Net loss | $ | (2,582 | ) | $ | (12,154 | ) | |
| Adjustments to reconcile net loss to net cash provided by operating activities: | |||||||
| Depreciation and amortization | 1,762 | 774 | |||||
| Stock-based compensation | 21,073 | 14,586 | |||||
| Gain on sale of capitalized software | (100 | ) | — | ||||
| Changes in assets and liabilities | 9,451 | 17,421 | |||||
| Net cash provided by operating activities | 29,604 | 20,627 | |||||
| Net cash used for investing activities | (1,312 | ) | (2,444 | ) | |||
| Net cash provided by financing activities | 4,619 | 5,226 | |||||
| Net increase in cash and cash equivalents | 32,911 | 23,409 | |||||
| Cash and cash equivalents – Beginning of period | 608,180 | 553,922 | |||||
| Cash and cash equivalents – End of period | $ | 641,091 | $ | 577,331 | |||
DUOLINGO, INC. AND SUBSIDIARIES
ADJUSTED EBITDA RECONCILIATION
(Amounts in thousands)
Adjusted EBITDA. Adjusted EBITDA is defined as net loss excluding interest income, income tax provision, depreciation and amortization, stock-based compensation expenses related to equity awards, IPO and public company costs, acquisition earn-out costs, and gain on sale of capitalized software. Adjusted EBITDA margin is defined as Adjusted EBITDA as a percentage of revenues. These non-GAAP financial measures are used by management to evaluate the financial performance of our business and we present these non-GAAP financial measures because we believe that they are helpful in highlighting trends in our operating results and that they are frequently used by analysts, investors and other interested parties to evaluate companies in our industry. The following table presents a reconciliation of our net loss, the most directly comparable financial measure presented in accordance with GAAP, to Adjusted EBITDA and Adjusted EBITDA margin:
| Three Months Ended March 31, | |||||||
| (In thousands) | 2023 | 2022 | |||||
| Net loss | $ | (2,582 | ) | $ | (12,154 | ) | |
| Interest income | (5,639 | ) | (33 | ) | |||
| (Benefit) provision for income taxes | (116 | ) | 28 | ||||
| Depreciation and amortization | 1,762 | 774 | |||||
| Stock-based compensation expenses related to equity awards (1) | 21,673 | 15,100 | |||||
| IPO and public company costs (2) | — | 231 | |||||
| Acquisition earn-out costs (3) | 113 | — | |||||
| Gain on sale of capitalized software (4) | (100 | ) | — | ||||
| Adjusted EBITDA | $ | 15,111 | $ | 3,946 | |||
| Revenues | $ | 115,661 | $ | 81,220 | |||
| Adjusted EBITDA Margin | 13.1 | % | 4.9 | % | |||
________________
| (1) | In addition to stock-based compensation expense, this includes costs incurred related to taxes paid on equity transactions. |
| (2) | IPO and public company costs include costs associated with the establishment of our public company structure and processes, including consultant costs, a one-time fee associated with the set-up of our initial proxy statement, and fees paid to consultants and Deloitte for work in connection with remediation of the material weakness disclosed in our Annual Report on Form 10-K. These costs are included in General and administration expense within our Unaudited Condensed Consolidated Statements of Operations and Comprehensive Loss. |
| (3) | Represent costs incurred related to the earn-out payment on an acquisition, which is included within General and administrative within our Unaudited Condensed Consolidated Statements of Operations and Comprehensive Loss. |
| (4) | Represents proceeds from a sale of capitalized software, which is included within Other income (expense), net within our Unaudited Condensed Consolidated Statements of Operations and Comprehensive Loss |
Contacts
Investor Relations:
Deborah Belevan, VP of Investor Relations
[email protected]
Press:
Sam Dalsimer, Global Head of Communications
[email protected]
Artificial Intelligence
Complyport’s new AI tool – ViCA.Chat – set to revolutionise compliance support services
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Artificial Intelligence
LoRa and LoRaWAN IoT Market worth $32.7 billion by 2029- Exclusive Report by MarketsandMarkets™
CHICAGO, June 14, 2024 /PRNewswire/ — The LoRa and LoRaWAN IoT Market is expected to reach USD 32.7 billion by 2029 from USD 8.0 billion in 2024, at a Compound Annual Growth Rate (CAGR) of 32.4 % during 2024–2029, according to a new report by MarketsandMarkets™.
Browse in-depth TOC on “LoRa and LoRaWAN IoT Market”
320 – Tables 58 – Figures294 – Pages
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Scope of the Report
Report Metrics
Details
Market size available for years
2018-2029
Base year considered
2023
Forecast period
2024–2029
Forecast units
Value (USD Billion)
Segments Covered
Offering, Network Deployment, Application, End User, and Region
Region covered
North America, Europe, Asia Pacific, Middle East & Africa, and Latin America.
List of Companies in LoRa and LoRaWAN IoT
The Bosch Group (Germany), Cisco (US), Orange SA (France), Comcast Corporation (US), Semtech (US), NEC Corporation(Japan), Tata Communications (India), AWS (US), Advantech (Taiwan), SK Telecom (South Korea), Murata (Japan), Kerlink (France), Actility (France), Digi International (US), MultiTech (US), Ezurio (US), Sensoterra (Netherlands), Nwave Technologies (US), RAKwireless (China), TheThings.io (Spain), Datacake (Germany), Milesight (China), LORIOT (Switzerland), Exosite (US), Orbiwise (Switzerland), Netmore Group (Sweden), and Radio Bridge Inc (US).
The LoRaWAN ecosystem influences development of tools, software libraries, and cloud-based platforms that streamline the creation, deployment, and management of IoT solutions. Continuously evolving, this ecosystem boasts a burgeoning array of vendors providing LoRa-compliant devices, gateways, and network management solutions. This vibrant competition within the ecosystem propels innovation while driving down costs for end-users. Moreover, the development of interoperable solutions fosters seamless integration and deployment of LoRaWAN networks, simplifying the implementation process for businesses and organizations. As the ecosystem continues to expand and mature, it empowers developers, system integrators, and IoT enthusiasts to unleash their creativity, accelerate time-to-market, and unlock the full potential of LoRaWAN technology in diverse applications and industries.
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Based on network deployment, the public network segment to hold the largest market size during the forecast period.
The robust security features integrated into public LoRaWAN networks play a significant role in driving the growth and adoption of LoRaWAN technology in the market. End-to-end encryption ensures that data transmitted between devices and gateways is protected from unauthorized access or interception, safeguarding sensitive information such as sensor readings, location data, and command messages. Message integrity checks verify the integrity of data packets, detecting any tampering or alteration during transmission and ensuring data authenticity and reliability. Additionally, mutual authentication mechanisms establish trust between devices and gateways, verifying the identity of both parties before allowing communication to occur. These security measures provide organizations and end-users with confidence in the integrity and confidentiality of their data, mitigating concerns related to data privacy, cybersecurity threats, and regulatory compliance. As a result, implementing robust security features in public LoRaWAN networks enhances trust and credibility in the technology, driving increased adoption and market growth as organizations seek reliable and secure connectivity solutions for their IoT deployments.
By offering, the services segment is expected to hold a higher growth rate during the forecast period.
IoT service providers are pivotal in driving adoption by developing vertical-specific solutions finely tuned to the distinct needs of industries like agriculture, healthcare, logistics, and smart cities. In agriculture, for instance, IoT services offer solutions for precision farming, crop monitoring, and livestock management, enabling farmers to optimize irrigation, monitor soil health, and enhance yields. Similarly, IoT services facilitate remote patient monitoring, asset tracking, and inventory management in healthcare, improving patient care, reducing costs, and ensuring compliance with regulatory standards such as HIPAA. In logistics, IoT services provide real-time tracking of shipments, fleet management, and predictive maintenance, enhancing supply chain visibility, efficiency, and reliability. For smart cities, IoT services offer solutions for traffic management, waste management, energy optimization, and public safety, transforming urban infrastructure and enhancing the quality of life for residents. By addressing industry-specific challenges, compliance requirements, and use cases, vertical-specific IoT solutions deliver tangible business value, driving adoption and fueling the growth of the IoT services market across diverse sectors.
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Asia Pacific is expected to hold a higher growth rate during the forecast period.
In the Asia Pacific region, where agriculture serves as a cornerstone of many economies, adopting IoT technologies, particularly LoRa and LoRaWAN, is revolutionizing traditional farming practices. LoRaWAN’s long-range connectivity and low-power consumption make it well-suited for deployment in rural agricultural settings, where access to reliable connectivity may be limited. Through LoRa-based IoT solutions, farmers can implement precision agriculture techniques to address pressing challenges such as water scarcity, soil degradation, and unpredictable weather patterns. LoRa-enabled sensors facilitate real-time monitoring of soil moisture levels, temperature, and humidity, allowing farmers to optimize irrigation schedules and conserve water resources. Remote sensing technologies powered by LoRaWAN enable farmers to gather actionable insights on crop health, pest infestations, and nutrient deficiencies, facilitating timely interventions and improving overall crop management practices. Furthermore, LoRa-based crop analytics platforms provide farmers with data-driven decision support tools, helping them optimize planting strategies, improve yield forecasting, and mitigate the impact of climate change on agricultural productivity. By harnessing the power of LoRa and LoRaWAN IoT solutions, farmers in the Asia Pacific region can increase yields, conserve resources, and enhance resilience to environmental challenges, driving the adoption and growth of the LoRaWAN IoT market in the agricultural sector.
Top Key Companies in LoRa and LoRaWAN IoT Market:
The major vendors covered in the LoRa and LoRaWAN IoT Market are The Bosch Group (Germany), Cisco (US), Orange SA (France), Comcast Corporation (US), Semtech (US), NEC Corporation(Japan), Tata Communications (India), AWS (US), Advantech (Taiwan), SK Telecom (South Korea), Murata (Japan), Kerlink (France), Actility (France), Digi International (US), MultiTech (US), Ezurio (US), Sensoterra (Netherlands), Nwave Technologies (US), RAKwireless (China), TheThings.io (Spain), Datacake (Germany), Milesight (China), LORIOT (Switzerland), Exosite (US), Orbiwise (Switzerland), Netmore Group (Sweden), and Radio Bridge Inc (US). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches, enhancements, and acquisitions to expand their footprint in the LoRa and LoRaWAN IoT Market.
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