Back to Home

AI-Powered "Operating System" for the Buy-Side

We build the OS for AI-empowered investing and digital assets.

Foundational infrastructure for asset managers, hedge funds, and institutional investors, enabling buy-side firms to build their own intelligent investment solutions. Our battle-tested AI-powered operating system is already deployed at scale, providing the computational foundation for next-generation buy-side financial institutions.

The Evolution of Buy-Side Automation

From legacy systems to AI-powered infrastructure - the complete transformation journey for asset managers and institutional investors

Yesterday

  • Semi-manual processes
  • Isolated legacy systems
  • Reactive decision-making
  • Limited scalability
→

Today

  • AI-powered automation
  • Integrated platform
  • Predictive analytics
  • Cloud scalability
→

Tomorrow

  • AI-powered OS for buy-side
  • Public market sleeve portfolios
  • Private market digital assets
  • Institutional tokenization

Total Solution Suite

Five comprehensive solutions powered by our core AI/Graph Neural Netowrk engine, delivering institutional-grade performance across all asset classes, public markets and private markets.

1

Manufacture & Manage Investment Products

A full-stack platform to build and run investment strategies—from alpha generation and portfolio construction to automated reporting and investor portal updates, managing meaningful AUM by licensed asset managers.

  • Alpha generation & backtesting with abilty to accomodate your own "secret sauces"
  • Portfolio first-time construction and automated on-going rebalancing
  • Auto collection of free structured/unstructured data integrated with subscription sources
  • Automated generation of rebalancing, company research and more than 20 portfolio reports
  • Auto trade execution & confirmation capture
  • Secure investor portal updates (embeddable via iFrame with end-investor security)
  • Fully API-enabled with both easy & professional UIs
2

Distribute Investment & Insurance Products

AI-powered distribution platform with high-accuracy product recommendations for complex financial profiles, enabling compliant digital and in-person sales, in deployment at tier-1 global bank.

  • AI recommender for investor profiles with 50+ fields
  • At/Near 100% in-sample accuracy for compliance clarity
  • "Add-on" coverage triggers specified by customize rules
  • Ability to partially retrain models with new customer behavior
  • Digital sales channel enablement with local language support
  • Customizable product catalog by region or segment
  • (Beta) Local-language AI Chatbot for front-line conversational interaction
3

White-Label Investment Strategies

Immediately deployable, institution-grade strategies, already white-labeled by top-tier US investment bank, with regulated ISIN notes forthcoming.

  • Selected Portfolio Indices listed on Bloomberg
  • Single Market Strategies: Greater China and Hong Kong, Taiwan, Korea, US (Broad Market), US (Tech & Biotech), Japan, Australia
  • Multi-Strategy: Multi-market Alpha, with Auto Stop-Loss Triggers as client options
  • Arbitrage Strategies: Treasury Arbitrage, Crypto Arbitrage
  • All strategies showing statisitcallly significant and cosnistent alpha
  • (Forthcoming) ISIN notes for regulated distribution
4

Private Market Investment Projects

Proprietary AI/graph engines solving complex stochastic optimization problems for large-scale real assets projects, such as in renewable energy.

  • AI/Graph engine for stochastic optimization
  • DCRNN/MARL control of chemical processes
  • 2-3X efficiency gains in renewable energy generation
  • FEED (front-end engineering & design) project in Scotland with governemnt support
  • 100MW+ scale production deployments in discussion
  • Hydrogen derivatives production (methane, methanol) for blending with traditional fuels to meet post-2030 legal requirements
  • Compartment structure can be easily replicated for other private investment projects

AI/Graph Neural Network Real-Time Stochastic Control/Optimization Engine

5

Digital Assets & Tokenization

End-to-end tokenization platform for creating, managing, and trading digital assets, from paper-backed tokens to fully digital assets.

  • Paper assets issued in Luxembourg coupled with utility tokens for simpler distribution
  • Convertible-style financing for producers (precious metals, oil/gas)
  • Transition financing for renewable energy
  • USD 100M+ in assets pledged as collateral
  • Secured custody at free port facilities
  • (Beta) Direct digital assets based on smart contracts
  • (Forthcoming) Closed-end funds as tradable tokens
  • (Forthcoming) Custody & trading with institutional security

OS for Buy-Side: Your Complete AI Infrastructure

Just as the Big Techs provide cloud infrastructure for the tech industry, we provide AI infrastructure for the buy-side. Build or customize your own intelligent investment analytics platform on our proven operating system seeded by over 10 years of R&D grants.

Core AI/Graph Engine

Self-calibrating machine learning models for predictive analytics, automated portfolio construction/rebalancing, and real-time market regime detection. Continuously learns from live market data, including unstructured data such as news and social media.

Graph Intelligence Layer

State-of-the-art graph theory applications modeling financial markets as dynamic networks. Identify systemic relationships and hidden structures in complex, high-dimensional financial datasets. Continuously compute your best next moves.

Quantum-Ready Architecture

Certain highly complex computations are built with quantum-ready libraries for exponential scaling. Ready for quantum advantage as hardware matures, with GPU-based, fully-compliant quantum simulation capabilities today.

Upgrade to AI-Powered Buy-Side Intelligence

Join leading asset managers and institutional investors already leveraging our AI-powered operating system.

Email "enquiries@hedgespa.com" Visit "Contact Us" Page

In case your browser blocks email links, please email us directly at enquiries@hedgespa.com.