Assemble AI
Assemble AI operates NS3, an AI-powered crypto news intelligence platform that classifies and analyzes crypto news from 20+ outlets across 16 languages. It serves crypto exchanges (Binance, CoinGecko), analytics firms, and 1.6M+ retail traders via web, mobile, and API.
- Company typePrivate
- Founded2020
- HeadquartersSeoul, South Korea
- Headcount11–50
- GTM typeB2B and B2C
- OfferingSoftware
What Assemble AI does
Assemble AI operates NS3, an AI-powered crypto news intelligence platform that ingests articles from more than 20 trusted crypto and macro media outlets, classifies each article for structural importance, performs structured analysis across six dimensions (Summary & Key Point, Market Sentiment, Similar Past Cases, Opportunities & Risks, Ripple Effect, Market Data), maps referenced tokens to live market data, and delivers the output in 16 languages through real-time feeds, importance-ranked Top 10 lists, a daily briefing, and breaking headlines. The company was founded in 2020, is headquartered in Seoul, South Korea, and operates under Joshua Park as CEO. Its core technology uses OpenAI's GPT-5.4 as the inference engine, enhanced with proprietary prompt architectures, a custom multi-stage classification framework, and domain-specific fine-tuning optimized for crypto and macro financial news; the system is trained on 124,908,144 crypto news articles and a continuously updated knowledge base covering 10,747+ crypto assets.
The company serves two distinct user bases through a dual model. On the B2B side, it offers the NS3 News API to crypto exchanges, on-chain analytics institutions, chain explorers, forums and communities, and crypto projects under a quote-based enterprise sales motion; Binance and CoinGecko are disclosed flagship customers that integrate NS3's intelligence into their trading interfaces and market data products. On the consumer side, it distributes free iOS and Android mobile apps and a web platform at ns3.ai targeting retail crypto traders and investors with push alerts and multi-language news delivery. Revenue is generated through enterprise News API subscriptions (pricing not publicly disclosed) and supplemented by an associated ASM token traded on cryptocurrency exchanges; no venture funding rounds, incorporation jurisdiction, or revenue figures are disclosed in available sources.
Assemble AI firmographics
Firmographics- Name
- Assemble AI
- Legal name
- Assemble AI
- Website
- https://about.ns3.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Assemble AI operates NS3, an AI-powered crypto news intelligence platform that classifies and analyzes crypto news from 20+ outlets across 16 languages. It serves crypto exchanges (Binance, CoinGecko), analytics firms, and 1.6M+ retail traders via web, mobile, and API.
- Ownership category
- akta.pro rank
Assemble AI industry classification
Industry- Product category
- AI Crypto News Intelligence
- NAICS
- Web Search Portals and All Other Information Services (51929), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Finance Services (6199), Electronic Computers (3571)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where Assemble AI is headquartered
LocationHeadquarters
- HQ city
- Seoul
- HQ country
- South Korea
- HQ region
- Asia
Markets served
Assemble AI business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- News API Subscriptions: B2B API access for crypto exchanges, forums, communities, on-chain analytics institutions, chain explorers, and crypto projects requiring NS3's news feed. Customers submit inquiries via web form and receive contact from the sales team, indicating a quote-based enterprise pricing model.
- Mobile Application Distribution: Free mobile apps distributed through iOS App Store and Google Play for individual crypto traders. Apps provide News Flash alerts and real-time push notifications for crypto and global economic breaking news.
- Web Platform Access: Web-based platform at ns3.ai providing news intelligence, with free RSS news API available. Four data formats delivered: real-time classified articles, importance-ranked Top 10, 24-hour daily briefing, and breaking headlines.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | B2B Enterprise API - Custom pricing based on usage and customer type |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels6 records
Assemble AI product offering
Product offeringCore offering
Assemble AI operates NS3, an AI-powered crypto news intelligence platform that ingests articles from 20+ trusted crypto media outlets in real time, performs importance classification and six-dimensional structured analysis (summary, key points, market sentiment, similar past cases, opportunities and risks, ripple effect), maps mentioned tokens to market data, and delivers intelligence in 16 languages through consumer mobile apps, a self-serve web platform, and a B2B News API used by Binance and CoinGecko.
Product overview
Assemble AI's NS3 is a unified AI-powered crypto news intelligence platform consisting of the core NS3 AI News Intelligence Platform, NS3 Mobile App, and NS3 News API. The platform reads articles from 20+ trusted crypto media outlets in real time, performs AI-powered importance classification and multi-dimensional structured analysis, maps tokens mentioned in articles to market data, and delivers intelligence in 16 languages. Binance and CoinGecko use NS3's intelligence services.
Differentiator
Problem solved
Functional benefit
Products and services
- NS3 AI News Intelligence Platform Core AI-powered crypto news intelligence platform that ingests articles from 20+ trusted crypto media outlets in real time, performs importance classification and six-dimensional analysis (summary and key points, market sentiment, similar past cases, opportunities and risks, ripple effect), maps mentioned tokens to verified market data, and delivers structured intelligence to consumers and B2B customers.
- NS3 Mobile App Free mobile application available on iOS App Store and Android Google Play that delivers NS3's News Flash feature with faster news feed updates and real-time push alerts for crypto and global economic breaking news in 16 languages for individual crypto traders and investors.
- NS3 News API Programmatic B2B API providing NS3's crypto news intelligence in four formats (real-time individual news, importance-ranked Top 10, 24-hour daily briefing, and breaking headlines) with six-dimensional structured analysis, token mapping, and 16-language translation for crypto exchanges, forums, communities, on-chain analytics institutions, chain explorers, and crypto projects.
Quantifiable outcome
- 124,908,144 crypto news articles processed for AI training
- +4 more outcomes
Companies that use Assemble AI
Customer profileNamed customers2 records
Segments5 records
Ideal customer profiles2 records
Assemble AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature6 records
Assemble AI partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered flagship.
- BinanceflagshipBinance, the world's largest cryptocurrency exchange, uses NS3 news intelligence as a core component of their platform. NS3 provides AI-analyzed crypto news, sentiment analysis, and structured market intelligence that Binance integrates into their trading interface and market data products.
- CoinGeckoflagshipCoinGecko, a leading cryptocurrency data aggregator, uses NS3 news intelligence to enhance their platform with AI-powered news analysis. NS3's structured intelligence and multi-language support help CoinGecko deliver comprehensive market intelligence to their global user base.
Scale indicators5 records
Recent moves6 records
Expansion highlights5 records
Assemble AI competitors and assessment
Company assessmentDirect peers
- Messari: Messari is a leading crypto research, data, and intelligence platform serving institutions, protocols, and exchanges. Both NS3 and Messari monetize structured crypto intelligence for enterprises, with overlapping customer segments (exchanges, funds, projects).
- The Tie: The Tie is a crypto market intelligence provider offering news, analytics, and signal products to institutional and professional traders. It is directly comparable to NS3's News API in producing structured, real-time crypto intelligence for enterprise consumers.
- CryptoPanic: CryptoPanic is an aggregated crypto news platform with sentiment tagging and API access. It competes most directly with NS3's web and API offering for crypto news aggregation and sentiment at the developer and trader level.
- LunarCrush: LunarCrush aggregates social and market intelligence for crypto assets and provides APIs and dashboards to enterprises. It overlaps with NS3 in AI-driven structured intelligence on crypto assets for B2B buyers.
- Santiment: Santiment combines on-chain, social, and development data into market intelligence feeds sold via subscription and API. Like NS3, it sells structured crypto intelligence to exchanges, funds, and crypto-native enterprises.
Broad incumbents
- Kaiko: Kaiko is an institutional crypto market data provider offering pricing, reference data, and analytics APIs. It serves many of the same exchange and institutional customers as NS3 but with a broader data-warehouse focus rather than news intelligence.
- CoinDesk: CoinDesk is a major crypto media outlet whose news content is among the sources NS3 ingests. As a broader incumbent in crypto information, it competes for audience attention and has expanded into data and index products that overlap with NS3's intelligence layer.
Others
- CoinGecko: CoinGecko is both a customer of NS3 and a broad crypto data aggregator with its own news and analytics surfaces. It is comparable as an adjacent ecosystem player that consumes and distributes crypto intelligence at scale.
Emerging players
- Token Terminal: Token Terminal provides on-chain financial data and protocol analytics to institutions and crypto projects. It overlaps with NS3 in serving crypto projects and analytics institutions with structured data products.
- Glassnode: Glassnode provides on-chain and market intelligence to institutional crypto investors via dashboards and APIs. Like NS3, it sells subscription intelligence to on-chain analytics institutions and sophisticated traders, though its primary data is on-chain rather than news-derived.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Assemble AI social profiles
Digital presenceAssemble AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Assemble AI leadership team
Management profileNumber of profiles
Profiles1 record
Assemble AI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Assemble AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Assemble AI
What does Assemble AI do?
Assemble AI operates NS3, an AI-powered crypto news intelligence platform that ingests articles from 20+ trusted crypto media outlets in real time, performs importance classification and six-dimensional structured analysis (summary, key points, market sentiment, similar past cases, opportunities and risks, ripple effect), maps mentioned tokens to market data, and delivers intelligence in 16 languages through consumer mobile apps, a self-serve web platform, and a B2B News API used by Binance and CoinGecko.
Is Assemble AI a public or private company?
Assemble AI is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Assemble AI founded?
Assemble AI was founded in 2020. It employs 11 to 50 people.
Where is Assemble AI based?
Assemble AI is headquartered in Seoul, South Korea, in the Asia region.
How does Assemble AI make money?
Three revenue lines are on record. News API Subscriptions are the primary driver. The others are mobile Application Distribution and web Platform Access.
Who are Assemble AI's main competitors?
Direct peers on record are Messari, The Tie, CryptoPanic, LunarCrush and Santiment. Broad incumbents are Kaiko and CoinDesk. CoinGecko is listed as an others. Emerging players are Token Terminal and Glassnode.
Does Assemble AI have an API?
Yes. NS3 provides a News API that delivers crypto news intelligence data. The API offers four data formats: real-time individual news, importance-ranked Top 10, 24-hour daily briefing, and breaking headlines. It includes structured analysis across six dimensions, token mapping, and 16-language translation. Available to crypto exchanges, forums, communities, on-chain analytics institutions, chain explorers, crypto analytics institutions, and crypto projects. Developer documentation is at docs.ns3.ai/ns3-rss.
What industry is Assemble AI in?
Assemble AI's product category is AI Crypto News Intelligence. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 51929 and its SIC code is 6199.