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&lt;p&gt;&lt;span class=&quot;fontstyle0&quot;&gt;The Data Challenge&lt;br /&gt;&lt;/span&gt;&lt;span class=&quot;fontstyle2&quot;&gt;For businesses, it&amp;rsquo;s not just the volume of data that matters &amp;mdash; it&amp;rsquo;s also how all of those critical data points are organized. &lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;Business data often resides within a hodgepodge of internal and external sources that rely on a mix of cloud and on-premise systems. &lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;Often, these systems don&amp;rsquo;t talk to each other, leading to siloed datasets and inconsistent data quality. &lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;Cloud-based CRM solutions like Salesforce are designed to connect all of that data to create a single view of each individual customer &amp;mdash; and this connected approach to data is essential to taking advantage of the AI opportunity.&lt;br /&gt;&lt;/span&gt;&lt;span class=&quot;fontstyle0&quot;&gt;The Expertise Challenge &lt;/span&gt;&lt;span class=&quot;fontstyle2&quot;&gt;Beyond the data, companies must have the tools and expertise to analyze and act on it. &lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;This is difficult considering two common problems: siloed data storage and a scarcity of data scientists.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;According to a McKinsey Global Institute report, there&amp;rsquo;s a shortage of 190 thousand data scientists. &lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;Today, advances in AI tools are making it possible for businesses to work smarter without a legion of data scientists.&lt;br /&gt;&lt;/span&gt;&lt;span class=&quot;fontstyle0&quot;&gt;The Infrastructure Challenge &lt;/span&gt;&lt;span class=&quot;fontstyle2&quot;&gt;Just as discrete and siloed data sources limit companies&amp;rsquo; ability to properly leverage their data, so too do&lt;br /&gt;fragmented infrastructure systems. &lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span class=&quot;fontstyle2&quot;&gt;The high cost of on-premise hardware and computing systems that have the power to run machine-learning algorithms has prevented many companies from jumping in. Now, however, cloud computing has made AI more accessible and affordable.&lt;/span&gt;&lt;/p&gt;

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✎ Modifica tag 🤖 Suggerisci AI

          ai,crm,data,        

ai 5 crm 5 data 5 wpg 5

ID: 118 • Tipo: WPG • Reg: 2022-07-07 • Mod: 24/10/2026 22:42