Introducing PNN® AI Machine

Automating asset trendspotting (Shiller & Fama 2013), PNN is the first Asset Trendspotting AI® machine by AIHPC® cloud to help asset managers optimize portfolios for investment success.

PNN® Dashboard continously forward/back tests stock predictions

PNN® Options Sentiment Pricing cross validates PNN charts

PNN® Institution provides on-demand PNN charts

PNN® Forward Valuation helps PE/VC with M&A positioning

About PNN

The first Trendspotting AI®

Predictive Neural Nets (PNN) - Predict long-term trends of assets (equity, ETF, mutual funds, cryptocurrency) by Trendspotting AI® for investment success.

-- Since its inception (2010 in Maryland USA), our team has been developing the intellectual property of PNN AI (methods, systems and the patent) in stealth mode. Recent adoption requests from institutional asset managers and investors indicate the significant financial values of the PNN ecosystem.

  • Mission - PNN offers FinTech AI-BigData-Cloud (ABC) innovations to answer "Is the Market Rigged?" and "How to Outperform Warren?"
  • Differentiation - 1) FinTech ABC innovation to extend Shiller and Fama 2013 Nobel work on trendspotting in asset markets; 2) rigorous investment process with AI and human intelligence; 3) cross validation by relevant assets; 4) Web and mobile interface - easy to use anytime anywhere; 5) PNN apps ecosystem; 6) Automated big data collection, machine learning models building, models selection on accuracy, visualization, and cross validation; 7) Superb back-test and forward-test accuracy.
  • Types of PNN Partners
    A) Asset managers - pick stocks based on PNN forward pricing to create winning PNN portfolios, funds, family offices;
    B) Investment bankers - help CEOs use PNN forward pricing approach to choose the best mergers & acquisitions strategy;
    C) Public companies - help CEOs buy back stocks to lift share prices by PNN forward pricing strategies;
    D) Hedge funds - may choose Do It Yourself by PNN institutions subscriptions
    E) Brokers - leverage PNN Rating with buy/sell/hold recommendations for individual stocks and funds
    F) Resellers to Partner A to E

Meet our team

Take a look at our ecosystem

Our Flagship Product is PNN Charts for Managed Accounts - Trendspotting Top Tickers

PNN Dashboard

How to pick stocks on forward pricing? 1) PNN charts visualize asset trendspotting outcome with AI algorithms to help asset managers optimize investment allocations; 2) PNN dashboard aggregates PNN charts to continously forward and back test stock predictions.


Powered by AIHPC® cloud (see AIHPC book), PNN is an ABC (AI-BigData-Cloud) innovation to automatically train, optimize and validate machine learning models to predict trends of individual asset prices.

PNN for Buyback

How to optimize share buyback programs (BBP) for CEOs? The PNN solution helps CEOs plan and optimize share buyback programs to improve EPS, P/E ratio, and share performance.

Wiley Book

Why rigorous investment research? Read High-frequency Trading Models by a world-renowned publisher that summarizes the FinTech graduate teaching of a top university (JHU).

Some of our Partners

Our partners' testimonials

Feel free to contact us

For institutional investors, email to request PNN charts for investment success.