About this Demo
This demo showcases an AI‑driven investment workflow running on a small GPU compute for a small equity universe. Demo uses public available data souces. Machine‑learning and neural‑network models are trained on pricing data, economic indicators and transformed alternative news, then validated out‑of‑sample and via backtests—backtest metrics inform most agents. A lightweight LLM handles AI tasks and agentic decision‑making, while linear‑programming optimizes portfolios for Sharpe ratio. With more compute and richer data, the models will sharpen further, making this a fully native AI investment platform. It is an attempt to integrate data, financial modeling, portfolio optimization using AI and engineering.
About Demo
Contact: contact@ivstudio.app
Investment Intelligence Dashboard

AI investment platform from data to portfolios.

IVStudio is an Investment Virtual Studio—a swarm of AI agents that jointly analyze markets, sectors, and individual companies, delivering a unified, AI‑powered decision framework. This demo is equity focused, each agent’s signals and models are evaluated—with weak signals discarded and only the strongest retained —and these metrics are used to inform the final, risk‑aware portfolio construction. Human‑in‑the‑loop oversight ensures that every AI contribution is reviewed, enabling complete coverage and decisive investment decisions.

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