AI Agents: Integration and Operational Role in Businesses

The utilization of AI agents by businesses starts with the aim of improving digital communication, but their real value lies in their integration into existing systems and processes.

Cloudevo approaches the development of AI agents as an infrastructure project, focusing on connecting with CRM platforms, booking systems, and internal workflows, ensuring the structured and usable transfer of information.

AI agents recognize user intent, categorize requests, and record the context of the conversation, automatically forwarding the data to business systems without manual intervention.

The connection with CRM allows for automatic creation or updating of records, the integration of leads into appropriate sales stages, and the activation of notifications. The technological implementation is based on APIs and the definition of data flows, with an emphasis on traceability and data protection.

An example is the implementation of Semantic Search in Proto Thema, where artificial intelligence was integrated into an existing infrastructure with a clear role.

AI agents are treated as a functional part of the digital infrastructure, with specific connections and measurable performance.