<?xml version="1.0" encoding="UTF-8" ?><!-- generator=Zoho Sites --><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><atom:link href="https://www.peoplewoo.com/blogs/tag/dataarchitecture/feed" rel="self" type="application/rss+xml"/><title>Peoplewoo - Blogs #DataArchitecture</title><description>Peoplewoo - Blogs #DataArchitecture</description><link>https://www.peoplewoo.com/blogs/tag/dataarchitecture</link><lastBuildDate>Sat, 05 Sep 2026 09:36:29 +0530</lastBuildDate><generator>http://zoho.com/sites/</generator><item><title><![CDATA[Mapping Data Streams To DLOs and DMOs In Data 360 | Peoplewoo Skills]]></title><link>https://www.peoplewoo.com/blogs/post/mapping-data-streams-to-dlos-and-dmos-in-data-360-peoplewoo-skills</link><description><![CDATA[<img align="left" hspace="5" src="https://www.peoplewoo.com/WhatsApp Image 2026-06-25 at 4.56.59 PM.jpeg"/>This guide explains how Salesforce Data Cloud connects raw customer data from different sources and combines it into a single, unified profile.]]></description><content:encoded><![CDATA[<div class="zpcontent-container blogpost-container "><div data-element-id="elm_jjDxp8U2Q72HDuqMLmRfCA" data-element-type="section" class="zpsection "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_09ITXzcxSmOkk-D02TyA1Q" data-element-type="row" class="zprow zprow-container zpalign-items- zpjustify-content- " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_ezBAGXyKS6yD60f-XEc5gA" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- "><style type="text/css"></style><div data-element-id="elm_BjwDUaxu09ffZWxWiosv5w" data-element-type="iframe" class="zpelement zpelem-iframe "><style type="text/css"></style><div class="zpiframe-container zpiframe-align-center"><iframe class="zpiframe " src="https://www.youtube.com/embed/Q7Fst93sKeI?si=PqOsDy3EjfvyW4SF" width="560" height="315" align="center" allowfullscreen frameBorder="0" title="Mapping Data Streams to DLOs &amp; DMOs in Data 360"></iframe></div>
</div><div data-element-id="elm_F8hD-a3dQ5SeDc9Rl65V0g" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center zptext-align-mobile-center zptext-align-tablet-center " data-editor="true"><h1 style="text-align:justify;"><span style="font-size:20px;">Raw Data to Customer 360</span></h1><div><h2 style="text-align:justify;"></h2><p style="text-align:justify;">Unlocking a true 360-degree view of your customer requires pulling data from various platforms into one centralized hub. In Salesforce Data Cloud, this architectural journey follows a seamless path from raw source data to a unified profile.</p><p style="text-align:justify;">Here is a quick, easy guide to understanding how your data moves through the cloud.</p><p style="text-align:justify;"><br/></p></div><h2 style="text-align:justify;"><span style="font-size:20px;">1. Connecting Data via Data Streams</span></h2><div><h2 style="text-align:justify;"></h2><p style="text-align:justify;">Every source system contains native assets known as Data<b></b>Source<b></b>Objects<b></b>(DSOs)—think of standard objects like Leads, Contacts, or Accounts. To bring this data into Data Cloud, you must establish a Data<b></b>Stream.</p><ul><li><p style="text-align:justify;"><b>Starter Bundles:</b> Salesforce provides pre-built bundles for Sales and Service Cloud, allowing you to install and connect standard objects instantly.</p></li><li><p style="text-align:justify;"><b>Custom Objects:</b> For unique data sitting outside of standard bundles, you can manually ingest them by selecting the &quot;All Objects&quot; option.</p></li></ul><h3 style="text-align:justify;"><br/></h3><h2 style="text-align:justify;"><span style="font-size:20px;">2. Categorizing Your Data</span></h2><p style="text-align:justify;">When data streams are configured, the data must be classified into one of three categories. These categories are vital for setting up rules around how data is handled later:</p><ul><li><p style="text-align:justify;"><b>Profile:</b> Contains Personal Identifiable Information (PII) like names, phone numbers, and addresses.</p></li><li><p style="text-align:justify;"><b>Engagement:</b> Tracks real-time or batch behavioral data, such as email opens, link clicks, or website visits.</p></li><li><p style="text-align:justify;"><b>Other:</b> Reserved for auxiliary data that does not fit into profile or engagement definitions.</p></li></ul><h3 style="text-align:justify;"><span style="font-size:20px;"><br/></span></h3><h3 style="text-align:justify;"><span style="font-size:20px;">3. From Data Lake Objects (DLO) to Data Model Objects (DMO)</span></h3><p style="text-align:justify;">Creating a data stream automatically generates a Data Lake Object (DLO). Think of a DLO as the physical container that holds your raw data.</p><p style="text-align:justify;">To make this raw data usable, you must map the DLO to a Data Model Object (DMO) within the standard Customer 360 model. While starter bundles map fields like <i>Contact Point Phone</i> or <i>Contact Point Email</i> automatically, custom data requires manual mapping to organize it correctly.</p><h3 style="text-align:justify;"><br/></h3><h2 style="text-align:justify;"><span style="font-size:20px;">4. Unifying Profiles with the Individual Object</span></h2><p style="text-align:justify;">A single customer might exist as a Lead in one Salesforce org, a Contact in another, and a subscriber in Marketing Cloud. To prevent duplicate profiles, Data Cloud maps all profile data to a core standard DMO called the Individual<b></b>Object.</p><p style="text-align:justify;">By linking various system IDs to a single Individual ID, Data Cloud resolves identities across multiple connected orgs, creating a singular, unified source of truth for your entire enterprise.</p></div><p></p><div style="text-align:justify;"><br/></div><p></p></div>
</div><div data-element-id="elm_qBFTRUlEiNkM8tdjvCgwgg" data-element-type="codeSnippet" class="zpelement zpelem-codesnippet "><div class="zpsnippet-container"><!-- Peoplewoo Skills Data 360 Clean Blog Footer CTA --><div class="pw-data360-clean"><style> .pw-data360-clean{ max-width:1100px; margin:50px auto 20px; padding:22px 18px; font-family:'Segoe UI',sans-serif; text-align:center; background:rgba(15,23,42,0.03); border:1px solid rgba(15,23,42,0.12); border-radius:14px; } /* Title */ .pw-data360-clean h2{ margin:0 0 10px; font-size:24px; font-weight:800; color:#0f172a; } /* Text */ .pw-data360-clean p{ margin:0 auto 16px; max-width:820px; font-size:14px; line-height:1.6; color:#334155; } /* Buttons */ .pw-btn-wrap{ display:flex; justify-content:center; flex-wrap:wrap; gap:10px; } .pw-btn{ text-decoration:none; padding:11px 16px; border-radius:10px; font-size:13px; font-weight:700; transition:0.2s ease; display:inline-block; border:1px solid transparent; } .pw-btn:hover{ transform:translateY(-2px); } /* Button styles */ .pw-live{ background:#0ea5e9; color:#ffffff; } .pw-udemy{ background:#f59e0b; color:#ffffff; } .pw-interview{ background:#7c3aed; color:#ffffff; } .pw-whatsapp{ background:#22c55e; color:#ffffff; } /* Footer note */ .pw-note{ margin-top:14px; font-size:12px; color:#64748b; } .pw-note a{ color:#0ea5e9; text-decoration:none; font-weight:600; } /* Mobile */ @media(max-width:768px){ .pw-btn{ width:100%; max-width:320px; text-align:center; } .pw-data360-clean h2{ font-size:20px; } } </style><h2>Explore Salesforce Data 360 (Data Cloud)</h2><p> Learn Salesforce Data 360 with real-world ingestion, identity resolution, segmentation, and activation workflows. Build job-ready Data Cloud consulting skills with hands-on practice and interview-focused preparation. </p><div class="pw-btn-wrap"><a href="https://lms.peoplewooskills.com/live-workshops" target="_blank" class="pw-btn pw-live"> Live Training </a><a href="https://www.udemy.com/course/salesforce-data-cloud-consultant-training-basics/?referralCode=8860B46D6F5B1C93322B" target="_blank" class="pw-btn pw-udemy"> Udemy Data 360 Course </a><a href="https://www.udemy.com/course/salesforce-marketing-automation-complete-interview-pro-guide/?referralCode=8D1DB3A7D02AED56D16F" target="_blank" class="pw-btn pw-interview"> Interview Q&A Course </a><a href="https://wa.me/917875494672" target="_blank" class="pw-btn pw-whatsapp"> WhatsApp </a></div>
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</div></div></div></div></div></div></div></div> ]]></content:encoded><pubDate>Fri, 26 Jun 2026 10:22:36 +0530</pubDate></item><item><title><![CDATA[Contacts In Salesforce Marketing Cloud | Peoplewoo Skills]]></title><link>https://www.peoplewoo.com/blogs/post/contacts-in-salesforce-marketing-cloud</link><description><![CDATA[<img align="left" hspace="5" src="https://www.peoplewoo.com/WhatsApp Image 2026-06-10 at 1.21.07 PM.jpeg"/>While Salesforce Marketing Cloud Subscribers are channel-specific opt-ins, a Contact serves as the single master profile that unifies an individual's data and interactions across all marketing channels.]]></description><content:encoded><![CDATA[<div class="zpcontent-container blogpost-container "><div data-element-id="elm_tYvQipfAQlmHEk4qqoZzpA" data-element-type="section" class="zpsection "><style type="text/css"></style><div class="zpcontainer-fluid zpcontainer"><div data-element-id="elm_JgvJbwbdTFqQxrFET4eN7w" data-element-type="row" class="zprow zprow-container zpalign-items- zpjustify-content- " data-equal-column=""><style type="text/css"></style><div data-element-id="elm_sJl7HykMSkmiUZ9CzKrUVA" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- "><style type="text/css"></style><div data-element-id="elm_FrZmR18PV9_ebgThbrvWMQ" data-element-type="iframe" class="zpelement zpelem-iframe "><style type="text/css"></style><div class="zpiframe-container zpiframe-align-center"><iframe class="zpiframe " src="https://www.youtube.com/embed/d7pILwGQj4o?si=z091yoR5dG7B1HTW" width="560" height="315" align="center" allowfullscreen frameBorder="0" title="Contacts in Salesforce Marketing Cloud"></iframe></div>
</div><div data-element-id="elm_Mp2fHLnXTNex6wD8F8v-ew" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center zptext-align-mobile-center zptext-align-tablet-center " data-editor="true"><h1 style="text-align:justify;"><span style="font-size:20px;">What is a Subscriber?&nbsp;</span></h1><div><p style="text-align:justify;">A Subscriber is an individual who has actively opted in to receive communications from your company via a <em>specific channel</em>.</p><ul><li style="text-align:justify;">Email<strong></strong>Studio: Opting into emails makes someone an Email Subscriber, adding them to the &quot;All Subscribers&quot; list.</li><li style="text-align:justify;">Mobile<strong></strong>Studio<strong>:</strong> Opting into SMS or push notifications makes them a Push/SMS Subscriber.</li></ul><p style="text-align:justify;">Subscribers are inherently siloed by the specific channel they use to interact with your brand.</p><h2 style="text-align:justify;"><span style="font-size:20px;">What is a Contact?</span></h2><p style="text-align:justify;">Businesses need a single, holistic view of a customer's entire footprint. That’s where Contacts come in.</p><p style="text-align:justify;">Inside Contact<strong></strong>Builder, the All<strong></strong>Contacts section acts as your master database. Marketing Cloud treats an individual as a single contact, regardless of how many channels they use. Whether you receive an email, an SMS, or a push notification, SFMC ties all of these channel addresses and activities back to <em>one</em> unique Contact.</p><blockquote style="text-align:justify;"> The<strong></strong>Golden<strong></strong>Rule: A contact can exist without being an email subscriber. For instance, if someone only signs up for mobile push notifications, they will exist in <em>All Contacts</em> (with their App ID) but will be completely absent from Email Studio's <em>All Subscribers</em> list. </blockquote><h2 style="text-align:justify;"><span style="font-size:20px;">Key Differences at a Glance</span></h2><table border="1" cellpadding="8" cellspacing="0" style="text-align:justify;"><thead><tr><th>Feature</th><th>All Subscribers (Email Studio)</th><th>All Contacts (Contact Builder)</th></tr></thead><tbody><tr><td><strong>Scope</strong></td><td>Only contains email-opted individuals.</td><td>The master database for the entire SFMC platform.</td></tr><tr><td><strong>Channels</strong></td><td>Limited strictly to Email.</td><td>Omnichannel (Email, SMS, Push, and more).</td></tr><tr><td><strong>Presence</strong></td><td>A push-only user will not appear here.</td><td class="zp-selected-cell">A push-only user will appear here.</td></tr></tbody></table><div style="text-align:justify;"><br/></div>
<h2 style="text-align:justify;"><span style="font-size:20px;">How is Contact Data Created?</span></h2><p style="text-align:justify;">Contacts enter your &quot;All Contacts&quot; database through several primary methods:</p><ul><li style="text-align:justify;">Direct<strong></strong>Imports: Loading data straight into Contact Builder.</li><li style="text-align:justify;">Marketing<strong></strong>Sends: Sending a communication to a new List or Data Extension automatically registers them.</li><li style="text-align:justify;">Salesforce<strong></strong>Data<strong></strong>Sync: Syncing data seamlessly from Sales or Service Cloud.</li><li style="text-align:justify;">APIs: Creating contacts programmatically from external systems.</li></ul><p style="text-align:justify;">By understanding this distinction, you can better manage your cross-channel journeys and ensure your audience gets a unified experience, no matter the channel.<br/></p></div></div>
</div><div data-element-id="elm_0REw8ChvP-s7k3iL1xM_PA" data-element-type="codeSnippet" class="zpelement zpelem-codesnippet "><div class="zpsnippet-container"><!-- Peoplewoo Skills Blog CTA --><div class="pw-blog-cta"><style> .pw-blog-cta{ max-width:900px; margin:35px auto; padding:24px; border-radius:18px; background:linear-gradient( 135deg, rgba(56,189,248,.06), rgba(168,85,247,.06) ); border:1px solid rgba(56,189,248,.15); backdrop-filter:blur(10px); font-family:'Segoe UI',sans-serif; text-align:center; } .pw-blog-cta h3{ margin:0 0 10px; font-size:28px; line-height:1.3; color:#0f172a; font-weight:800; } .pw-blog-cta p{ margin:0 auto 20px; max-width:750px; color:#475569; font-size:15px; line-height:1.7; } .pw-btn-wrap{ display:flex; justify-content:center; gap:12px; flex-wrap:wrap; } .pw-btn{ text-decoration:none; padding:12px 18px; border-radius:10px; font-size:14px; font-weight:700; transition:.3s ease; } .pw-btn:hover{ transform:translateY(-2px); } .pw-live{ background:#0ea5e9; color:#fff; } .pw-course{ background:#7c3aed; color:#fff; } .pw-interview{ background:#f59e0b; color:#fff; } .pw-whatsapp{ background:#22c55e; color:#fff; } .pw-note{ margin-top:16px; font-size:13px; color:#64748b; } .pw-note a{ color:#0ea5e9; text-decoration:none; font-weight:600; } @media(max-width:768px){ .pw-blog-cta{ padding:20px 16px; margin:25px auto; } .pw-blog-cta h3{ font-size:22px; } .pw-blog-cta p{ font-size:14px; } .pw-btn{ width:100%; max-width:320px; text-align:center; } } </style><h3> Become a Salesforce Marketing Cloud Professional </h3><p> Advance your career with Salesforce Marketing Cloud Engagement training, hands-on projects, certification preparation, and job-focused interview questions. Learn Email Studio, Journey Builder, Automation Studio, Contact Builder, Data Extensions, AMPscript, and real-world marketing automation use cases. </p><div class="pw-btn-wrap"><a href="https://lms.peoplewooskills.com/live-workshops" target="_blank" class="pw-btn pw-live"> Join Live Training </a><a href="https://zurl.co/JhzPq" target="_blank" class="pw-btn pw-course"> SFMC Engagement Course </a><a href="https://www.udemy.com/course/salesforce-marketing-automation-complete-interview-pro-guide/?referralCode=8D1DB3A7D02AED56D16F" target="_blank" class="pw-btn pw-interview"> Interview Q&A Course </a><a href="https://wa.me/917875494672" target="_blank" class="pw-btn pw-whatsapp"> WhatsApp Us </a></div>
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</div></div></div></div></div></div></div></div> ]]></content:encoded><pubDate>Thu, 11 Jun 2026 12:06:04 +0530</pubDate></item></channel></rss>