Evaluating Risks Of Tokenized Financial Assets
In a recent webinar hosted by Security Token Prime, Industry leaders from Particula and Moody’s are exploring critical elements of risk management, asset classification, and the evolving role of credit ratings in this expanding digital asset market.

The integration of tokenized assets into the financial ecosystem is creating an innovative yet complex landscape for investors, platforms, and issuers. With the rise of tokenized assets, managing risk effectively is essential to maintaining market efficiency and investor trust.
In a recent webinar hosted by Security Token Prime, Industry leaders from Particula and Moody's are exploring critical elements of risk management, asset classification, and the evolving role of credit ratings in this expanding digital asset market. Their conversation highlighted the importance of ongoing monitoring and assessment to reduce information asymmetry, enhance transparency, and build a scalable, resilient framework for digital assets.
The lineup featured:
- Jason Barraza, Chief Operation Officer – at Security Token Market,
- Marat Faritov, AVP Blockchain Analyst at Moody's,
- Timm Reinsdorf, Managing Director at Particula & ITSA.
Watch the full panel discussion on YouTube for more insights!
Key Takeaways by Timm Reinsdorf (Particula)
- Asset Classification System: Particula’s classification system (PDACS) differentiates between asset-backed and non-asset-backed tokens, focusing on asset type, method of tokenization, smart contract infrastructure, and product design.
- Scalable Risk Assessment: Particula leverages web scrapers and large language models to automate risk assessment processes, aiming to reduce manual effort and increase scalability. Automated systems assess terms and conditions, regulatory compliance, and categorize tokens according to over 300 standardized metrics.
- Ongoing Monitoring: With real-time trading and decentralized environments, Timm emphasized the need for continuous risk assessment. Particula's dynamic valuation model is recalculated based on live data inputs, providing tools like red flag alerts and potential listing adjustments for marketplaces and exchanges.
- Case Study – Backed Finance: Timm highlighted Particula’s AA rating for Backed Finance's Nvidia token, which reflects the strong regulatory compliance, trusted partnerships, and comprehensive risk assessment that Backed Finance has established.
Key Takeaways by Marat Faritov (Moody's)
- Digital Bond Ratings: Moody’s evaluates digital bonds across four key areas: platform risk, smart contract integrity, asset representation, and regulatory compliance. Marat highlighted the need for digital assets to uphold the same investor rights as traditional counterparts, with additional attention to cybersecurity and external risks.
- Operational Experience in Ratings: Marat noted that a fund’s or issuer’s familiarity with blockchain technology can impact the rating, as inexperienced fund managers may face higher operational risks. This approach was illustrated in Moody’s AA bond fund rating for the SGD Delta Fund, which highlighted operational risks.
- Regulatory Alignment: He pointed out the need for issuers to anticipate regulatory changes and structure tokenized products in ways that ensure alignment with current and potential future regulatory requirements.
The shift towards tokenised assets brings with it a demand for sophisticated, real-time risk management. As Timm and Marat emphasised, ensuring accurate, ongoing assessment of these assets - through real-time monitoring, tailored rating methodologies and strong regulatory alignment - is critical to building trust and stability in this evolving market. Innovative automation and artificial intelligence enable scalable risk assessment, while clear frameworks and standards across all platforms help to level the playing field for issuers and investors. With continued advances in regulatory clarity and technology, the future of tokenised asset management holds exciting potential for a more efficient, transparent financial ecosystem.
Watch the full panel discussion on YouTube for more insights!
Learn More About Particula
At Particula, we have developed the first rating and analytics platform for digital assets. Our goal is to provide the next generation of ratings for the next generation of assets in order to give investors instant security, clarity and better market access.
To learn more or gain access to our platform, please contact us at info@particula.io
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