<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Data Cleaning – The Sentia AI Community</title><description>Posts filed under Data Cleaning</description><link>https://sentia.community/</link><language>en-au</language><item><title>The AI Divide Is Coming for Fractional Professionals</title><link>https://sentia.community/the-ai-divide-is-coming-for-fractional-professionals/</link><guid isPermaLink="true">https://sentia.community/the-ai-divide-is-coming-for-fractional-professionals/</guid><description>The competitive gap in fractional work will not be between professionals who use AI and those who do not. It will be between those who accelerate isolated…</description><pubDate>Mon, 27 Jul 2026 19:03:30 GMT</pubDate><category>Agentic AI</category><category>AI Governance</category><category>AI Operations (AIOps)</category><category>Artificial Intelligence</category><category>Data Cleaning</category><category>Fractional Professionals</category><category>Guides</category><category>Marketing</category><category>Models</category><category>News</category><category>RevOps</category><category>Sales</category><category>Strategy</category><category>Tools</category><category>Training</category><author>David Brown</author></item><item><title>What is the Fractional Context Tax? Is it reducing revenue?</title><link>https://sentia.community/what-is-the-fractional-context-tax-is-it-reducing-revenue/</link><guid isPermaLink="true">https://sentia.community/what-is-the-fractional-context-tax-is-it-reducing-revenue/</guid><description>Your calendar may show available hours. That does not mean your brain has the capacity to use every one of them effectively. You finish a strategy meeting…</description><pubDate>Tue, 21 Jul 2026 18:37:34 GMT</pubDate><category>Agentic AI</category><category>AI Governance</category><category>AI Operations (AIOps)</category><category>Artificial Intelligence</category><category>CRMs</category><category>Data Cleaning</category><category>Fractional Professionals</category><category>News</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Strategy</category><category>Tools</category><author>David Brown</author></item><item><title>Why Your New AI SDR Just Emailed Your $10M Enterprise Customer</title><link>https://sentia.community/why-did-your-new-ai-sdr-just-email-your-10m-enterprise-customer/</link><guid isPermaLink="true">https://sentia.community/why-did-your-new-ai-sdr-just-email-your-10m-enterprise-customer/</guid><description>Key Takeaways The Illusion of the Flawless AI SDR Demo The software demonstration of an AI SDR is a masterclass in modern sales engineering. In these highly…</description><pubDate>Mon, 18 May 2026 21:55:07 GMT</pubDate><category>Agentic AI</category><category>AI Governance</category><category>Artificial Intelligence</category><category>CRMs</category><category>Data Cleaning</category><category>LLMs</category><category>News</category><category>RevOps</category><category>Sales</category><category>Salesforce Help</category><category>Strategy</category><category>Tools</category><author>David Brown</author></item><item><title>What is the AI Security Vulnocalypse? Why Vibe Coding is often an Unknown Liability for Large Firms?</title><link>https://sentia.community/why-vibe-coding-is-a-dangerous-liability-for-large-firms/</link><guid isPermaLink="true">https://sentia.community/why-vibe-coding-is-a-dangerous-liability-for-large-firms/</guid><description>Executive Summary: Table of Contents The Anatomy of Vibe Coding: Logic vs. Intuition Vibe Coding represents a fundamental shift in software development where…</description><pubDate>Wed, 06 May 2026 16:24:52 GMT</pubDate><category>AI Acronyms</category><category>AI Governance</category><category>Artificial Intelligence</category><category>CFO Knowledge</category><category>Data Cleaning</category><category>Marketing</category><category>Models</category><category>News</category><category>RevOps</category><category>Salesforce.com</category><category>Strategy</category><category>Tools</category><author>David Brown</author></item><item><title>AI Hallucination Spiral: Why does Agentic AI lie to Customers?</title><link>https://sentia.community/ai-hallucination-spiral-why-does-agentic-ai-lie-to-customers/</link><guid isPermaLink="true">https://sentia.community/ai-hallucination-spiral-why-does-agentic-ai-lie-to-customers/</guid><description>Executive Summary (Key Takeaways) Agentic AI systems operating without a unified Context Layer suffer from “recursive hallucinations,” where small errors…</description><pubDate>Wed, 22 Apr 2026 19:09:54 GMT</pubDate><category>Agentic AI</category><category>Artificial Intelligence</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>News</category><category>RevOps</category><category>Sales</category><category>Training</category><author>David Brown</author></item><item><title>The Consent Reckoning: AI Data Regulatory Minefields You Need to Know About</title><link>https://sentia.community/the-consent-reckoning-ai-data-regulatory-minefields-you-need-to-know-about/</link><guid isPermaLink="true">https://sentia.community/the-consent-reckoning-ai-data-regulatory-minefields-you-need-to-know-about/</guid><description>Executive Summary The “Consent Reckoning” of 2026 represents a critical inflection point for the global Artificial Intelligence industry. As organizations…</description><pubDate>Tue, 07 Apr 2026 19:25:51 GMT</pubDate><category>Agentic AI</category><category>Artificial Intelligence</category><category>CAIO</category><category>CFO Knowledge</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>Models</category><category>News</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Training</category><author>David Brown</author></item><item><title>Hidden Cost of Layering AI on Outdated Infrastructure</title><link>https://sentia.community/hidden-cost-of-layering-ai-on-outdated-infrastructure/</link><guid isPermaLink="true">https://sentia.community/hidden-cost-of-layering-ai-on-outdated-infrastructure/</guid><description>Just like Building a house, AI – Needs a Strong Foundation Companies often invest heavily in agentic AI, expecting transformative results, only to find their…</description><pubDate>Mon, 16 Mar 2026 17:06:43 GMT</pubDate><category>Artificial Intelligence</category><category>CFO Knowledge</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>News</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Tools</category><author>David Brown</author></item><item><title>How to Eliminate CRM Data Silos with Agentic AI in 2026</title><link>https://sentia.community/how-to-eliminate-crm-data-silos-with-agentic-ai-in-2026/</link><guid isPermaLink="true">https://sentia.community/how-to-eliminate-crm-data-silos-with-agentic-ai-in-2026/</guid><description>How do you fix Data Silos? Revenue operations leaders and CROs often confront a pervasive challenge: disconnected customer data spread across numerous sales…</description><pubDate>Fri, 06 Mar 2026 20:37:52 GMT</pubDate><category>Agentic AI</category><category>Artificial Intelligence</category><category>CAIO</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>RevOps</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Sentia</category><category>Tools</category><author>David Brown</author></item><item><title>What Do Common AI Acronyms Mean? Ultimate Reference Guide to AI</title><link>https://sentia.community/what-do-common-ai-acronyms-mean-ultimate-reference-guide-to-ai/</link><guid isPermaLink="true">https://sentia.community/what-do-common-ai-acronyms-mean-ultimate-reference-guide-to-ai/</guid><description>Executive Summary Struggling with AI acronym overload? This reference guide decodes essential terms—from LLM and NLP to RAG and AEO—using the proprietary…</description><pubDate>Thu, 05 Mar 2026 19:42:16 GMT</pubDate><category>AI Acronyms</category><category>Data Cleaning</category><category>Guides</category><category>Marketing</category><category>Models</category><category>News</category><category>RevOps</category><category>Salesforce Help</category><category>Tools</category><category>Training</category><author>David Brown</author></item><item><title>Complete Guide to Fixing CRM Context Blindness</title><link>https://sentia.community/complete-guide-to-fixing-crm-context-blindness/</link><guid isPermaLink="true">https://sentia.community/complete-guide-to-fixing-crm-context-blindness/</guid><description>Executive Summary CRM context blindness—the gap between raw data and actionable intelligence—costs B2B firms millions in missed opportunities. This guide…</description><pubDate>Tue, 03 Mar 2026 20:59:30 GMT</pubDate><category>Agentic AI</category><category>AI Acronyms</category><category>Artificial Intelligence</category><category>CAIO</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>Models</category><category>Prompts</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Tools</category><author>David Brown</author></item><item><title>Connect CRM, ERP &amp; AI Apps for Complete Customer View</title><link>https://sentia.community/connect-crm-erp-ai-apps-for-complete-customer-view/</link><guid isPermaLink="true">https://sentia.community/connect-crm-erp-ai-apps-for-complete-customer-view/</guid><description>Executive Summary Data silos across CRM, ERP, and AI apps cost enterprises $12.9M annually. This guide introduces the Three-Layer Sync Framework (Identity…</description><pubDate>Mon, 02 Mar 2026 18:41:28 GMT</pubDate><category>Agentic AI</category><category>Artificial Intelligence</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>Marketing</category><category>Models</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Tools</category><author>Matt Small</author></item><item><title>Enterprise Guide to AI-Powered Data Cleaning in Salesforce</title><link>https://sentia.community/enterprise-guide-to-ai-powered-data-cleaning-in-salesforce/</link><guid isPermaLink="true">https://sentia.community/enterprise-guide-to-ai-powered-data-cleaning-in-salesforce/</guid><description>Executive Summary Dirty Salesforce data costs enterprises 15-25% in annual revenue and cripples AI accuracy. This guide outlines a 4-Phase Framework (Audit,…</description><pubDate>Tue, 24 Feb 2026 18:43:39 GMT</pubDate><category>Artificial Intelligence</category><category>CFO Knowledge</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>Models</category><category>Products</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Salesforce.com</category><category>Sentia</category><category>Tools</category><author>Matt Small</author></item><item><title>The Future of CRM: Unleashing AI-Driven Workflows</title><link>https://sentia.community/the-future-of-crm-unleashing-ai-driven-workflows/</link><guid isPermaLink="true">https://sentia.community/the-future-of-crm-unleashing-ai-driven-workflows/</guid><description>Sentia AI revolutionizes CRM by automating workflows, reducing manual tasks, enhancing data accuracy, and delivering real-time insights to boost productivity,…</description><pubDate>Wed, 03 Dec 2025 22:00:43 GMT</pubDate><category>Agentic AI</category><category>Artificial Intelligence</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>Models</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Uncategorized</category><author>Matt Small</author></item><item><title>Maximizing ROI: Boosting User Adoption in CRM Systems with Sentia</title><link>https://sentia.community/maximizing-roi-boosting-user-adoption-in-crm-systems-with-sentia/</link><guid isPermaLink="true">https://sentia.community/maximizing-roi-boosting-user-adoption-in-crm-systems-with-sentia/</guid><description>Sentia boosts CRM user adoption by automating tasks, delivering AI-driven insights, and streamlining workflows, enhancing productivity, customer engagement,…</description><pubDate>Sun, 30 Nov 2025 22:01:14 GMT</pubDate><category>Agentic AI</category><category>Artificial Intelligence</category><category>CRMs</category><category>Data Cleaning</category><category>Guides</category><category>Models</category><category>RevOps</category><category>Sales</category><category>Salesforce Consulting</category><category>Salesforce Help</category><category>Sentia</category><category>Tools</category><category>Uncategorized</category><author>David</author></item></channel></rss>