Leveraging artificial intelligence to help asset managers better grasp the complexity of financial markets and make informed investment decisions

Projektinformationen

Ai For Alpha

ID Finanzhilfevereinbarung: 101113615

DOI

10.3030/101113615

Projekt abgeschlossen

EK-Unterschriftsdatum 31 Mai 2023

Startdatum 1 Juni 2023

Enddatum 31 März 2024

Finanziert unter

• European innovation ecosystems

Gesamtkosten

Keine Daten

EU-Beitrag

€ 75 000,00

Koordiniert durch

A.I. FOR ALPHA
France

Periodic Reporting for period 1 - Ai For Alpha (Leveraging artificial intelligence to help asset managers better grasp the complexity of financial markets and make informed investment decisions)

Berichtszeitraum: 2023-06-01 bis 2024-03-31

Zusammenfassung vom Kontext und den Gesamtzielen des Projekts

Ai For Alpha is a solution based on the latest artificial intelligence techniques to help investment professionals in their management decisions. From our previous experiences in finance, we realised that information flows faster and faster and is sometimes contradictory. It is impossible as a human to analyse all these different signals at the same time to anticipate their impact on the markets. Our vision is that today, in an increasingly complex world, the asset manager needs the machine to outperform his process. This is augmented intelligence. In our view, the machine will not replace the manager, it is a decision-support tool.

We have developed a Deep Learning solution to help managers analyse the impact of a considerable quantity of market data (economic and financial data, changes in prices in commodities, currencies, volatility, credit spreads, etc.). Depending on market conditions, the model helps the manager to anticipate regime changes and adapt to the market environment to determine the best investment timing. The significant advantage of our solution is that the manager can see which market information explains the regime expectations at any time. Unlike other AI models that are often black boxes, the manager here understands the model's decisions and has a better understanding of the market's drivers.

The objective of our proposed work is to scale our solution and offer an online platform to help asset managers and financial professionals understand key drivers of financial markets and build resilient asset allocations.

Arbeit, die ab Beginn des Projekts bis zum Ende des durch den Bericht erfassten Berichtszeitraums geleistet wurde, und die wichtigsten bis dahin erzielten Ergebnisse

We have developed a web platform to industrialize the solution and scale it to a large number of clients. Our objective is to help our clients manage the huge quantity of market information to better decrypt financial markets.

To achieve this, we have developed a SaaS platform for our end users. All clients and prospects can receive a login/password to access our market signal and/or tailor made allocations.


All prospects can now have a free trial on https://clientzone.aiforalpha.com/ and access standardized market signals such as
- News Keywords (based on NLP technology)
- New summary based on LLMs (chat gpt)
- Proprietary Stress Indes on financial markets
- Main trends by asset class
- Market classification based on AI clustering methods
- Anticipation of market regime shifts on equity indices

Propsects and clients can also access tailor-made allocations based on the above market signals.

Fortschritte, die über den aktuellen Stand der Technik hinausgehen und voraussichtliche potenzielle Auswirkungen (einschließlich der bis dato erzielten sozioökonomischen Auswirkungen und weiter gefassten gesellschaftlichen Auswirkungen des Projekts)

To promote the platform, we have developed a strong activity on social networks (linked-in) where we now have more than 5,000 followers and organised various webinars with partners such as Bloomberg or consulting firms. We have also developed a marketing strategy to reach prospects via linked-in or emails (lead generation, dedicated messages…).

We have used our prospects database to promote the solution through a test period.

Snapshot - Ai For Alpha New Summary

Snapshot - Ai For Alpha New Keywords

Snapshot - Ai For Alpha Stress Index

Snapshot - Ai For Alpha Trend Signals