ANALYZE

Classify every LLM conversation
automatically

Our engine categorizes conversations by intent and surfaces recurring topics in real time. No manual tagging, no rules to write.

Intent classification that just works

Every message is analyzed and assigned to an intent category — support request, feature request, billing question, complaint, and more. The system learns from patterns across all conversations without any configuration.

Incoming message

"Summarize this article and highlight key takeaways"

ResearchSummarization

Writing & Creative34%

Research & Analysis28%

Code Assistance22%

General Questions18%

Summarization15%

Troubleshooting12%

Translation10%

Data Processing9%

Surface the topics that matter

Beyond intents, Insiq AI detects specific topics: email drafting, code review, summarization, translation. See what's trending and what's declining over time.

Detected topics

Email drafting

342↑

Code refactoring

287↑

Document summary

198↑

Data analysis

176↑

Content strategy

154↓

Translation

143↑

Brainstorming

132↑

Meeting notes

121↓

Report generation

98↑

SEO optimization

87↓

Product copy

76↑

Legal review

65↑

Transparent classification pipeline

Every message goes through a multi-step pipeline: normalization, classification, enrichment, and delivery. You can inspect how any message was classified and why.

Classification pipeline

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Ingestion

"Rewrite this intro in a more engaging tone"

⟳

Pre-processing

Tokenize · Normalize · Strip PII

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Classification

Intent: Writing → Content editing

Enrichment

Sentiment: neutral · Complexity: low