Tool overview
Serafis is listed under Finance AI tools.
What is Serafis?
Serafis structures market narratives from podcasts, interviews, and independent media. Institutional investors can search more than 100,000 transcripts by company and theme, use semantic entity-aware search, connect agents through MCP, call a REST API, or receive structured data through Snowflake and BigQuery.
Best for
Institutional investors researching narratives outside conventional market-data sources
Who is it for?
Decision note
Confirm transcript and source coverage, licensing, update frequency, search and entity quality, API limits, MCP permissions, warehouse delivery, compliance, support, and current pricing.
Key features
Search across 100,000+ transcripts
Company and theme narrative intelligence
Semantic search with entity resolution
REST API for programmatic access
MCP server for AI agents
Snowflake and BigQuery data sharing
Use cases
Researching company narratives
Monitoring investor and founder commentary
Feeding narrative data to agents
Enriching institutional research warehouses
Pros
- Purpose-built for investment research
- Supports API, MCP, and warehouse delivery
- Searches sources outside traditional terminals
Limitations
Serafis can miss context, speaker intent, corrections, or material disclosures. Investment teams must verify transcripts, timestamps, source rights, entity resolution, citations, compliance obligations, and every financial conclusion before acting.
Pricing details
Billing options
Custom enterprise agreement
Pricing note
Serafis uses a book-a-demo enterprise process and does not publish a stable starting amount. No ongoing free plan or formal free trial was confirmed. Scope depends on data coverage, users, API volume, warehouse delivery, and support.
Supported languages
- English
Integrations
REST API
MCP
Snowflake
BigQuery
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