💼 Why it is difficult to create reliable AI sales agents
Rox has published a breakdown of the challenges facing Revenue Agents. The main difficulty is the high volatility of data in CRMs, email, and LinkedIn. To address this, Rox utilizes a Knowledge Graph and an AgentDataInterface system.
🌍 Moving toward industrial-grade solutions requires the use of structured knowledge graphs instead of fragmented APIs. This addresses issues of security and context stability.
👤 The success of an AI agent depends not only on the LLM but also on the quality of the Data Infrastructure and evaluation methods (Evals).
Source 1: https://www.rox.com/articles/why-revenue-agents-are-uniquely-hard-to-build