Work

Satellite Data and Artificial Intelligence for FINtech

Year: 2026

Type: article

Abstract: The SAIFIN project (Satellite data and Artificial Intelligence for FINtech) develops a novel algorithmic trading system that integrates satellite imagery, financial data, and advanced artificial intelligence to enhance decision-making, particularly in commodity and agricultural markets. This paper presents the motivation, design, implementation, and validation of the SAIFIN framework. Leveraging alternative data and modular multi-agent architectures, SAIFIN aims to deliver robust, context-aware trading signals in diverse market conditions.

Source: Forecasting

DOI: 10.3390/forecast8010017

Authors: Alberto Garinei, Massimiliano Proietti, Alessandro Vispa, Stefano Speziali, Giovanni Bartolini, Marcello Marconi, Emanuele Piccioni, Matteo Martini, Francesca Fallucchi, Romeo Giuliano, Ernesto William De Luca, Umberto Di Matteo, Valerio Lemma

Institution: Marconi University

Language: English

Topic: Stock Market Forecasting Methods

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: gold

Estimated APC paid: $2,172

OpenAlex ID: W7128814731

FWCI:

Cites: 23

Cited by:

Related to: