A comprehensive multi-level technical solution has been implemented based on a modern low-code editor integrated with large language models (LLM):
1. Analysis of the most effective tools for integrating and automating user interaction management processes (CRM, marketing, analytics)
2. Selection of the optimal platform with an open interface and the ability to expand functionality - node-based editor n8n
3. Creation of cascading chains of nodes (workflows) for effective modeling of dialogue stages, including greeting, collection of primary data, detailed processing of the client's site, presentation of products and services, individual offers based on the needs of each user, handling objections and transferring contact information to responsible employees