Brain

What Brain does

Brain is a privately held Italian research company, founded in 2016 and headquartered in Milan, that builds proprietary alternative datasets, signals, and algorithms for institutional investors. It sells to investment management firms, quantitative trading firms, and systematic fund managers through a B2B enterprise sales motion, distributing via direct delivery (AWS S3, FTP, API, dashboards, email reports) and through major alternative-data marketplaces and data clouds including Bloomberg Enterprise Quants, Snowflake Marketplace, AWS Data Exchange, Datarade, Eagle Alpha, and Neudata.

Its product portfolio centers on the "Brain Platform," which combines Natural Language Processing, a customized proprietary Large Language Model hosted on internal GPU infrastructure, supervised and unsupervised Machine Learning, and a proprietary walking-forward backtesting and validation framework. The company offers roughly ten datasets: Brain Sentiment Indicator (10,000+ global stocks, 33 languages), Machine Learning Stock Ranking for US/European stocks across multiple horizons, Market Sentiment, Risk ON/OFF signals (VIX-based and macro-stress), Language Metrics on Company Filings (6,000+ US stocks), Language Metrics on Earnings Calls Transcripts (~7,000 global stocks), Wikipedia Page Views for the top 1,000 US companies, News Topics Analysis with LLM, Combined Sentiment, and Machine Learning Signals on Cryptocurrencies (with a disclosed Sharpe ratio above 2 on hourly liquid-pair strategies). Complementary products include the Market Monitor Dashboard, Thematic Baskets, an Alternative Data Validator service, and Clustering of Market Scenarios.

Brain's revenue model is built on quote-based enterprise dataset subscriptions (annual licensing via S3, FTP, API, or dashboard) supplemented by professional services for custom algorithm development and validation. Pricing is not publicly disclosed, and the company offers free historical-data trials as a top-of-funnel mechanism. The firm is founder-controlled (CEO/CTO Francesco Cricchio and Executive Chairman Matteo Campellone, both PhD physicists), operates with 1–10 employees, and lists Tenity as a disclosed 2022 engagement; no venture funding amount, revenue, or external institutional investors are reported.

Name

Brain

Legal name

Brain

Website

https://braincompany.co

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

1–10 employees

Short description

Brain is a Milan-based research company that builds proprietary alternative datasets and AI-driven signals (NLP, LLM, ML) for institutional investment management firms, quantitative traders, and systematic fund managers, distributed via enterprise data delivery and major alt-data marketplaces.

Ownership category

akta.pro rank

Headquarters

HQ city

Milan

HQ country

Italy

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Proprietary Datasets Sales: Brain sells proprietary alternative datasets including sentiment indicators, language metrics, and stock rankings to investment management firms. Datasets are delivered via S3 bucket, FTP, API, or dashboard access.
2. Algorithm and Model Services: Assists investment management firms in developing proprietary algorithms through partnership in model development and algorithm validation and optimization services.
3. Custom Strategy Development: Provides customized investment strategy development using clustering of market scenarios with asset selection input.

Pricing tiers

Go-to-market motion2 records

Distribution channels8 records

Marketing channels6 records

Core offering

Brain is a research company that develops and sells proprietary alternative datasets and algorithmic signals for investment strategies. It combines Natural Language Processing, Machine Learning, and statistical modeling to produce sentiment indicators, stock rankings, risk signals, language metrics on filings and earnings calls, thematic baskets, and cryptocurrency signals, delivered via S3 buckets, FTP, APIs, dashboards, and email reports to institutional investment management firms.

Product overview

Brain is a research-focused company that creates proprietary datasets and algorithms for investment strategies, combining experience on financial markets with strong competencies in Statistics, Machine Learning, and Natural Language Processing. The product portfolio centers on the Brain Platform which combines NLP and ML algorithms with statistical approaches to generate alternative data signals and datasets for investors. Core offerings include multiple specialized datasets: Brain Sentiment Indicator (BSI) monitoring 10,000+ global stocks; Brain Machine Learning Stock Ranking (BSR) for daily predictions; Brain Market Sentiment (BMS) for market mood scoring; Risk ON/OFF Signals using volatility and macro indicators; Brain Language Metrics on Company Filings (BLMCF) for 6,000+ US stocks; Brain Language Metrics on Earnings Calls Transcripts (BLMECT) for 7,000 global stocks; Brain Wikipedia Page Views (BWPV) for investor attention; News Topics Analysis with LLM; Brain Combined Sentiment (BCS); and Machine Learning Signals on Cryptocurrencies. These datasets are accessible via Market Monitor Dashboard, and combined in products like Thematic Baskets (Cybersecurity, 3D Printing, Cell Therapy, Nanotechnology, etc.), Alternative Data Validator, and Clustering of Market Scenarios. The platform is powered by proprietary NLP, LLM, supervised and unsupervised ML, and backtesting modules, with professional services for algorithm development and validation.

Differentiator

Problem solved

Functional benefit

Products and services

• Brain Sentiment Indicator (BSI) Measures the mood on more than 10,000 global stocks, major sectors, currencies, commodities and crypto based on analysis of financial news using Natural Language Processing techniques and LLMs. Targeted at institutional investment management firms.
• Brain Machine Learning Stock Ranking (BSR) Daily stock ranking based on predicted returns of a universe of the largest US and European stocks across multiple time horizons using ensemble machine learning classifiers. Targeted at quantitative investors and systematic fund managers.
• Brain Market Sentiment (BMS) Daily score on the general mood of the market by automatically clustering thousands of news from most popular financial media by topic and calculating sentiment. Targeted at institutional investors tracking overall market sentiment.
• Risk ON / Risk OFF Signals (DVS and BDA) Risk ON / Risk OFF signals based on VIX statistical indicators and measures of financial stress and macro-economic environment for portfolio allocation strategies. Targeted at asset managers implementing dynamic asset allocation.
• Brain Language Metrics on Company Filings (BLMCF) Monitors language metrics including financial sentiment, language type classification, readability, and document similarity on 10-K and 10-Q filings for 6,000+ US stocks. Targeted at quantitative analysts and fundamental investors.
• Brain Language Metrics on Earnings Calls Transcripts (BLMECT) Monitors language metrics on quarterly earnings call transcripts of approximately 7,000 global stocks including financial sentiment, language type classification, readability, and document similarity. Targeted at quantitative and event-driven investors.
• Brain Wikipedia Page Views (BWPV) Monitors Wikipedia page views as a proxy for investor interest in the top 1,000 US companies using a buzz metric to assess attention variations. Targeted at behavioral and attention-based investors.
• Brain News Topics Analysis with LLM Customized LLM monitoring specific topics and their sentiment within financial news flow for approximately 1,000 US stocks across 9 monitored topics. Targeted at investors interested in topic-specific sentiment tracking.
• Brain Combined Sentiment (BCS) Aggregated sentiment metrics for US stocks derived from news articles, earnings calls, and filings combined into a single file with a combined sentiment score. Targeted at investors seeking consolidated sentiment data.
• Brain Machine Learning Signals on Cryptocurrencies Middle-frequency trading signals for cryptocurrencies based on systematic strategies combining momentum and mean-reversion trends, with hourly updates for liquid pairs. Targeted at crypto quant trading firms.
• Market Monitor Dashboard Dashboard for monitoring markets through Brain proprietary signals and a snapshot of Brain alternative datasets, providing a complementary view to common market data. Targeted at institutional investors seeking consolidated access to Brain datasets.

Quantifiable outcome

• Sharpe ratio above 2 for hourly cryptocurrency trading strategies
• +1 more outcomes

Named customers2 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature15 records

Partnerships

Twelve partnerships are on record, tiered core, major and minor.

• BloombergcoreTechnology or IntegrationBrain datasets are distributed through Bloomberg Enterprise Quants platform, providing access to Bloomberg terminal users. The partnership enables institutional clients to access Brain's alternative data signals through Bloomberg's distribution network.
• SnowflakecoreTechnology or IntegrationBrain datasets are available on Snowflake Marketplace, allowing seamless integration with Snowflake's data cloud infrastructure for enterprise clients.
• Crux InformaticsmajorChannel Partner/ Reseller/ DistributorCrux Informatics aggregates and distributes alternative data to institutional clients. Brain is featured in their supplier spotlight and case studies for NLP and ML strategies.
• CityFALCONminorChannel Partner/ Reseller/ DistributorFinancial news aggregator partner providing data feeds that may be used in Brain's sentiment analysis datasets.
• Eagle AlphaminorChannel Partner/ Reseller/ DistributorAlternative data marketplace partner connecting data providers with institutional investors.
• NeudataminorChannel Partner/ Reseller/ DistributorAlternative data intelligence platform that curates and distributes alternative datasets to hedge funds and asset managers.
• QuantpediamajorStrategic or Co-development PartnerQuantpedia conducts academic research using Brain datasets and publishes case studies demonstrating applications of Brain's alternative data in trading strategies.
• DatarademinorChannel Partner/ Reseller/ DistributorAlternative data marketplace that lists Brain's datasets for discovery by institutional data buyers.
• AWS Data ExchangemajorChannel Partner/ Reseller/ DistributorBrain datasets are available through AWS Data Exchange, enabling AWS customers to discover and purchase alternative data within their AWS accounts.
• QuantConnectmajorStrategic or Co-development PartnerQuantConnect provides a quantitative trading platform where Brain's datasets are used in published use cases such as sector rotation based on news sentiment.
• QuantedmajorChannel Partner/ Reseller/ DistributorAlternative data aggregator and consultant that features Brain in case studies and helps institutional clients evaluate Brain's datasets.
• AieracoreTechnology or IntegrationAiera provides global earnings calls transcripts for approximately 7000 global stocks used in Brain's Language Metrics on Earnings Calls Transcripts dataset.

Scale indicators10 records

Recent moves6 records

Expansion highlights5 records

Others

• Eagle Alpha: Eagle Alpha is an alternative data intelligence and marketplace platform that helps institutional buyers discover and evaluate datasets — including Brain's. It is an ecosystem enabler and distribution partner rather than a direct competitor, but its coverage of the same buyer workflow makes it thematically comparable.
• Neudata: Neudata is an alternative data intelligence platform curating and advising on datasets for hedge funds and asset managers. Like Eagle Alpha, it operates in Brain's buyer-procurement funnel as an intermediary and evaluator rather than a competing data producer.

Direct peers

• Thinknum: Thinknum provides alternative datasets including web-scraped fundamentals, job postings, and company metrics for quantitative investors, overlapping with Brain's alternative data universe and target institutional customer base.
• RavenPack: RavenPack is a direct competitor that produces NLP-based sentiment and event-driven alternative data signals for hedge funds and asset managers, closely overlapping with Brain's Brain Sentiment Indicator (BSI) and News Topics Analysis products. Both target institutional quant buyers with similar sentiment analytics.
• Wall Street Horizon: Wall Street Horizon provides corporate event and earnings-related alternative data to institutional investors, sharing the same buy-side quant customer profile and alt-data distribution model as Brain's earnings-call and filings datasets.
• Accern: Accern provides AI-powered alternative data and sentiment analytics for financial institutions, including news-based signals and NLP pipelines for investment workflows. It competes head-to-head with Brain on news sentiment and entity-level text analytics for the same quant and asset management buyer.
• MarketPsych: MarketPsych produces sentiment and theme data derived from financial news and social media, sold to institutional investors as alternative data feeds. It is one of the closest direct competitors to Brain's BSI and thematic baskets offerings in the news-sentiment category.
• Prattle (Liquidnet): Prattle, now part of Liquidnet, was a leading provider of central-bank communications sentiment and equity-event analytics — a direct NLP-for-finance peer whose acquisition by Liquidnet illustrates the consolidation dynamics in the alt-data space where Brain operates.

Emerging players

• Trefis: Trefis builds quantitative models and forecasts for individual stocks using alternative data and machine learning, partially overlapping with Brain's stock-ranking and thematic-basket products but oriented more toward retail/prosumer dashboards.

Broad incumbents

• AlphaSense (Sentieo): AlphaSense, which acquired Sentieo, is a broader market intelligence platform offering NLP-based search across filings, transcripts, and news for institutional research. It overlaps with Brain's BLMCF and BLMECT datasets as a more general-purpose, larger incumbent serving similar buy-side clients.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/11072928

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Brain