{"id":4654,"date":"2020-05-13T11:27:52","date_gmt":"2020-05-13T09:27:52","guid":{"rendered":"https:\/\/www.codemotion.com\/magazine\/?p=4654"},"modified":"2021-12-23T12:54:37","modified_gmt":"2021-12-23T11:54:37","slug":"ibm-ai-for-enterprise","status":"publish","type":"post","link":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/","title":{"rendered":"IBM Think Digital 2020: AI for Enterprise and the Value of Language"},"content":{"rendered":"\t\t\t\t<div class=\"wp-block-uagb-table-of-contents uagb-toc__align-left uagb-toc__columns-1  uagb-block-bbaa7889-b97a-4b0e-8e6b-0698d735b5b0      \"\n\t\t\t\t\tdata-scroll= \"1\"\n\t\t\t\t\tdata-offset= \"30\"\n\t\t\t\t\tstyle=\"\"\n\t\t\t\t>\n\t\t\t\t<div class=\"uagb-toc__wrap\">\n\t\t\t\t\t\t<div class=\"uagb-toc__title\">\n\t\t\t\t\t\t\tTable Of Contents\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uagb-toc__list-wrap \">\n\t\t\t\t\t\t<ol class=\"uagb-toc__list\"><li class=\"uagb-toc__list\"><a href=\"#ai-needs-a-good-beginning\" class=\"uagb-toc-link__trigger\">AI needs a good beginning<\/a><li class=\"uagb-toc__list\"><a href=\"#the-ibm-approach-to-ai-for-enterprise\" class=\"uagb-toc-link__trigger\">The IBM approach to AI for enterprise<\/a><li class=\"uagb-toc__list\"><a href=\"#do-we-need-dataops\" class=\"uagb-toc-link__trigger\">Do we need DataOps?<\/a><li class=\"uagb-toc__list\"><a href=\"#watson-assistant-the-smarter-ai-assistant-for-business\" class=\"uagb-toc-link__trigger\">Watson Assistant: The smarter AI assistant for business<\/a><li class=\"uagb-toc__list\"><a href=\"#watson-discovery-ai-for-enterprise-search-technology\" class=\"uagb-toc-link__trigger\">Watson Discovery: AI for enterprise search technology\u00a0<\/a><\/ol>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\n\n\n<p><span id=\"urn:enhancement-914f15ee\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> recently <span id=\"urn:enhancement-c1ca899f\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/internet_hosting_service\">hosted<\/span>&nbsp;<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.ibm.com\/events\/think\/\">Think Digital 2020<\/a>, a series of fascinating talks, presentations and interviews all facilitated remotely during the COVID-19 stay at home order. The two-day event was an opportunity to discuss the state of <span id=\"urn:enhancement-4f3c66e5\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/business\">business<\/span> and the role of critical <span id=\"urn:enhancement-cd9c4809\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/technology\">technologies<\/span>, such as <span id=\"urn:enhancement-54ea767b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> for enterprise and <span id=\"urn:enhancement-e62b9d6c\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/cloud_computing\">Cloud<\/span>, as clients accelerate recovery and digital transformation in the wake of <span id=\"urn:enhancement-d2ef8e44\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/covid-19\">COVID-19<\/span>. <span id=\"urn:enhancement-ab9392a3\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/codemotion_2\">Codemotion<\/span> attended the event, and we&#8217;re sharing some insights from some of the fantastic sessions.<\/p>\n\n\n\n<p>Sriram Raghavan is Vice President, <span id=\"urn:enhancement-4d269cc2\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> <span id=\"urn:enhancement-75855b66\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">Research<\/span> <span id=\"urn:enhancement-eff2633\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span>, with overall responsibility for <span id=\"urn:enhancement-357b5a0e\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> <span id=\"urn:enhancement-77ac1091\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">research<\/span> across all of the <span id=\"urn:enhancement-d5b89f9b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> <span id=\"urn:enhancement-fcff4352\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">Research<\/span> labs. He was interviewed by theCube about &#8220;<em>The future of <span id=\"urn:enhancement-5de695a7\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> for the enterprise&#8221;.<\/em><\/p>\n\n\n\n<p><span id=\"urn:enhancement-ed628c14\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> <span id=\"urn:enhancement-b99aa759\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">Research<\/span> has been exploring artificial intelligence and <a class=\"ek-link ek-link\" href=\"https:\/\/www.codemotion.com\/magazine\/dev-hub\/machine-learning-dev\/using-machine-learning-to-diagnose-covid-19\/\"><span id=\"urn:local-annotation-270867\" class=\"textannotation disambiguated\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/machine_learning\">machine learning<\/span><\/a> technologies and techniques for decades. <span id=\"urn:enhancement-c2eb0100\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> is advancing the field through their portfolio of <span id=\"urn:enhancement-de5e5ea1\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">research<\/span> focused on three areas: towards human-level intelligence, platform for <span id=\"urn:enhancement-dc6d23fb\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/business\">business<\/span>, and hardware and the physics of <span id=\"urn:enhancement-fbd63003\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span>.S<\/p>\n\n\n\n<p>Sriram shared several interesting insights into <span id=\"urn:enhancement-4f81d8ea\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span>:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI needs a good beginning<\/h2>\n\n\n\n<p>Sriram notes that to get the value of <span id=\"urn:enhancement-aa1918bb\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span>, you need to start at the beginning. Making your <span id=\"urn:enhancement-8593b226\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> ready for <span id=\"urn:enhancement-28754981\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> leads to better adoption. Historically one of the challenges of <span id=\"urn:enhancement-243eb198\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> has been that inadequate or poor quality <span id=\"urn:enhancement-32a76245\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> cannot provide satisfactory results that can identify and drive <span id=\"urn:enhancement-82c2eddc\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/business\">business<\/span> cases. Therefore the groundwork in early stages is critical.&nbsp;<\/p>\n\n\n\n<p>&#8220;You can&#8217;t take months to build a model and be unable can&#8217;t operationalize it, but this is what has been happening traditionally in <span id=\"urn:enhancement-656b4460\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> for the enterprise.&#8221;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The IBM approach to AI for enterprise<\/h2>\n\n\n\n<p>&nbsp;<span id=\"urn:enhancement-8b712077\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm_research\">IBM Research<\/span> <span id=\"urn:enhancement-484f1edd\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> is focused on the evolution of the science and techniques behind <span id=\"urn:enhancement-c7557785\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> and&#8221; &#8220;how do you have the techniques and innovations in <span id=\"urn:enhancement-698a7e0d\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> to learn to be less <span id=\"urn:enhancement-ce99bd6b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> and resource-hungry?&#8221; This includes:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Advancing AI:&nbsp;<\/strong>Powering advances in perception, reasoning and understanding to help AI address complex human-like tasks. This includes computer vision, language and modelling.&nbsp;<\/li><li><strong>Scaling AI:<\/strong>&nbsp;Pursuing technologies across the full computing stack that make AI faster, easier, and able to scale to larger and more complex problems. This encompasses hardware,AI tools and methodologies and algorithmic acceleration.<\/li><li><strong>Trusting AI:<\/strong>&nbsp;Instrumenting key dimensions of trust to enable AI solutions that inspire confidence. Critical to trust are factors such as fairness, value alignment, explainability, robustness, transparency and accountability.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Do we need DataOps?<\/h2>\n\n\n\n<p>The operational <span id=\"urn:enhancement-d206e4ed\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/use_case\">use case<\/span> is key in <span id=\"urn:enhancement-89c8626d\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> for enterprise: &#8220;What are the challenges in scaling and operationalizing <span id=\"urn:enhancement-ea9a9777\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> &#8211; how do I make <span id=\"urn:enhancement-a00c8bfb\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence_video_games\">AI<\/span> do what I need it to do so it&#8217;s relevant to investments?&#8221; To scale is hard, there are also both <span id=\"urn:enhancement-4936811b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> challenge and the shortage of <span id=\"urn:enhancement-a4d42909\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/skill\">skills<\/span> in many workplaces. &#8220;Customers say ver hard to operationalize <span id=\"urn:enhancement-c604f3cb\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span>. <span id=\"urn:enhancement-57c07ce2\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> has to wait for the <span id=\"urn:enhancement-1efc4480\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> to be cleansed and wrangled.&#8221;<\/p>\n\n\n\n<p>One of the solution is simply put, <span id=\"urn:enhancement-9effafd9\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> for <span id=\"urn:enhancement-f0c0af08\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> &#8211; using <span id=\"urn:enhancement-c36a9bfe\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> for <span id=\"urn:enhancement-f91fd42a\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> science automation and <span id=\"urn:enhancement-6a6a19f\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> in service to help you build <span id=\"urn:enhancement-42653f3c\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span>. &#8220;This means better discovery, faster linking, <span id=\"urn:enhancement-70b933e8\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/quality_assurance\">quality assessment<\/span>&#8220;.<\/p>\n\n\n\n<p>Partnership &#8211; <span id=\"urn:enhancement-c4ec504a\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">research<\/span> part of <span id=\"urn:enhancement-dddf66e8\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> and core portfolio<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Watson Assistant: The smarter AI assistant for business<\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"649\" src=\"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/chatbot-4071274_1280-1024x649.jpg\" alt=\"\" class=\"wp-image-4655\" srcset=\"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/chatbot-4071274_1280-1024x649.jpg 1024w, https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/chatbot-4071274_1280-300x190.jpg 300w, https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/chatbot-4071274_1280-768x487.jpg 768w, https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/chatbot-4071274_1280.jpg 1065w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n\n<p>Watson Assistant is a conversation <span id=\"urn:enhancement-280d53fc\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> platform that helps you provide customers fast, straightforward and accurate answers to their questions, across any <span id=\"urn:enhancement-410c5667\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/application_software\">application<\/span>, device or channel. By addressing common customer inquiries, Watson Assistant reduces the cost of customer interactions, helping your agents focus on complex <span id=\"urn:enhancement-5ef880\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/use_case\">use cases<\/span> \u2013 not repetitive responses.<\/p>\n\n\n\n<p>Most <span id=\"urn:enhancement-add1ae1b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/chatterbot\">chatbots<\/span> try to mimic human <span id=\"urn:enhancement-54bcd78d\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/interaction\">interactions<\/span>, frustrating customers when a misunderstanding arises. <span id=\"urn:enhancement-e81d7136\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Assistant is more than a <span id=\"urn:enhancement-881c9f41\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/chatterbot\">chatbot<\/span>. It knows when to search for an answer from a knowledge base, when to ask for clarity and when to direct <span id=\"urn:enhancement-8a9293ab\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/user_computing\">users<\/span> to a human. And since it can be <span id=\"urn:enhancement-4159251a\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/software_deployment\">deployed<\/span> in any cloud or on-premises environment \u2013 smarter <span id=\"urn:enhancement-30e11f1d\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> is finally available wherever you need it.<\/p>\n\n\n\n<p><span id=\"urn:enhancement-22443b21\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Assistant is a conversational <span id=\"urn:enhancement-754bd3fd\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> platform that provides an engaging experience for <span id=\"urn:enhancement-d28f2ec4\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/user_computing\">users<\/span> to solve their most complex issues. Currently in use around the world, from the City of Austin to the Polish Ministry of Health, <span id=\"urn:enhancement-4f3f0cf4\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Assistant can be tailored to any <span id=\"urn:enhancement-d2471d75\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/industry\">industry<\/span> or <span id=\"urn:enhancement-af99a077\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/use_case\">use case<\/span>, and can be up and running in as little as 24 hours. <span id=\"urn:enhancement-24238e95\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> is offering <span id=\"urn:enhancement-8672125a\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Assistant pretrained with COVID-19 questions via the <span id=\"urn:enhancement-b78a54c1\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> <span id=\"urn:enhancement-15ebcf70\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/cloud_computing\">Cloud<\/span>, and will assist with initial setup.<\/p>\n\n\n\n<p>&nbsp;To help address situations around <span id=\"urn:enhancement-8df88325\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/covid-19\">COVID-19<\/span>, <span id=\"urn:enhancement-9e6abdcc\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/ibm\">IBM<\/span> is offering <span id=\"urn:enhancement-ca01fdcd\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Assistant at no charge for at least 90 days. It is trained to understand and respond to common COVID-19 questions directly leveraging U.S. CDC guidance and can be easily integrated into existing web or phone channels.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Watson Discovery: AI for enterprise search technology&nbsp;<\/h2>\n\n\n\n<p><span id=\"urn:enhancement-85c5e3e9\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Discovery is an award-winning enterprise search and <span id=\"urn:enhancement-10d46cbb\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span> search technology that breaks open <span id=\"urn:enhancement-ce41300b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span> silos and retrieves specific answers to your questions while analyzing trends and relationships buried in enterprise <span id=\"urn:enhancement-a327a02\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/data\">data<\/span>. <span id=\"urn:enhancement-4efe1bdb\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Discovery applies the latest breakthroughs in <span id=\"urn:enhancement-44ef117\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/machine_learning\">machine learning<\/span>, including <span id=\"urn:enhancement-a910b251\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/natural_language_processing\">natural language processing<\/span> capabilities, and is easily trained on the language of your domain. Unlike competitors, <span id=\"urn:enhancement-75931d66\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/watson_computer\">Watson<\/span> Discovery can be deployed on any cloud or on-premises environment.<\/p>\n\n\n\n<p>Sriram detailed the value of <span id=\"urn:enhancement-4133ec3c\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/natural_language_processing\">NLP<\/span> in enterprise &#8220;Text is how businesses communicate, helping machines understand language is complex, particularly for unstructured documents, email, and here we are really pushing the boundaries.&#8221;<\/p>\n\n\n\n<p>Traditional enterprise search and search engines don&#8217;t provide employees and customers with exact answers. They can&#8217;t understand the nuances of phrases and acronyms in your <span id=\"urn:enhancement-a7a0330b\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/industry\">industry<\/span> and accurately search through your complex documents in a timely manner.&nbsp;<\/p>\n\n\n\n<p>Sriram stresses &#8220;<span id=\"urn:enhancement-2fb88694\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/natural_language_processing\">NLP<\/span> is how we advance <span id=\"urn:enhancement-483e006f\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/artificial_intelligence\">AI<\/span>&#8220;.&nbsp;<\/p>\n\n\n\n<p>You can take a look at Sriram&#8217;s\u00a0<a href=\"https:\/\/www.ibm.com\/events\/think\/watch\/replay\/126498339\" target=\"_blank\" aria-label=\" (opens in a new tab)\" rel=\"noreferrer noopener nofollow\" class=\"ek-link\">interview<\/a>\u00a0and others from the event. <\/p>\n\n\n\n<p>Also highly recommended if you are interested in <a href=\"https:\/\/www.codemotion.com\/magazine\/dev-hub\/machine-learning-dev\/conversation-ai-is-the-new-ux\/\" class=\"ek-link\">conversational AI<\/a> is the documentary\u00a0<a aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.research.ibm.com\/artificial-intelligence\/project-debater\/film\/?cm_sp=ThinkDigitalResources-_-CHQ-_-Project%20Debater\" target=\"_blank\" rel=\"noreferrer noopener nofollow\" class=\"ek-link\">The Debater<\/a>.<\/p>\n\n\n\n<p>After Noam Slonim&#8217;s sitcom was cancelled, he took the next logical step and decided to build artificial intelligence that could argue with him, and anyone else. What begins as a quixotic obsession turns into a once in a lifetime <span id=\"urn:enhancement-2137cf84\" class=\"textannotation disambiguated wl-thing\" itemid=\"http:\/\/data.wordlift.io\/wl01770\/entity\/research\">research<\/span> effort that culminates in a face-off with the world debating champion.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>IBM recently hosted&nbsp;Think Digital 2020, a series of fascinating talks, presentations and interviews all facilitated remotely during the COVID-19 stay at home order. The two-day event was an opportunity to discuss the state of business and the role of critical technologies, such as AI for enterprise and Cloud, as clients accelerate recovery and digital transformation&#8230; <a class=\"more-link\" href=\"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/\">Read more<\/a><\/p>\n","protected":false},"author":85,"featured_media":4656,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":4,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_uag_custom_page_level_css":"","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[46],"tags":[5221],"collections":[],"class_list":{"0":"post-4654","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-ml","8":"tag-ibm","9":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>IBM Think Digital 2020: AI for Enterprise, Value of Language - Codemotion<\/title>\n<meta name=\"description\" content=\"At IBM&#039;s Think Digital 2020 Sriram Raghavan shares insights into the challenges facing AI for enterprise and the value of IBM&#039;s suite of products.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IBM Think Digital 2020: AI for Enterprise and the Value of Language\" \/>\n<meta property=\"og:description\" content=\"At IBM&#039;s Think Digital 2020 Sriram Raghavan shares insights into the challenges facing AI for enterprise and the value of IBM&#039;s suite of products.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/\" \/>\n<meta property=\"og:site_name\" content=\"Codemotion Magazine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Codemotion.Italy\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-05-13T09:27:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-12-23T11:54:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"956\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Cate Lawrence\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@CodemotionIT\" \/>\n<meta name=\"twitter:site\" content=\"@CodemotionIT\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Cate Lawrence\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/\"},\"author\":{\"name\":\"Cate Lawrence\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#\\\/schema\\\/person\\\/df32323fd62dc47fa8892426677a2cc1\"},\"headline\":\"IBM Think Digital 2020: AI for Enterprise and the Value of Language\",\"datePublished\":\"2020-05-13T09:27:52+00:00\",\"dateModified\":\"2021-12-23T11:54:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/\"},\"wordCount\":1038,\"publisher\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/abstract-1278077_1280.jpg\",\"keywords\":[\"IBM\"],\"articleSection\":[\"AI\\\/ML\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/\",\"url\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/\",\"name\":\"IBM Think Digital 2020: AI for Enterprise, Value of Language - Codemotion\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/abstract-1278077_1280.jpg\",\"datePublished\":\"2020-05-13T09:27:52+00:00\",\"dateModified\":\"2021-12-23T11:54:37+00:00\",\"description\":\"At IBM's Think Digital 2020 Sriram Raghavan shares insights into the challenges facing AI for enterprise and the value of IBM's suite of products.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/abstract-1278077_1280.jpg\",\"contentUrl\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/abstract-1278077_1280.jpg\",\"width\":956,\"height\":675},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/ibm-ai-for-enterprise\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI\\\/ML\",\"item\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Machine Learning\",\"item\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/ai-ml\\\/machine-learning\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"IBM Think Digital 2020: AI for Enterprise and the Value of Language\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#website\",\"url\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/\",\"name\":\"Codemotion Magazine\",\"description\":\"We code the future. Together\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#organization\",\"name\":\"Codemotion\",\"url\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/wp-content\\\/uploads\\\/2019\\\/11\\\/codemotionlogo.png\",\"contentUrl\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/wp-content\\\/uploads\\\/2019\\\/11\\\/codemotionlogo.png\",\"width\":225,\"height\":225,\"caption\":\"Codemotion\"},\"image\":{\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Codemotion.Italy\\\/\",\"https:\\\/\\\/x.com\\\/CodemotionIT\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/#\\\/schema\\\/person\\\/df32323fd62dc47fa8892426677a2cc1\",\"name\":\"Cate Lawrence\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2dbf9850a6e06e402d71247f79a76d6a5adad553ed6aab558a29a4107e5e83b1?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2dbf9850a6e06e402d71247f79a76d6a5adad553ed6aab558a29a4107e5e83b1?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2dbf9850a6e06e402d71247f79a76d6a5adad553ed6aab558a29a4107e5e83b1?s=96&d=mm&r=g\",\"caption\":\"Cate Lawrence\"},\"url\":\"https:\\\/\\\/www.codemotion.com\\\/magazine\\\/author\\\/cate-lawrence\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"IBM Think Digital 2020: AI for Enterprise, Value of Language - Codemotion","description":"At IBM's Think Digital 2020 Sriram Raghavan shares insights into the challenges facing AI for enterprise and the value of IBM's suite of products.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/","og_locale":"en_US","og_type":"article","og_title":"IBM Think Digital 2020: AI for Enterprise and the Value of Language","og_description":"At IBM's Think Digital 2020 Sriram Raghavan shares insights into the challenges facing AI for enterprise and the value of IBM's suite of products.","og_url":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/","og_site_name":"Codemotion Magazine","article_publisher":"https:\/\/www.facebook.com\/Codemotion.Italy\/","article_published_time":"2020-05-13T09:27:52+00:00","article_modified_time":"2021-12-23T11:54:37+00:00","og_image":[{"width":956,"height":675,"url":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg","type":"image\/jpeg"}],"author":"Cate Lawrence","twitter_card":"summary_large_image","twitter_creator":"@CodemotionIT","twitter_site":"@CodemotionIT","twitter_misc":{"Written by":"Cate Lawrence","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#article","isPartOf":{"@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/"},"author":{"name":"Cate Lawrence","@id":"https:\/\/www.codemotion.com\/magazine\/#\/schema\/person\/df32323fd62dc47fa8892426677a2cc1"},"headline":"IBM Think Digital 2020: AI for Enterprise and the Value of Language","datePublished":"2020-05-13T09:27:52+00:00","dateModified":"2021-12-23T11:54:37+00:00","mainEntityOfPage":{"@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/"},"wordCount":1038,"publisher":{"@id":"https:\/\/www.codemotion.com\/magazine\/#organization"},"image":{"@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#primaryimage"},"thumbnailUrl":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg","keywords":["IBM"],"articleSection":["AI\/ML"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/","url":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/","name":"IBM Think Digital 2020: AI for Enterprise, Value of Language - Codemotion","isPartOf":{"@id":"https:\/\/www.codemotion.com\/magazine\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#primaryimage"},"image":{"@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#primaryimage"},"thumbnailUrl":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg","datePublished":"2020-05-13T09:27:52+00:00","dateModified":"2021-12-23T11:54:37+00:00","description":"At IBM's Think Digital 2020 Sriram Raghavan shares insights into the challenges facing AI for enterprise and the value of IBM's suite of products.","breadcrumb":{"@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#primaryimage","url":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg","contentUrl":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg","width":956,"height":675},{"@type":"BreadcrumbList","@id":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/ibm-ai-for-enterprise\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.codemotion.com\/magazine\/"},{"@type":"ListItem","position":2,"name":"AI\/ML","item":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/"},{"@type":"ListItem","position":3,"name":"Machine Learning","item":"https:\/\/www.codemotion.com\/magazine\/ai-ml\/machine-learning\/"},{"@type":"ListItem","position":4,"name":"IBM Think Digital 2020: AI for Enterprise and the Value of Language"}]},{"@type":"WebSite","@id":"https:\/\/www.codemotion.com\/magazine\/#website","url":"https:\/\/www.codemotion.com\/magazine\/","name":"Codemotion Magazine","description":"We code the future. Together","publisher":{"@id":"https:\/\/www.codemotion.com\/magazine\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.codemotion.com\/magazine\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.codemotion.com\/magazine\/#organization","name":"Codemotion","url":"https:\/\/www.codemotion.com\/magazine\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.codemotion.com\/magazine\/#\/schema\/logo\/image\/","url":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2019\/11\/codemotionlogo.png","contentUrl":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2019\/11\/codemotionlogo.png","width":225,"height":225,"caption":"Codemotion"},"image":{"@id":"https:\/\/www.codemotion.com\/magazine\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Codemotion.Italy\/","https:\/\/x.com\/CodemotionIT"]},{"@type":"Person","@id":"https:\/\/www.codemotion.com\/magazine\/#\/schema\/person\/df32323fd62dc47fa8892426677a2cc1","name":"Cate Lawrence","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/2dbf9850a6e06e402d71247f79a76d6a5adad553ed6aab558a29a4107e5e83b1?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2dbf9850a6e06e402d71247f79a76d6a5adad553ed6aab558a29a4107e5e83b1?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2dbf9850a6e06e402d71247f79a76d6a5adad553ed6aab558a29a4107e5e83b1?s=96&d=mm&r=g","caption":"Cate Lawrence"},"url":"https:\/\/www.codemotion.com\/magazine\/author\/cate-lawrence\/"}]}},"featured_image_src":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-600x400.jpg","featured_image_src_square":"https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-600x600.jpg","author_info":{"display_name":"Cate Lawrence","author_link":"https:\/\/www.codemotion.com\/magazine\/author\/cate-lawrence\/"},"uagb_featured_image_src":{"full":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg",956,675,false],"thumbnail":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-150x150.jpg",150,150,true],"medium":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-300x212.jpg",300,212,true],"medium_large":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-768x542.jpg",768,542,true],"large":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg",956,675,false],"1536x1536":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg",956,675,false],"2048x2048":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg",956,675,false],"small-home-featured":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280.jpg",100,71,false],"sidebar-featured":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-180x128.jpg",180,128,true],"genesis-singular-images":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-896x504.jpg",896,504,true],"archive-featured":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-400x225.jpg",400,225,true],"gb-block-post-grid-landscape":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-600x400.jpg",600,400,true],"gb-block-post-grid-square":["https:\/\/www.codemotion.com\/magazine\/wp-content\/uploads\/2020\/05\/abstract-1278077_1280-600x600.jpg",600,600,true]},"uagb_author_info":{"display_name":"Cate Lawrence","author_link":"https:\/\/www.codemotion.com\/magazine\/author\/cate-lawrence\/"},"uagb_comment_info":0,"uagb_excerpt":"IBM recently hosted&nbsp;Think Digital 2020, a series of fascinating talks, presentations and interviews all facilitated remotely during the COVID-19 stay at home order. The two-day event was an opportunity to discuss the state of business and the role of critical technologies, such as AI for enterprise and Cloud, as clients accelerate recovery and digital transformation&#8230;&hellip;","lang":"en","_links":{"self":[{"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/posts\/4654","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/users\/85"}],"replies":[{"embeddable":true,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/comments?post=4654"}],"version-history":[{"count":5,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/posts\/4654\/revisions"}],"predecessor-version":[{"id":4791,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/posts\/4654\/revisions\/4791"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/media\/4656"}],"wp:attachment":[{"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/media?parent=4654"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/categories?post=4654"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/tags?post=4654"},{"taxonomy":"collections","embeddable":true,"href":"https:\/\/www.codemotion.com\/magazine\/wp-json\/wp\/v2\/collections?post=4654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}