How Komsai turns conversations into business clarity
Komsai
Conversation Analysis
Connect integrations
Bring in chats, calls, tickets and CRM conversations.
Extract conversations
Normalize and organize data into one analysis layer.
Insights detection
Surface repeated issues, friction, root causes and patterns.
Chat with your data
Ask natural-language questions and get clear answers instantly.
Take action
Prioritize fixes, improve docs, automate workflows and reduce friction.
Close the loop means:
The signals are already in your conversations
Real examples of signals Komsai extracts from customer conversations every day. These patterns are hiding in your data right now.
"I keep getting the same billing issue every month"
"I can't find how to change my booking"
"Why does this process take so long?"
"I already asked this yesterday"
"I don't understand which plan fits me"
"Can you just tell me if this will work for us?"
Your teams are spending time on issues that could be fixed once
Komsai surfaces these patterns automatically so you can prioritize high-impact improvements
Business outcomes Conversation Analysis can support
Komsai helps teams solve real business problems, not technical problems. Here's what teams actually achieve.
Reduce repeated support tickets
Identify the questions and issues customers ask repeatedly so your team can fix them once and reduce avoidable demand.
Detect AHT drivers
Surface the topics and reasons that make conversations longer, so you can address root causes faster.
Find customer friction
Discover where customers struggle with your product, processes, or knowledge base before they churn.
Improve knowledge and self-service
Understand which questions your support team answers repeatedly, then update docs and AI agents to handle them automatically.
Prepare for AI automation
Know exactly which conversations can be safely automated and which need human judgment before deploying agents.
Detect signals earlier
Catch churn, cancellation, and escalation patterns in conversations before they become problems.
Ask the questions your team actually cares about
No dashboards to learn, no queries to write. Ask in plain language and get business-relevant answers instantly.
Common questions
Komsai Response
What issues are customers repeating most often?
Top recurring issues identified:
- •Password reset — 312 mentions, 23% of support volume, avg 2.3 interactions per issue
- •Billing confusion — 278 mentions, 18% of volume, often escalates to 3+ contacts
- •Feature discovery — 189 mentions, 15% of volume, customers asking about built-in features they don't know exist
These three issues account for 56% of all support conversations.
Results based on real conversation data analyzed in real-time
Built for action, not just dashboards
Insights only matter if your team can act on them. Komsai surfaces decisions, not data.
See what repeats
Komsai automatically clusters similar conversations and issues so you understand patterns instead of isolated incidents.
Understand why
Go beyond metrics to discover the real reasons behind repeated issues, friction, and operational costs.
Decide what matters
Prioritize high-impact improvements so your team fixes problems that actually move the needle for customers and business.
Komsai turns scattered conversation data into a clear, prioritized roadmap for what to improve first — whether that's reducing support load, updating knowledge, streamlining processes, or preparing AI automation.