AI Agents Stall Due to Unprepared Data in Salesforce Deployments

The rapid deployment of Salesforce AI agents is creating problems for companies that haven't prepared their data. According to VALiNTRY360, a U.S.-based consulting services partner, enterprises are rushing to stand up Agentforce and other autonomous agents without ensuring their underlying data is ready for this latest advancement.

This can lead to significant issues as AI agents remove the safety layer of human oversight and act on whatever the system tells them, potentially propagating bad records across thousands of actions before anyone notices. The readiness gap of many organizations is well-documented, with only 7% considering their data fully ready for AI.

VALiNTRY360 recommends taking the time to make sure underlying data is clean and ready to support AI agents. This involves a series of conversations on a roadmap for growth and efficiency to better understand the data model, duplicates, governance, permissions, automations, and integrations before deployment.