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- Business
Data Provisionand 1 more business valuesLess
- Software Applications
- Market
- Financial Services
- Ecosystem
- Applications
- Customers
- Enterprises
More details
- Organization type
- Commercial Company
- Ecosystem
- Applications
- Business
- Data Provision, Software Applications
- Specialization
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- Market
- Financial Services
- Customers
- Enterprises
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- Hosted Software
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- Pre Seed
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About
Serafis builds an AI knowledge graph and search platform that turns podcasts, interviews, and other long-form media into structured market intelligence. It sells primarily to institutional investors, wealth advisors, and strategy teams, differentiating through curated high-signal transcripts, semantic search, source-attributed AI queries, alerts, and agent integrations.
Market
Serafis competes in AI-powered financial and market-intelligence software for investment research. It positions itself as narrative intelligence: a structured, queryable knowledge graph that indexes podcasts, interviews, and independent media to surface market narratives and inflections before they become consensus. Its differentiation is access to high-signal conversations outside traditional financial terminals, delivered through a mobile app, semantic-search API, MCP server, and warehouse integrations; AlphaSense, Bloomberg, Tegus, and Quartr offer broader or more traditional financial-research alternatives.
Serafis targets institutional investment organizations—especially asset managers, investment researchers, and data teams—as well as large consulting firms conducting market and company research. Its platform is intended for professionals who need to discover investment ideas, research markets, and develop views from long-form conversations and independent media.
At a Glance
Problem
Serafis addresses a research gap in financial markets: high-signal observations increasingly appear in podcasts, interviews, and independent media, but conventional terminals do not reach or make this material easy to search. The pain is primarily measured in analyst time and opportunity cost. Buy-side teams spend hours combing through long interviews, manually extracting and tagging findings, and maintaining fragmented notes; important mentions can be missed or discovered only after a narrative has become consensus.
The killer use case is early investment-idea and thesis discovery. An investor searches for a company, person, or theme and quickly retrieves relevant, source-grounded passages to identify an emerging narrative and build conviction before it is widely recognized. Serafis frames the opportunity through examples such as identifying the potential of Bitcoin in 2014, Tesla in 2018, or Nvidia in 2022.
Product / Service
Serafis is a narrative-intelligence data platform and AI knowledge graph that turns long-form market conversations into structured, queryable intelligence, initially focused on podcasts. Its index contains more than 100,000 searchable curated transcripts, with semantic search, entity resolution, structured company and theme tags, relevance scores, and source-attributed AI queries that return contextual evidence rather than merely pointing users to whole episodes.
The product is delivered through multiple workflows: a mobile app for investors, a REST API for programmatic access, an MCP server that lets AI agents search and synthesize the index, and structured data delivered into a warehouse such as Snowflake. This allows investment and strategy teams to use Serafis directly or embed its narrative data into their own agents, platforms, and research processes, helping them accelerate research, surface overlooked signals, and reduce manual review.
Market
Serafis competes in the intersection of financial research software, alternative-data intelligence, semantic search, and AI-driven knowledge management. It positions itself as narrative intelligence for investors and covers public equities, private markets, and crypto assets. Its target users include asset managers, hedge funds, portfolio managers, wealth advisors, family offices, consultants, and corporate or venture strategy teams. Possible competitors and substitutes include AlphaSense, Tegus, and Wavvest, with Amenity Analytics and Signal AI representing adjacent transcript-NLP and enterprise-media-monitoring offerings.
The company appears to have early commercial traction rather than being an unlaunched product: it is YC-backed, reports that its platform is live with 12 organizations managing more than $70 billion in capital, and advertises more than 100,000 searchable transcripts. The evidence does not establish actual revenue or paid-customer status; pricing is explicitly not public, so Serafis is best described as an early-stage company with live deployments and revenue undisclosed, rather than definitively classified as pre-revenue.
Founders & Leadership
Funding History
Y Combinator
Recent News
Serafis announced a mobile podcast app for investors, with search across more than 100,000 curated transcripts by person, company, or theme. The announcement describes an AI-native interface that provides answers with timestamped citations to source passages.
A public company profile dated 2026-08-14 reports that Serafis is already live with 12 organizations managing more than $70 billion in capital. The organizations are not named.
Serafis describes expanded data-delivery options, including a REST API, an MCP server for AI agents, and direct delivery to Snowflake and BigQuery. The product page positions these as ways to integrate Serafis’s narrative-intelligence data into existing workflows.
Company funding data records a $500,000 USD pre-seed round for Serafis dated October 9, 2025, with Y Combinator listed as the investor.
Y Combinator announced the launch of Serafis’s mobile podcast app, described as the world’s first podcast app for investors with an AI-native interface. The app helps users discover relevant investment content and was made available for iOS and Android.
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Get notified when they postBusiness Model
Serafis appears to monetize through paid subscriptions and business or enterprise access to its narrative-intelligence data platform. The product includes subscription alerts, while business plans add team collaboration and integrations; public pricing is not disclosed.