We are developing solutions in key areas of investment management that address some of the major pain points the industry is facing. Persistent distortions and inefficiencies in the financial markets, as well as complexities with machine learning development and talent scarcity, create unnecessary frictions and barriers, lead to mispricing of securities and risk, and ultimately increase costs – are some of the challenges our solutions can help to overcome.
By leveraging recent advances and applying the most cutting-edge technologies in Classical and Quantum Machine-Learning, we are able to:
Gain Deeper Insights
Discover Hidden Patterns & Anomalies
Systematically Exploit Market Inefficiencies
Deliver Superior Results
Subscribe To The Future Of Investing
The subscriptions provide access to Adaptive Finance Technologies portal. This portal consists of a dashboard with portfolio holdings and its characteristics, such as market cap, revenue, valuation metrics etc. Portfolio holdings are for the current investment horizon (i.e. current week), but also allow users to navigate through the entire history of previous portfolio picks, either by clicking through each historical period, or selecting a specific date in the calendar. New portfolios are being constructed every week (our investment horizon) using a fully systematic strategy based on our AI-driven model that constantly learns and adapts to evolving market dynamics. This investment strategy only considers the largest and most liquid U.S. equities, roughly representing the S&P 500 universe. The algorithm combines over 450 different features and metrics per each stocks, into AI model which has been trained to recognize short to medium-term emerging and persisting trends in the market. Our quantum machine learning algorithm is trained by a hybrid system involving both quantum annealing, run on D-Wave’s Advantage system, and classical optimization methods. Highest ranked stocks based on the model’s conviction for the likelihood of outperformance (above a threshold), what we call a QML score, are then selected into the portfolio.
This process runs over the weekend and the new list of portfolio holdings is being ready every Monday morning (if it’s not a market holiday, otherwise the next business day). We have backtested this strategy for several years and after seeing promising results, have been running it live since 2019.
We are developing solutions in key areas of investment management that address some of the major pain points the industry is facing. Persistent distortions and inefficiencies in the financial markets, as well as complexities with machine learning development and talent scarcity, create unnecessary frictions and barriers, lead to mispricing of securities and risk, and ultimately increase costs – are some of the challenges our solutions can help to overcome.
Visit here for more details: www.indiegogo.com
