{"id":3046,"date":"2020-06-22T07:09:39","date_gmt":"2020-06-22T07:09:39","guid":{"rendered":"https:\/\/sagaciousresearch.com\/blog\/?p=3046"},"modified":"2023-04-06T06:11:18","modified_gmt":"2023-04-06T06:11:18","slug":"patent-filing-trends-automobiles-artificial-intelligence-ai","status":"publish","type":"post","link":"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai","title":{"rendered":"Patent Filing Trends in Automobiles Artificial Intelligence AI"},"content":{"rendered":"\n<p><strong>Patent Filing<\/strong> Trends in Automobiles Artificial Intelligence AI: The growth of Artificial intelligence or AI in the last decade (2010-2019) has been mindboggling and remarkable, which can also be recognized by observing the patent filing trend since 2010 in the graph shown below.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"672\" height=\"380\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/sum-of-Patent-Application.png\" alt=\"\" class=\"wp-image-3048\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/sum-of-Patent-Application.png 672w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/sum-of-Patent-Application-600x339.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/sum-of-Patent-Application-300x170.png 300w\" sizes=\"(max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n\n\n<p>The subset of AI\ntechniques i.e., <strong>Machine learning (ML) <\/strong>and<strong> Deep learning (DL)<\/strong> contributes to the\nbig chunk of these patent filing trends i.e. nearly 89% of the total filing. If\nwe observe AI patent filing trend in 2019 &#8211; around 60,000 patents were filed.\nSimilarly, in 2018 and 2017, around 100,000 and 97,000 patents were filed\nrespectively that were related to AI in various technical fields. Therefore, it\nis evident that this technical domain is bound to shape the prospect of any\nfield in the future.<\/p>\n\n\n\n<p>In this article,\nwe will be discussing the top assignees and the jurisdictions that outperformed\nothers in the automotive domain, related to AI. We will also observe how the\nlist of top assignees changed in 2019 when compared to 2018. Not only\nautomobile giants like Ford, Daimler, BMW etc., are involved in exploring the\nuse of AI in automobile, but assignees like LG, Samsung electronics are leading\nthe way and consistently raising the bar.<\/p>\n\n\n\n<p>Key Highlights: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Contribution of AI in the field\nof automobiles<\/li>\n\n\n\n<li>Major contributors &#8211; key\nplayers and key markets in this domain<\/li>\n\n\n\n<li>Individual contribution of\nMachine Learning and Deep Learning in the automobile sector via the patent\nfiling trend (2019) and the top assignees.<\/li>\n<\/ul>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f390650fb34\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f390650fb34\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Artificial_Intelligence_%E2%80%93_A_potential_slingshot_for_automobile_industry\" >Artificial Intelligence \u2013 A potential slingshot for automobile industry<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Machine_Learning-_Patent_Filing_Trend\" >Machine Learning- Patent Filing Trend<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Following_conclusions_can_be_drawn_from_the_graph_shown_above\" >Following conclusions can be drawn from the graph shown above:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Deep_Learning_in_the_Automobile_Sector\" >Deep Learning in the Automobile Sector<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Following_conclusions_can_be_drawn_from_the_graph_shown_above-2\" >Following conclusions can be drawn from the graph shown above:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Final_comments\" >Final comments<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/sagaciousresearch.com\/blog\/patent-filing-trends-automobiles-artificial-intelligence-ai\/#Having_Queries_Contact_Us_Now\" >Having Queries? Contact Us Now!<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Artificial_Intelligence_%E2%80%93_A_potential_slingshot_for_automobile_industry\"><\/span>Artificial Intelligence \u2013 A potential slingshot for automobile industry<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Innovation in\nautomobile industry got new vigour with the use of AI. The introduction of\ndriverless cars and monitoring of driver\u2019s behaviour are some of the innovations\nthat are turning imagination into reality. Out of approximately 60,000 patent applications\nthat were filed in the year 2019, technologies like machine learning, deep\nlearning etc., together contributed around 89% of all the patent applications. <strong>Out of these 89% patent application, 8%\nwere related to automobile industry.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Machine_Learning-_Patent_Filing_Trend\"><\/span><strong>Machine L<\/strong>earning- Patent Filing Trend<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Machine learning\nuses (AI) to enable systems to automatically learn and improve from experience\nwithout being programmed to do so. It focuses on the development of computer\nprograms to access data and apply the learning.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"779\" height=\"558\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-Application-Year.png\" alt=\"\" class=\"wp-image-3049\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-Application-Year.png 779w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-Application-Year-600x430.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-Application-Year-300x215.png 300w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-Application-Year-768x550.png 768w\" sizes=\"(max-width: 779px) 100vw, 779px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>Source: Internally prepared graph using Questel Orbit.<\/strong><\/p>\n\n\n\n<p><strong>Trends in Machine Learning (ML):<\/strong> Around 47,000 patents were filed on <strong>machine learning<\/strong> in <strong>2019<\/strong>\nin which <strong>nearly 3000<\/strong> patent\napplications were related to automobile industry. The patent applications which\nwere based on the use of ML in automobile skyrocketed in 2019 as the number of <strong>patent application filing increased more\nthan three folds<\/strong> compared to the year 2018 (more than 280%).<\/p>\n\n\n\n<p>*All\nthe data, facts &amp; trends presented here are restricted to our search\nstrategies that were run on Questel Orbit database. The actual figures may vary\ndepending upon the specific requirements and iterations.<br><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"702\" height=\"399\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends.png\" alt=\"Patent Filing\" class=\"wp-image-3051\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends.png 702w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends-600x341.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends-300x171.png 300w\" sizes=\"(max-width: 702px) 100vw, 702px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Following_conclusions_can_be_drawn_from_the_graph_shown_above\"><\/span>Following conclusions can be drawn from the graph shown above:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LG electronics<\/strong> narrowly led the list of\ntop 10 assignees for the year 2019 with 40 patent applications followed by <strong>Qualcomm and Shanghai Cambricon Information\nTechnology<\/strong> with 28 and 25 patent applications filed respectively. <\/li>\n\n\n\n<li>Interestingly <strong>Robert Bosch,<\/strong> which occupied the top\nspot in the year 2018, <strong>dropped to 9<sup>th<\/sup><\/strong>\nplace.<\/li>\n\n\n\n<li>In <strong>China, maximum patent applications<\/strong> were filed, which were <strong>approximately 1800 followed by EP and US<\/strong>.\n<\/li>\n\n\n\n<li><strong>The US<\/strong>, which grabbed the top spot on\nlist in 2018 <strong>dropped by two places<\/strong>. <\/li>\n\n\n\n<li>The other countries in the list\nsaw <strong>close competition<\/strong> among\nthemselves, especially <strong>India and\nAustralia<\/strong> which <strong>occupied 7<sup>th<\/sup>\nand 9<sup>th<\/sup> spot<\/strong> respectively.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"708\" height=\"505\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends_Families.png\" alt=\"Patent Filing_Patent Families\" class=\"wp-image-3053\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends_Families.png 708w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends_Families-600x428.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Filing-Trends_Families-300x214.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>India jumped two spots<\/strong> by improving its\npatent filing stat which <strong>rose to 622 in\n2019 compared to 58 in 2018.<\/strong><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"978\" height=\"678\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families_Patent-Filing-Trends.png\" alt=\"Patent Filing_Patent Families\" class=\"wp-image-3054\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families_Patent-Filing-Trends.png 978w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families_Patent-Filing-Trends-600x416.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families_Patent-Filing-Trends-300x208.png 300w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families_Patent-Filing-Trends-768x532.png 768w\" sizes=\"(max-width: 978px) 100vw, 978px\" \/><\/figure>\n<\/div>\n\n\n<p>The patent\napplications filed in different countries can also be understood by observing\nthe world map shown above, where the number of applications filed in given\ncountries can be shown by the contrast of the colour, <strong>darker the colour contrast, higher the number of filed patent\napplications<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deep_Learning_in_the_Automobile_Sector\"><\/span>Deep Learning in the Automobile Sector<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Deep learning is\nan AI function that imitates the mechanisms of the human brain in processing\ndata and creating patterns for use in decision making. Deep learning is a\nsubset of machine learning in artificial intelligence (AI) that has networks\ncapable of learning unsupervised from data that is unstructured or unlabelled. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"757\" height=\"433\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-App-Year_Patent-Filing-Trends.png\" alt=\"First Application Year_Patent Filing\" class=\"wp-image-3056\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-App-Year_Patent-Filing-Trends.png 757w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-App-Year_Patent-Filing-Trends-600x343.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/First-App-Year_Patent-Filing-Trends-300x172.png 300w\" sizes=\"(max-width: 757px) 100vw, 757px\" \/><\/figure>\n<\/div>\n\n\n<p>Deep Learning\nsaw monumental change in terms of increase in filing of patent applications in\nthe year 2019. In the year 2019, nearly 16,000 Deep Learning based patent\napplications were filed out of which around 1,800 patents were based on use of deep\nlearning in automobile functions in the year 2019 i.e., increase of more than 300%\nwhen compared with the year 2018.<\/p>\n\n\n\n<p>*All\nthe data, facts &amp; trends presented here are restricted to our search\nstrategies that run on Questel Orbit database. The actual figures may vary\ndepending upon the specific requirements and iterations.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"779\" height=\"474\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families-By-Assignees_Patent-Filing-Trends.png\" alt=\"Patent Filing\" class=\"wp-image-3058\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families-By-Assignees_Patent-Filing-Trends.png 779w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families-By-Assignees_Patent-Filing-Trends-600x365.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families-By-Assignees_Patent-Filing-Trends-300x183.png 300w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Patent-Families-By-Assignees_Patent-Filing-Trends-768x467.png 768w\" sizes=\"(max-width: 779px) 100vw, 779px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Following_conclusions_can_be_drawn_from_the_graph_shown_above-2\"><\/span>Following conclusions can be drawn from the graph shown above:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Although LG clinched the top spot in the list of top 10 assignees for the year 2019, Samsung Electronics narrowly led second place and Robert Bosch was placed third, filing only one patent more than fourth placed Qualcomm and two patents more than fifth placed <a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/homepage.html\">Intel<\/a>.<\/li>\n\n\n\n<li>Also, Bottom 5 assignees had close completion amongst themselves. The other assignees in the list can improve their position in the coming years as they were not very far behind the top three assignees.<\/li>\n\n\n\n<li>Clearly, <a aria-label=\"LG Electronics  (opens in a new tab)\" rel=\"noreferrer noopener\" href=\"https:\/\/www.lg.com\/us\" target=\"_blank\">LG Electronics <\/a>and <a aria-label=\"Samsung  (opens in a new tab)\" rel=\"noreferrer noopener\" href=\"https:\/\/www.samsung.com\/us\/\" target=\"_blank\">Samsung <\/a>Electronics, that occupied the top two spots in the year 2019, were not even among the top 30 in the year 2018. Performances of some of the major players are can be observed from the chart mentioned above.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"716\" height=\"456\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Paten-Fam_Patent-Filing-Trends.png\" alt=\"Patent Filing\" class=\"wp-image-3059\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Paten-Fam_Patent-Filing-Trends.png 716w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Paten-Fam_Patent-Filing-Trends-600x382.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Paten-Fam_Patent-Filing-Trends-300x191.png 300w\" sizes=\"(max-width: 716px) 100vw, 716px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>China led the list of countries with maximum number of patent applications\nfiled, ahead of second positioned US which could not maintain the top spot from\nthe year 2018. <\/li>\n\n\n\n<li>EP grabbed the third spot in 2019 just like it did in 2018. <\/li>\n\n\n\n<li>India secured 7<sup>th<\/sup> spot (10<sup>th<\/sup> position in 2018),\nahead of countries like Canada, Australia and Germany and was narrowly led by\nthe sixth placed Japan.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"972\" height=\"692\" src=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Protection-Country_Patent-Filing-Trends.png\" alt=\"Patent Filing_Patent Families\" class=\"wp-image-3060\" srcset=\"https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Protection-Country_Patent-Filing-Trends.png 972w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Protection-Country_Patent-Filing-Trends-600x427.png 600w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Protection-Country_Patent-Filing-Trends-300x214.png 300w, https:\/\/sagaciousresearch.com\/blog\/wp-content\/uploads\/2020\/06\/Protection-Country_Patent-Filing-Trends-768x547.png 768w\" sizes=\"(max-width: 972px) 100vw, 972px\" \/><\/figure>\n<\/div>\n\n\n<p>The patent applications filed in different countries can also be understood by observing the world map shown below, where the number of applications filed in given countries can be shown by the difference of contrast in the color. Darker the color contrast, higher the number of filed patent applications.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Final_comments\"><\/span>Final comments<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Futuristic tech\nin cars especially, Machine learning and Deep learning, has picked up some pace\nand is expected to set new benchmarks. The improvement shown, especially in\npast two years, has raised expectations from this domain, and it will be\ninteresting to see how new players can perform as we are expecting greater number\nof patent filings in the coming years.<\/p>\n\n\n\n<p>For detailed\nreports on different technologies, get in touch with <a href=\"https:\/\/sagaciousresearch.com\/contact-us\/\">us<\/a>. <\/p>\n\n\n\n<p>Note: All the data, facts &amp; trends presented here are restricted to our search strategies that run on Questel Orbit database. The actual figures may vary depending upon the specific requirements and iterations. <\/p>\n\n\n\n<p>-Akhil Kumar (Engineering) and The Editorial Team<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Having_Queries_Contact_Us_Now\"><\/span>Having Queries? Contact Us Now!<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of gform.initializeOnLoaded() is deprecated in the form editor context and will be removed in Gravity Forms 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