Minerva AI

What Minerva AI does

Minerva AI is a privately held, founder-led firm that combines financial engineering with artificial intelligence to run quantitative trading strategies. Its flagship platform applies deep learning algorithms to more than three billion data points to identify price patterns and generate alpha, and the firm self-describes as a 'Technology firm whose business model happens to be Hedge Funds' rather than a traditional hedge fund with added technology. The system is marketed as scalable across multiple asset classes, geographies, and AUM sizes, with claims of a high Sharpe ratio across both managed accounts and licensed strategies.

The company monetizes through two channels: managed accounts for institutional and qualified investors, and licensing of proprietary strategies to hedge funds and asset managers, with fee structures based on AUM and licensing terms. Its target customer base comprises institutional investors (hedge funds, asset managers) as the primary segment and high-net-worth individuals/family offices as a secondary segment. Distribution is conducted via direct enterprise sales with no disclosed marketing channels beyond the corporate website.

Minerva operates from Pune, India with an additional Mumbai contact line, while company material also references a U.S. operating base. The firm is small (1–10 employees), led by Founder & CEO Mihir Shah, and discloses no funding rounds, patents, named institutional clients, or third-party performance audits. Key gaps include incorporation jurisdiction, capitalization, AUM, and verifiable track record.

Name

Minerva AI

Legal name

Minerva AI

Website

https://minerva-ai.capital

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Minerva AI is a small, founder-led quantitative trading firm that applies deep learning algorithms to financial data, offering managed accounts and licensed strategies to institutional investors and high-net-worth clients globally.

Ownership category

akta.pro rank

Product category

AI Quantitative Trading Platform

NAICS

Portfolio Management and Investment Advice (523940)

SIC

Security & Commodity Brokers, Dealers, Exchanges & Services (6200)

akta.pro primary industry

Algorithmic Trading & Execution Platforms (FSAFANAN)

Keywords

• AI quantitative trading
• Algorithmic trading platform
• Deep learning finance
• Hedge fund strategies
• Systematic investing

Headquarters

HQ city

Pune

HQ country

India

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Managed Accounts: Direct investment management through managed accounts for institutional and qualified investors
2. Licensed Strategies: Licensing of proprietary trading strategies to hedge funds and asset managers generating fees based on AUM or performance

Go-to-market motion1 record

Distribution channels1 record

Marketing channels1 record

Core offering

Minerva AI builds and operates an AI-based quantitative trading and investing platform that applies deep learning algorithms to billions of financial data points to identify price patterns and generate alpha. The firm runs managed accounts and licenses proprietary trading strategies, deploying real-time AI models across multiple venues, asset classes, and geographies for institutional and qualified investors.

Product overview

Minerva AI offers a unified AI-powered quantitative trading and investing platform. The core offering combines Financial Engineering and Artificial Intelligence through Deep Learning Algorithms that process billions of data points to identify price patterns and generate alpha. The platform operates real-time AI models across multiple venues, providing managed accounts and licensed strategies. Minerva positions itself as a 'Technology firm whose business model happens to be Hedge Funds,' emphasizing its technology-first approach to quant trading with scalability across asset classes, geographies, and AUM sizes.

Differentiator

Problem solved

Functional benefit

Products and services

• AI-based Quant Trading Platform

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature3 records

Scale indicators3 records

Recent moves1 record

Expansion highlights5 records

Direct peers

• Two Sigma: Two Sigma is a technology-driven quantitative hedge fund that applies AI, machine learning, and distributed computing to systematic trading. It is the closest comparable to Minerva AI on the technology-first, AI-native quant operating model.
• DE Shaw & Co. DE Shaw is a pioneer quantitative investment firm that combines computational finance and fundamental insights to deploy systematic strategies. Its blending of engineering and finance mirrors Minerva AI's positioning.
• Renaissance Technologies: Renaissance Technologies is the canonical quant hedge fund, using scientific and mathematical modeling, including machine learning, to execute automated trading strategies. It defines the upper bound of Minerva AI's competitive set.
• WorldQuant: WorldQuant operates a global quantitative research platform with thousands of alpha-generating signals, many produced by an external research community. It is a direct peer on systematic alpha generation and strategy platforming.
• Tower Research Capital: Tower Research Capital is an algorithmic trading firm that uses quantitative and high-frequency strategies across global markets. It is directly comparable to Minerva AI on the use of technology to extract alpha across multiple venues in real time.
• Hudson River Trading: Hudson River Trading is a quantitative trading firm applying machine learning, mathematics, and computer science to liquidity provision and algorithmic trading. Its technology-centric core maps closely to Minerva AI's positioning.
• Jump Trading: Jump Trading is a global algorithmic trading firm that builds quantitative systems for pricing, hedging, and executing across asset classes. It is comparable to Minerva AI on real-time, multi-venue, AI-driven execution.

Broad incumbents

• AQR Capital Management: AQR is a large, established quantitative and systematic asset manager offering factor, alternative, and risk parity strategies to institutional clients. It is a broader incumbent that competes for institutional and family-office capital against Minerva AI.
• Citadel: Citadel is one of the world's largest alternative asset managers with a major quantitative strategies business. While much larger and broader in scope, it serves overlapping institutional clients and channels into algorithmic, AI-driven alpha.
• Man Group: Man Group is a publicly listed, large-scale active investment manager with a leading systematic and quantitative unit (Man AHL). It is a broader incumbent providing systematic alpha products that compete for the same institutional mandates Minerva AI targets.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/minerva-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

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 Minerva AI