The primary deployment constraint centers around configuration dependencies on highly customized, enterprise-grade Salesforce environments that utilize heavy validation rules or deeply nested custom objects. When RevOps teams attempt to push advanced automated updates or trigger complex approval chains from Slack, mapping the specific field structures into the platform's workflow editor can require manual validation adjustments. Additionally, while the automated call notetaker archives standard dialogue highlights cleanly, capturing dense localized pricing models, custom discounting frameworks, or multi-year contract anomalies still demands a manual validation pass from the account executive prior to pushing the notes live to the master customer file.