RISKCHAIN

Supply Chain Risk Simulator

Introduction

Global agriculture-based supply chain networks face growing risks due to climate change, regulatory pressure, and supplier instability. Riskchain aims to address these vulnerabilities by enhancing current tools with advanced AI, Earth Observation (EO) data and non-EO data to simulate, anticipate, and mitigate risks. The simulator builds on a tested Minimum Viable Product (MVP) and transforms it into a scalable, user-focused platform that empowers decision-making across climate-sensitive supply chains.

Objectives

The overall objective of the proposed research is to develop a comprehensive framework for addressing supply chain disruptions and regulatory risks by leveraging advanced AI simulation techniques and EO data. The framework will enable industries to evaluate the potential impact of variables like increased rainfall, droughts, or rising vulnerabilities on their suppliers.

To achieve this, the project simulates “what-if” scenarios, models climate risks, and integrates EO and non-EO data with AI to improve prediction and planning. It embeds sustainability and explainable AI to build trust, while ensuring scalability and measuring business impact.

Space-driven Innovation

This project leverages EO data from satellites to feed high-resolution, real-time environmental indicators into the risk simulation tool. EO data is fused with socioeconomic, regulatory, and operational datasets to build a comprehensive risk profile of suppliers.

Impact on climate resilience

Riskchain promotes climate resilience by:

Helping companies anticipate and plan for environmental disruptions.
Supporting the adaptation of global supply chains to regulatory and climatic pressures.
Empowering vulnerable suppliers with tools for compliance and sustainability.
Enhancing companies’ ability to meet environmental standards and reduce emissions.

This proactive risk management approach strengthens operational continuity, boosts regulatory alignment, and contributes to a more climate-resilient global economy.

From Lab to Market: Clients and Commercial Roadmap

Riskchain is designed for industries dependent on agriculture-based global supply chains, including cosmetics, food, pharmaceuticals, and textiles.

The product delivers a strong value proposition by helping companies anticipate climate impacts, assess supply chain vulnerabilities, and comply with sustainability standards. Through dynamic “what-if” simulations and contingency planning, users can test scenarios and mitigate potential disruptions.

The solution targets a growing niche within this market: supply chains seeking AI-enhanced EO tools for risk assessment and ESG compliance. Key early adopters include important member companies of the Fundació Empresa i Clima (FEC) who are already involved in the project as direct or interested users.