Evaluating Native vs Hybrid AI Contact Center Architecture

Salesforce Agentforce Contact Center creates a new architecture choice for enterprises already centered on Salesforce: consolidate voice, digital channels, CRM, and AI onto one platform, or retain an established CCaaS environment and add Salesforce intelligence incrementally. The article recommends testing functional parity, data readiness, integrations, security, migration execution, and total cost before committing. Technology leaders should base the decision on measurable integration pain and operating requirements rather than platform consolidation alone.