Turn LLM prompts into actionable insights
Analyse user prompts, uncover semantic patterns, and optimize your LLM-powered products.
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Built for Prompt Intelligence
Learn how Sereleum can help you enhance your LLM products.
Prompt Clustering & Intent Discovery
Automatically group semantically similar prompts to surface dominant user intents, workflows, and repeatable use cases.
Token Usage & Cost by Cluster
Track token consumption and cost at the use-case level, focusing on the highest-impact clusters driving spend.
Cluster-Driven System Prompt Refinement
Align LLM system-prompts with observed user demand rather than assumptions.
Cluster-Driven Prompt Templates
Use clusters to create reusable prompt templates, improving workflow efficiency and UX consistency.
How Sereleum works
Index. Cluster. Label.
1. Indexing
Add prompts, generate embeddings, and store prompts, embeddings, and metadata.
2. Clustering
Incremental clustering groups prompts as new data arrives.
3. Labelling
LLM labels clusters, with manual fallback when confidence is low.