AI-Native CRM vs. Legacy CRM: The Architecture Decision That Determines Your Sales Team's Future

Dev.to AI
Generative AI AI Business

AI-Native CRM vs. Legacy CRM: The Architecture Decision That Determines Your Sales Team's Future A technical and strategic breakdown for founders, RevOps leaders, and developers building lean B2B sales operations. If you're evaluating CRM platforms in 2025, you've noticed that every vendor claims to be "AI-powered." Salesforce has Einstein. HubSpot has Breeze. Microsoft Dynamics has Copilot. The marketing language has converged completely - but the architectures behind the marketing language have not.