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Al-Driven Data Governance for Hybrid Crypto/Cloud
[Category : - OTHER]
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The core of the invention is a system and method that provides real-time data governance, compliance scoring, and AI model auditing across a client's disparate data systems including both off-chain cloud storage (e.g., KYC databases, CRMs) and on-chain Decentralized Ledger Technology (DLT) APIs (e.g., blockchain nodes).
Crucially, the system achieves this by establishing read-only, secure API connections to these systems. It indexes and analyzes only encrypted metadata and cryptographic hashes without ever storing or transferring the raw Personal Identifiable Information (PII) of the client's users.
What Problem it Solves
Digital asset platforms (like crypto exchanges and DeFi) face complex, rapidly evolving compliance demands that current tools fail to meet. The key problems solved are:
• Fragmented Data & Compliance: Crypto entities store sensitive user data across fragmented, siloed systems (cloud and DLT), lacking real-time visibility into the data's location, usage, and compliance status across both environments.
• Regulatory Complexity: Current compliance solutions primarily focus only on Anti-Money Laundering (AML) and transaction tracing. They fail to provide a unified system to simultaneously manage complex regulations like GDPR, CCPA, MiCA, and the EU AI Act.
• AI "Data Black Box": There is no mechanism to audit AI models trained on sensitive user and transaction data, creating a "data black box" that exposes entities to non-compliance fines and loss of trust.
Benefit Comparing Existing Technologies
The key benefit of Cryptsecuriti.ai, compared to existing, fragmented technologies, is the provision of a unified, non-intrusive, and multi-regulatory compliance mechanism.
• Unified Multi-Regulatory Compliance: The platform simultaneously scores compliance against multiple global frameworks (GDPR, MiCA, EU AI Act) using a Compliance Rules Engine, providing an overall compliance score and regulator-ready reports.
• Real-Time AI Model Governance: It introduces a dedicated AI Model Governance Module that tracks data lineage and audits model usage, flagging if an AI model is using restricted, non-compliant, or biased data in real-time.
• Data Confidentiality & Scalability: By only analyzing encrypted metadata and hashes, the system preserves client confidentiality, ensures auditability, and allows for comprehensive insight without storing or transferring raw PII, which is a core problem with traditional compliance tools.
• Automated Action: It automates complex tasks like processing Data Subject Requests (DSRs), such as the Right to Be Forgotten, across all connected off-chain and on-chain sources simultaneously.
Financial information
Strategy for Commercializing Cryptsecuriti.ai
Based on the highly specialized nature of the invention, a unique SaaS platform targeting the complex intersection of crypto, cloud, and global compliance, the following commercialization strategy and related information are provided:
1. Commercialization Goal and Partnership Model
For Cryptsecuriti.ai, the preferred commercialization path is a strategic partnership that allows for rapid scaling and integration into established market channels.
• Preferred Goal: A License with Royalties or a Strategic Investment/Acquisition by a major Enterprise SaaS or FinTech Governance, Risk, and Compliance (GRC) firm.
• Rationale: An outright sale is an option, but a license or acquisition by a major player (e.g., a large cloud provider or an existing GRC software company) would provide the necessary capital, distribution network, and instant credibility to address the global regulatory challenges immediately. A royalty-based license is ideal for maximizing long-term returns as the global regulatory landscape for crypto (e.g., MiCA and EU AI Act) matures.
2. Previous Sale or Marketing Activity
The invention has an existing brand history and associated materials, but there is no indication of previous commercial sales.
• Previous Marketing: The system has been branded and marketed under the current name, Cryptsecuriti.ai, but was previously referenced in materials as 'CryptiSafe.ai'.
• Sales Status: The description is a patent specification and drawing set, not a sales record. There is no indication that the invention has been previously sold or marketed as a deployed, revenue-generating commercial product.
3. Market Potential
The market potential is exceptionally high, targeting a critical, unaddressed pain point in the rapidly growing digital asset sector
.
• Target Market: Digital asset platforms, including crypto exchanges, Web3 wallets, and decentralized finance (DeFi) applications.
• The Problem/Opportunity: The market is currently underserved, as existing compliance solutions focus only on transaction tracing (AML) and fail to provide a unified system for comprehensive data governance, privacy (GDPR/CCPA), and AI auditing (EU AI Act/MiCA).
• Core Value Proposition: Your invention is a "first-to-market" type solution that provides a unified, non-intrusive compliance mechanism and real-time visibility into data compliance status across DLT and traditional cloud systems. This directly addresses the shift in challenges from solely transaction tracing to comprehensive data and AI governance.
4. Specific Conditions for Sale/Partnership
Key conditions for any transaction would center on preserving the core functionality and security principles of the platform:
• Confidentiality Protocol: Any partnership or sale must uphold the architectural design that does not store or transfer raw Personal Identifiable Information (PII). The core value relies on analyzing only encrypted metadata and hashes.
• Technological Integrity: The continued development and maintenance of the Al Model Governance Module and the Multi-Regulatory Rules Engine should be prioritized, as these represent the core novel contributions.
5. Associated Intellectual Property
The invention is associated with several intellectual property elements beyond the current specification:
• Brand Name/Trademark: The primary brand name is Cryptsecuriti.ai, with prior brand materials referencing 'CryptiSafe.ai'.
• Software/Code: The invention is embodied in a comprehensive software suite comprising interconnected modules.
• Visual Assets: Figures 1-5 represent the User Interface (UI) of the unified dashboard, Data Map, and Compliance Center, indicating the existence of detailed design or mockups for the application.
• Website/Domain: The brand name Cryptsecuriti.ai strongly suggests an associated website or domain name.
Patent publications:No publication
Asking price:
Above 1 million USD
Above 1 million USD
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