Private Credit Asset Validation Using AI Data Matching
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Solution Overview
Problem
Existing systems for managing transactions in real asset investments, such as real estate, are cumbersome, requiring large initial investments, compliance with securities regulations, and lack efficient mechanisms for fractional ownership and secondary market trading while maintaining privacy and security.
Innovation Solution
A transaction platform with semi-redundant ledgers that synchronize automatically, allowing for the creation and trading of digital securities representing fractional interests in real assets, maintaining private and public records without disclosing personally identifiable information, and facilitating smart contracts for secure and efficient transactions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional direct investment systems are used for real assets, then investment security and asset management are improved, but initial financial commitment and operational costs increase significantly
Solution Approach 1:
The patent segments real assets into fractional digital securities tokens, allowing investors to purchase smaller portions of high-value assets. This segmentation enables retail investors to access previously exclusive investment opportunities by dividing the asset into multiple tradable units, thereby reducing the initial financial commitment required while maintaining investment security through the underlying asset backing.
Solution Approach 2:
The patent creates digital copies of physical assets in the form of blockchain-based securities tokens. These digital representations mirror the ownership and value characteristics of the underlying real assets, enabling transparent tracking and management without requiring large physical capital outlays. The digital copying mechanism allows for efficient asset management and reduces operational costs associated with physical asset handling.
2Quantity of substance
If indirect investment vehicles are used, then initial investment requirements are reduced, but regulatory complexities and compliance costs increase
Solution Approach 1:
The patent introduces a blockchain-based intermediary layer that automates regulatory compliance through smart contracts. This intermediary system automatically handles KYC (Know Your Customer), AML (Anti-Money Laundering), and other regulatory requirements, reducing the manual complexity associated with traditional indirect investment vehicles. The blockchain ledger provides transparent, immutable records that simplify regulatory reporting and oversight.
Solution Approach 2:
The patent changes the fundamental parameters of investment access by utilizing cryptocurrency and digital token mechanisms. This parameter change enables direct peer-to-peer transactions on a decentralized platform, bypassing traditional regulatory intermediaries while maintaining compliance through programmable rules embedded in the blockchain system. The digital nature of the assets allows for automated compliance checking and reduced administrative overhead.
3Measurement precision
If manual asset management processes are used, then data accuracy is maintained, but time consumption and operational efficiency decrease
Solution Approach 1:
The patent replaces manual mechanical processes with automated blockchain-based systems. Smart contracts automatically execute transactions, update capitalization tables, and manage securities lifecycles without human intervention. This substitution maintains data accuracy through the immutable nature of blockchain ledgers while dramatically reducing the time required for asset management operations such as tracking ownership, processing transfers, and generating reports.
Solution Approach 2:
The patent implements self-service mechanisms where the blockchain system automatically performs asset management tasks including transaction validation, ledger updates, and compliance verification. The system serves itself by automatically reconciling transactions and maintaining accurate records without requiring manual data entry or verification, thereby eliminating time losses associated with manual processes while preserving data integrity through cryptographic validation.
4Stability of the object's composition
If centralized ledgers are used for transaction recording, then data consistency is maintained, but security vulnerabilities and single points of failure increase
Solution Approach 1:
The patent transitions from a single centralized ledger to a distributed multi-ledger architecture across the blockchain network. This dimensional change from centralization to distribution maintains data consistency through consensus mechanisms while eliminating single points of failure. Each node in the network holds a copy of the ledger, and transactions are validated through decentralized consensus, thereby improving security and reliability without sacrificing data consistency.
Solution Approach 2:
The patent implements beforehand cushioning by creating redundant copies of the transaction ledger across multiple decentralized nodes before any potential failure or security breach can occur. This prior redundancy ensures that if one node is compromised or fails, the system continues to operate with consistent data from other nodes, thereby cushioning against security vulnerabilities and maintaining reliability without requiring centralized control.
Data Source
AI summary
In certain aspects of the disclosure, a computer-implemented method includes collecting, via an artificial intelligence module, a first set of data associated with a private credit asset and creating identifiers associated with the first set of data. The method includes collecting a second set of data associated with the private credit asset based on the identifiers and comparing the first set of data and the second set of data based on the identifiers. The method includes determining validation of the first set of data based on the comparison and generating a result of approval or rejection based on the comparison.


