What Prometei Labs does

Prometei Labs (legal name: Prométéi Labs) is an AI-native autonomous hedge fund that operates its FireSight Pilot Fund using FireSightAI, a proprietary foundational price model built from first principles. The company positions itself around an 'Intelligence Arbitrage' thesis — the systematic extraction of alpha from markets using more intelligent AI models rather than superior data or execution speed. Its core technology combines deep learning and reinforcement learning research at the intersection of sequence modelling, world modelling, and decision theory, designed to handle markets with low signal-to-noise ratios, changing regimes, and adversarial conditions. The system processes real-time order book data (demonstrated on NSE/INR markets) and autonomously generates trading signals and executes trades 24/7 with adaptive risk management and no human in the loop.

FireSightAI is offered as a general-purpose market intelligence system capable of cross-asset, multi-market trading across different risk profiles. The company's primary customer segment is institutional investors seeking AI-driven autonomous trading solutions. Revenue mechanics are not publicly disclosed but would, in a standard hedge fund structure, derive from management fees (typically ~1-2% of AUM) and/or performance fees (typically ~15-20% of returns). No pricing, AUM, fee structure, or specific institutional relationships are disclosed in available source material. No management team, founders, or headcount information is publicly available, and the company appears to operate as a privately-held entity with no disclosed funding rounds or institutional backers.

The company's go-to-market is limited to a single website with thesis, product, fund performance, and contact pages. Operating geographies are anchored in India (NSE/INR), though cross-market expansion is stated as a strategic objective. The company presents live 'alpha performance' metrics on its website, but these are self-reported without third-party audit or independent verification.

Name

Prometei Labs

Legal name

Prometéi Labs

Website

https://prometei.co

Company type

Private

Founded year

2026

Operating status

Operating

Headcount range

1–10 employees

Short description

Prometei Labs is an AI-native autonomous hedge fund whose FireSightAI platform uses proprietary deep learning and reinforcement learning models to predict and trade markets across asset classes with no human in the loop, targeting institutional investors.

Ownership category

akta.pro rank

Product category

Algorithmic Trading Software

NAICS

Funds, Trusts, and Other Financial Vehicles (525)

SIC

Investment Advice (6282)

akta.pro primary industry

Quant Multi-Asset Risk Premia / Alternative Risk Premia (Carry, Value, Momentum, Defensive) (FSAHAEAI)

Keywords

• Autonomous hedge fund
• Algorithmic trading
• AI trading systems
• Quantitative finance
• Predictive market analytics

Headquarters

HQ city

Bangalore

HQ country

India

HQ region

Asia

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Operations

Core offering

Prometei Labs develops and operates FireSightAI, a foundational price model built from first principles using deep learning and reinforcement learning that predicts market movements and autonomously trades across multiple markets, risk profiles, and asset classes. The model is commercialized through the FireSight Pilot Fund, a fully autonomous hedge fund with no human in the loop that delivers institutional-grade alpha via real-time order book signal processing and adaptive risk management.

Product overview

Prometéi Labs offers a unified product ecosystem centered on FireSight AI as the core intelligence engine, which powers the FireSight Pilot Fund as its flagship autonomous investment vehicle. FireSight AI provides the foundational price modelling and market intelligence capabilities, while the Pilot Fund represents the live, institutional-grade implementation of this technology as a fully autonomous hedge fund with no human intervention.

Differentiator

Problem solved

Functional benefit

Brands

• FireSight: Fully autonomous hedge fund managed by FireSightAI. A foundational price model built from first principles leveraging deep learning and reinforcement learning research, operating at the intersection of sequence modelling, world modelling, and decision theory. The pilot fund trades across markets, risk profiles and asset classes with no human in the loop.

Products and services

• FireSight AI FireSight AI is a foundational price model built from first principles that leverages deep learning (DL) and reinforcement learning (RL) research at the intersection of sequence modelling, world modelling, and decision theory. It processes real-time order book data to detect market inefficiencies and generate trading signals for autonomous execution across multiple markets and asset classes. Designed for institutional capital allocators and the firm's own hedge fund operations.
• FireSight Pilot Fund The FireSight Pilot Fund is a fully autonomous hedge fund managed by FireSightAI with no human in the loop. It trades across markets, risk profiles, and asset classes, delivering consistent alpha through real-time signal processing, adaptive risk management, and institutional-grade execution. Targeted at institutional investors seeking exposure to AI-managed alpha strategies.

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature1 record

Recent moves4 records

Expansion highlights3 records

Broad incumbents

• Bridgewater Associates: Bridgewater is the largest macro/systematic hedge fund, running systematic, rules-based strategies across global markets. While its approach is macro rather than equity-focused, its systematic, model-driven cross-market trading is broadly comparable in category.

Direct peers

• Man Group: Man Group operates systematic and quant hedge fund strategies (notably Man AHL) using machine learning and trend/risk premia models across global markets — a directly comparable systematic multi-asset quant fund.
• Renaissance Technologies: Renaissance Technologies is the preeminent quantitative hedge fund, running the Medallion Fund using systematic, model-driven trading across many markets and asset classes. It is the closest direct peer to Prometei's claim of AI-driven, model-native trading.
• D. E. Shaw & Co. DE Shaw is a quantitative investment and technology firm running systematic, model-driven strategies across global equities and derivatives, with deep use of computational methods — a strong direct peer in systematic hedge fund operations.
• AQR Capital Management: AQR is a quantitative investment firm running systematic, factor-based and alternative risk premia strategies across global asset classes. Its multi-asset systematic approach is directly comparable to Prometei's cross-asset AI model.
• Two Sigma Investments: Two Sigma is a quantitative hedge fund applying machine learning, distributed computing, and large-scale data science to systematic trading across equities, futures, and other asset classes — directly comparable to FireSightAI's deep learning approach.
• Hudson River Trading: HRT is a quantitative trading firm using machine learning and algorithmic execution across equities, futures, options, and crypto. Its autonomous, model-driven execution makes it a directly comparable peer.
• WorldQuant: WorldQuant is a quantitative investment firm that develops and deploys systematic alpha signals across global markets using model-driven approaches, with a heavy emphasis on alpha research platforms — comparable to a model-first AI hedge fund.
• Citadel LLC: Citadel is a multi-strategy hedge fund with a major quantitative equities arm (Citadel Securities) using systematic, AI/ML-driven trading across asset classes and geographies — directly comparable in cross-asset, model-based execution.

Emerging players

• Numerai: Numerai is an AI/crowd-sourced hedge fund that crowdsources machine learning models from data scientists to drive a meta-model trading equities and crypto. It is an emerging peer in the AI-native hedge fund category that Prometei explicitly targets.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights5 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

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 Prometei Labs