Hybrid architecture: Keeping Salesforce CRM, replacing Einstein with a specialist AI stack
Salesforce CRM with specialist AI delivers 70% deflection and EU AI Act compliance while avoiding Agentforce upgrade costs.
Ana-Maria Banta
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GetVocal Blog
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Salesforce Einstein EU AI Act compliance: Documentation gaps and alternative solutions
Salesforce Einstein EU AI Act compliance gaps in Articles 13, 14, and 50 create audit risks for regulated CX deployments.
Roy Moussa
LangChain total cost of ownership: Engineering time, plumbing, and hidden burden
LangChain TCO includes engineering FTEs, observability tooling, vector DB costs, and compliance burden beyond LLM token pricing.
Ana-Maria Banta
Salesforce Service Cloud pricing at enterprise scale: TCO reality and hidden add-ons
Salesforce Service Cloud pricing TCO extends 2x to 3x beyond base licenses through Voice minutes, Einstein fees, and MuleSoft costs.
Roy Moussa
When LangChain wins and when it shouldn't: Honest build vs buy framework
LangChain build vs buy framework for enterprise CX leaders. Compare costs, compliance risks, and deployment timelines honestly.
Ana-Maria Banta
Talkdesk pricing at enterprise scale: Hidden costs and TCO reality
Talkdesk pricing TCO for 200 seats runs $1.17M to $1.75M over 24 months once AI add-ons, voice usage, and support are included.
Roy Moussa
Migrating from Talkdesk to modern conversational AI: Migration strategy and risk mitigation
Migrating from Talkdesk to modern AI requires a 3 to 6 month phased approach covering telephony cutover and compliance mapping.
Roy Moussa
CompanyCX AI keeps failing. Here is why the fourth generation is different.
Every generation of CX AI has treated humans as the thing to eliminate. GetVocal makes the case for why the fourth generation gets this wrong and what building humans in by design actually looks like.
Jarrod Davis
CompanyWhy AI is killing BPO CSAT scores, and how to stop it
AI is doing exactly what it was built to do and BPO CSAT scores are falling anyway. GetVocal explains why the architecture underneath your automation is the real problem, and what to do about it.
Jarrod Davis
Talkdesk EU AI Act + GDPR compliance: Article 50 transparency gaps
Talkdesk EU AI Act compliance gaps in Article 50 transparency, GDPR data sovereignty, and audit trails for regulated enterprises.
Roy Moussa
Octonomy alternatives: Buyer's guide for enterprise contact centers
Octonomy alternatives compared: EU AI Act compliance, multilingual support, TCO, and human oversight for enterprise contact centers.
Roy Moussa
Production reliability: Observability gaps in LangChain DIY vs managed platforms
LangChain observability requires custom engineering for tracing, drift detection, and compliance in regulated CX environments.
Roy Moussa