COOs with 100K+ customers? This is what control looks like.

Flametree.ai doesn't just automate conversations — it helps customer operations teams understand what customers need, where processes break down, and where the business needs to act.

The platform analyzes both voice and chat interactions — whether they take place between customers and human agents or customers and AI agents.

It automatically:
• Groups conversations by category and topic
• Identifies emerging customer trends and recurring issues
• Detects questions that are not covered by existing FAQs, scripts, or knowledge bases
• Measures customer sentiment and emotional response across interactions
• Identifies and clusters unsuccessful conversations where customer issues were not resolved, objectives were not achieved, or customers were left dissatisfied
• Monitors the quality and performance of both human and AI agents

The resulting insights help organizations continuously improve AI agents, optimize customer-facing processes, strengthen knowledge bases, and increase the effectiveness of customer operations teams.

AI should do more than automate conversations.
It should help organizations understand what customers actually need, where service is breaking down, and where the business needs to act.

This is what AI-first customer operations looks like.