{"id":30467,"date":"2024-11-23T23:56:00","date_gmt":"2024-11-23T15:56:00","guid":{"rendered":"https:\/\/www.granitefirm.com\/blog\/us\/?p=30467"},"modified":"2025-10-05T10:10:59","modified_gmt":"2025-10-05T02:10:59","slug":"how-does-mongodb-make-money","status":"publish","type":"post","link":"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/","title":{"rendered":"How does the cloud-native file database MongoDB make money?"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ffffff;color:#ffffff\" 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: #ffffff;color:#ffffff\" 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><\/span><\/a><\/span><\/div>\n<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:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Company_Profile\" >Company Profile<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Founded\" >Founded<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Original_founding_purpose\" >Original founding purpose<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#IPO\" >IPO<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Deep_dive_MongoDB_products\" >Deep dive MongoDB products<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#SQL_vs_NoSQL_database\" >SQL vs. NoSQL database<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Advantages_of_MongoDB\" >Advantages of MongoDB<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Atlas\" >Atlas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Customers\" >Customers<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Famous_investor\" >Famous investor<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Competitors\" >Competitors<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Oracle\" >Oracle<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Microsoft\" >Microsoft<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#IBM\" >IBM<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Snowflake\" >Snowflake<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Databricks\" >Databricks<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#How_is_the_company_performing\" >How is the company performing?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Financial_report\" >Financial report<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Market_valuation\" >Market valuation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Share_price_performance\" >Share price performance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Investors_better_be_cautious\" >Investors better be cautious<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/#Related_article\" >Related article<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Company_Profile\"><\/span>Company Profile<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Founded\"><\/span>Founded<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/MongoDB\" target=\"_blank\" rel=\"noopener\">MongoDB <\/a>(ticker: MBD) was founded in 2007 as 10gen.<\/p>\n\n\n\n<p>MongoDB was co-founded by three core founders of the famous former DoubleClick company: Dwight Merriman, Gilt Groupe, Kevin Ryan, and Eliot Horowitz.<\/p>\n\n\n\n<p><strong>Note<\/strong>: DoubleClick, this company is extremely important. It is the company that made Google a money printing machine. The company was acquired by Google.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Original_founding_purpose\"><\/span>Original founding purpose<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>10gen&#8217;s initial goal was to build a platform-as-a-service architecture based entirely on open source components; but the company could not find an existing database platform that met its cloud architecture &#8220;principles.&#8221; Therefore, the company began to develop a &#8220;document&#8221;-oriented database system called MongoDB.<\/p>\n\n\n\n<p>After realizing the potential of the software itself, the team at 10gen decided to abandon its cloud platform and instead focus on maintaining MongoDB. In February 2009, 10gen made MongoDB public to the world as an open source project.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"IPO\"><\/span>IPO<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The company launched its initial public offering of shares on October 20, 2017.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deep_dive_MongoDB_products\"><\/span>Deep dive MongoDB products<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"SQL_vs_NoSQL_database\"><\/span>SQL vs. NoSQL database<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Prior to this, databases including IBM, Oracle and Microsoft&#8217;s Sybase were mainly relational databases using the structured programming language SQL. Compared with the relational database that traditionally uses SQL, MongoDB&#8217;s database is called a NoSQL database.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_MongoDB\"><\/span>Advantages of MongoDB<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>MongoDB is an open source NoSQL file database. Due to the use of JSON document data storage structure, MongoDB has three advantages: flexibility, easy expansion, and high performance. Compared with traditional relational databases, users do not need to define the data structure in advance when using MongoDB to store data. Users can store data types such as videos or abstract text. However, more structured databases will have difficulty managing these data. type.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Atlas\"><\/span>Atlas<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>MongoDB Atlas is a real-time cloud online database developed by MongoDB and based on cloud native file database as a service. Atlas can be used on all major cloud platforms and is distributed in 115 different cloud regions around the world.<\/p>\n\n\n\n<p>Its Atlas database has attracted more than 85 million downloads and Atlas collections. Additionally, its community consists of over 1 million developers, and its services are used by many of the world&#8217;s most famous companies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Customers\"><\/span>Customers<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>According to the MongoDB website, there are currently 49,000 MongoDB customers around the world.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Famous_investor\"><\/span>Famous investor<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>MongoDB (then known as 10gen) had received U.S. government funding through In-Q-Tel, the CIA-funded venture capital arm. This has caused concern in other countries, such as India.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Competitors\"><\/span>Competitors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Oracle\"><\/span>Oracle<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Oracle, a database company, has the most powerful traditional database products in the world, plus many derivatives of large-scale enterprise software. In the past two years, Oracle has blossomed in cloud services and emerged from the predicament. It is the number one competitor to MongoDB. .<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Microsoft\"><\/span>Microsoft<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Microsoft has the largest number of enterprise customers in the world. It also owns Sybase, a large database product, and is one of the three largest cloud service providers in the world. It is a super giant rival to MongoDB.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"IBM\"><\/span>IBM<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>IBM itself has two major database products, DB2 with a long history and Informix, which was later acquired through acquisition.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Snowflake\"><\/span>Snowflake<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Different from Oracle and Microsoft, Snowflake (ticker: SNOW) is a native data processing expert in cloud computing and a direct competitor of MongoDB in cloud data processing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Databricks\"><\/span>Databricks<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Databricks has not yet gone public and is a direct competitor of Snowflake. The company is on the rise. Databricks, an expert in cloud computing, data analysis, and artificial intelligence, is expected to launch an IPO soon. In October 2023, Huida and Capital One took a stake in Databricks at a valuation of US$43 billion in the latest round of financing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_is_the_company_performing\"><\/span>How is the company performing?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Financial_report\"><\/span>Financial report <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The company&#8217;s revenue growth has decelerated sharply in recent quarters. Revenue in the second quarter of 2024 (as of July 31) was US$478 million, an increase of 13% compared with the same period in 2023. That&#8217;s down from 17% growth in fiscal 2025 and 31% growth in the previous fiscal year.<\/p>\n\n\n\n<p>The company&#8217;s gross profit margin is 73.54%, which is a common figure for software companies.<\/p>\n\n\n\n<p>In addition, the loss in the second quarter of 2024 was US$55 million, which was higher than the loss of US$38 million in the second quarter of 2023.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Market_valuation\"><\/span>Market valuation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Since the company is currently losing money, the P\/E ratio is zero.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Share_price_performance\"><\/span>Share price performance<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Slowing revenue growth appears to have had a significant impact on the company&#8217;s stock price, which is down more than 20% from last year.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Investors_better_be_cautious\"><\/span>Investors better be cautious<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The company&#8217;s revenue growth rate is declining compared with 2023, which has to make people question whether its price-to-earnings ratio of 12 can attract investors. Given this situation, it may be best for investors to stay on the sidelines and not act recklessly until they see definite signs of improvement.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"375\" height=\"95\" src=\"https:\/\/www.granitefirm.com\/blog\/us\/wp-content\/uploads\/sites\/2\/2024\/09\/MongoDB.png\" alt=\"MongoDB \" class=\"wp-image-30468\" srcset=\"https:\/\/www.granitefirm.com\/blog\/us\/wp-content\/uploads\/sites\/2\/2024\/09\/MongoDB.png 375w, https:\/\/www.granitefirm.com\/blog\/us\/wp-content\/uploads\/sites\/2\/2024\/09\/MongoDB-300x76.png 300w\" sizes=\"auto, (max-width: 375px) 85vw, 375px\" \/><figcaption class=\"wp-element-caption\">credit: wiki<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Related_article\"><\/span>Related article<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/10\/04\/ai-software-make-money\/\">Some AI software vendors are starting to make money<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/11\/23\/how-does-mongodb-make-money\/\">How does the cloud-native file database MongoDB make money?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/01\/23\/erp-oligopoly-sap\/\">ERP oligopoly SAP succeeds in AI and cloud transformation, How SAP makes money?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/03\/27\/oracle-db-dominator\/\" target=\"_blank\" rel=\"noreferrer noopener\">How does database monopoly Oracle make money? What are the prospects?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2021\/06\/07\/how-microsoft-makes-money-where-is-the-future\/\" target=\"_blank\" rel=\"noreferrer noopener\">How Microsoft makes money? Where is the future?<\/a>&#8220;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/02\/26\/overlord-of-cloud-computing\/\" target=\"_blank\" rel=\"noreferrer noopener\">&#8220;Microsoft, the dominant overlord of cloud computing<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/07\/16\/ibm-cloud\/\" target=\"_blank\" rel=\"noreferrer noopener\">How does IBM make money? What&#8217;s next?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/08\/22\/salesforce-crm-cloud\/\" target=\"_blank\" rel=\"noreferrer noopener\">How does Salesforce make money? Why is it so successful?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/09\/03\/snowflake-its-value\/\" target=\"_blank\" rel=\"noreferrer noopener\">What company is Snowflake owned by Buffett? Where is its value?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/12\/23\/snowflakes-competitiveness\/\">Deep dive on Snowflake&#8217;s competitiveness<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/wp-admin\/post.php?post=1600&amp;action=edit\">Five technology stocks for better getting started in US stocks<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/03\/04\/value-and-problem-palantir\/\">The value of Palantir, pros and cons of Palantir investment<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2021\/06\/14\/palantir-introduction\/\">What kind of company is Palantir?<\/a>&#8220;<\/li>\n<\/ul>\n\n\n\n<p><em><strong>Disclaimer<\/strong><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>The content of this site is the author\u2019s personal opinions and is for reference only. I am not responsible for the correctness, opinions, and immediacy of the content and information of the article. Readers must make their own judgments.<\/em><\/li>\n\n\n\n<li><em>I shall not be liable for any damages or other legal liabilities for the direct or indirect losses caused by the readers&#8217; direct or indirect reliance on and reference to the information on this site, or all the responsibilities arising therefrom, as a result of any investment behavior.<\/em><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Compared with the relational database that traditionally uses SQL, MongoDB&#8217;s database is called a NoSQL database.<\/p>\n","protected":false},"author":1,"featured_media":30468,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[122,104,127],"tags":[882,168,881,3,339],"class_list":["post-30467","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software","category-artificial-intelligence","category-cloud-computing","tag-databricks","tag-ibm","tag-mdb","tag-msft","tag-orcl"],"_links":{"self":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts\/30467","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/comments?post=30467"}],"version-history":[{"count":10,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts\/30467\/revisions"}],"predecessor-version":[{"id":39229,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts\/30467\/revisions\/39229"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/media\/30468"}],"wp:attachment":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/media?parent=30467"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/categories?post=30467"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/tags?post=30467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}