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AI in sales, CRM and automation

3 articles · AI on your data, agents, voice, CRM
How an AI agent qualifies leads in messengers in 1.2 seconds
February 12, 2026

An AI agent replies in a messenger in 1.2 seconds, finds out the task, timeline and volume, filters spam and passes the lead to the CRM with the chat history.

Voice agent accuracy: from speech recognition to live calls
January 22, 2026

Voice agent accuracy is the share of calls handled correctly. What it depends on: speech recognition, pauses, response speed and handoff to an employee.

How AI answers from company documents: RAG architecture
December 26, 2025

RAG is a setup where AI first finds fragments in company documents and answers only from them, with a source link. How it works and where it goes wrong.