Salesforce CRM Modernization: Foundation Audit for AI Agents
Most Salesforce CRM upgrade conversations in 2026 start with the same question: "Which AI agent should we deploy first?" That's the wrong starting point for a large share of the orgs asking it. Here's the contrarian part: modernizing your CRM foundation isn't a prerequisite chore standing between you and AI — for most SMB and mid-market orgs, foundation work is the highest-ROI transformation project available right now, with or without an AI agent attached to it. Gartner projects that 40% of enterprises will demote or decommission AI agents by 2027 over governance gaps discovered only after production incidents — not because the AI models were weak, but because the CRM underneath them wasn't ready to be acted on. Fixing that foundation pays off even in the scenario where you never deploy a single agent. Clean the Data Before You Give AI Access An AI agent's decisions are only as reliable as the records it reads. This is the step most Salesfor...