We architect and deploy custom Solidity/Rust smart contracts that form the backbone of your Web3 product. Our development process is built for security-first deployment and gas optimization, ensuring your logic is both robust and cost-effective to execute.
LABS
Services
AI Model Intellectual Property Verification
Deploy custom oracle networks that cryptographically attest to the provenance, versioning, and authorized use of proprietary AI models on-chain. Protect developer IP and power compliant model licensing.
Chainscore © 2026
overview
CORE SERVICE
Custom Smart Contract Development
Secure, production-ready smart contracts built to your exact specifications and audited for deployment.
- End-to-End Development: From initial specification and architecture to final deployment on mainnet.
- Security Audits: All contracts undergo rigorous internal review and can be prepared for third-party audits from firms like OpenZeppelin or CertiK.
- Protocol Integration: Seamless integration with standards like
ERC-20,ERC-721, and cross-chain bridges.
We deliver battle-tested contracts with documented code and a clear upgrade path, reducing your technical debt and time-to-market.
key-features-cards
PROVEN TECHNOLOGY
Core Capabilities of Our IP Verification Oracles
Our oracles provide the foundational trust layer for AI model provenance, delivering verifiable, on-chain attestations that protect intellectual property and enable new commercial models.
02
Real-Time Inference Verification
Oracle nodes cryptographically verify that a deployed model's output matches its registered on-chain fingerprint. Prevents model poisoning, unauthorized modifications, and ensures inference integrity.
Cryptographic
Proof
Real-Time
Verification
03
Royalty & Licensing Automation
Programmable smart contracts that automatically execute license terms and distribute royalties based on verifiable model usage data from our oracles. Enables pay-per-use and revenue-sharing models.
Automated
Payouts
Transparent
Tracking
04
Cross-Chain & Multi-Model Attestation
Support for registering and verifying model ensembles or pipelines across multiple blockchains. Our oracles maintain consistency, allowing composite IP to be managed as a single asset.
Multi-Chain
Compatible
Ensemble
Support
05
Decentralized Dispute Resolution
A staking and slashing mechanism where oracle nodes reach consensus on verification challenges. Provides a trust-minimized, automated system for adjudicating IP claims without centralized courts.
Staking-Based
Security
Automated
Resolution
benefits
TANGIBLE RESULTS
Business Outcomes: From IP Protection to New Revenue
Our AI Model Intellectual Property Verification service delivers concrete business value, securing your competitive edge and unlocking new monetization pathways.
01
Provable Model Provenance
Immutable on-chain verification of AI model authorship, training data lineage, and version history. Establishes indisputable ownership for licensing, fundraising, and legal defense.
100%
Tamper-Proof Record
Real-time
Verification
02
Secure Licensing & Royalty Streams
Automate and enforce commercial licensing terms with smart contracts. Enable pay-per-use, subscription, or revenue-share models with transparent, automated royalty distribution.
< 1%
Transaction Fee
Automated
Payouts
03
Enhanced Investor & Partner Confidence
Provide verifiable proof of IP integrity and unique model assets during due diligence. Accelerates funding rounds and strategic partnerships with transparent, auditable evidence.
Auditable
Due Diligence
On-Chain
Proof of Asset
05
Defense Against IP Theft & Plagiarism
Create a cryptographic fingerprint for your model. Instantly detect unauthorized derivatives or copies by comparing on-chain hashes, providing a foundation for legal recourse.
Instant
Plagiarism Check
Court-Admissible
Evidence
06
Compliance & Audit Trail
Maintain a permanent, verifiable record of model development and usage for regulatory compliance (GDPR, AI Act). Simplify audits with a transparent, immutable history.
Immutable
Audit Trail
Regulatory
Readiness
Structured Rollout
Implementation Phases for AI Model IP Verification
A phased approach to deploying on-chain AI model verification, from initial proof-of-concept to full-scale production.
| Verification Capability | Proof-of-Concept | Pilot Deployment | Production Scale |
|---|---|---|---|
On-Chain Model Hash Registration | |||
IP Provenance & Lineage Tracking | |||
Real-Time Inference Integrity Proofs | |||
Multi-Chain Attestation (EVM/Solana) | |||
Custom Integration Support | Basic | Standard | Dedicated |
Implementation Timeline | 2-4 weeks | 4-8 weeks | 8-12 weeks |
Security Audit Scope | Architecture Review | Smart Contract Audit | Full Protocol Audit + Pen Test |
Ongoing Monitoring & Alerts | Dashboard Access | SLA with 24/7 Support | |
Typical Engagement | $15K - $30K | $50K - $100K | Custom Quote |
how-we-deliver
A PROVEN FRAMEWORK
Our Methodology: From Audit Trail to Active Enforcement
We deliver a complete, automated lifecycle for AI model IP protection, moving beyond passive documentation to active, on-chain governance and enforcement.
01
Immutable Audit Trail
We create a tamper-proof, timestamped ledger of your AI model's entire lineage. Every training dataset hash, code commit, and parameter adjustment is immutably recorded on-chain, providing indisputable proof of origin and development history.
Sub-Second
Timestamping
Arweave/IPFS
Storage Layer
02
Verifiable Attribution
Automatically generate cryptographic certificates of authenticity for each model version. These on-chain attestations link the final model artifact directly to its source components and contributors, enabling clear, automated royalty distribution and IP claims.
ERC-1155
Certificate Standard
ZK-Proofs
Optional Privacy
03
Automated License Enforcement
Encode commercial terms directly into smart contracts. Our system enables programmable revenue splits, usage-based billing, and automatic compliance checks for on-chain inference, ensuring license terms are executed without manual intervention.
Real-Time
Royalty Distribution
Custom Logic
License Terms
04
Active Infringement Monitoring
Our system continuously scans public model repositories and on-chain activity for potential IP violations. We use similarity detection and provenance tracing to identify unauthorized derivatives or uses, triggering automated alerts and evidence collection.
24/7
Monitoring
Automated
Evidence Logs
AI Model IP Verification
Build vs. Buy: Custom Oracle vs. Generic Solutions
A technical and economic comparison of developing a custom oracle for AI model verification in-house versus leveraging Chainscore's specialized service.
| Factor | Build In-House | Generic Oracle | Chainscore Custom |
|---|---|---|---|
Time to Production | 6-12 months | 2-4 weeks | 4-8 weeks |
AI Model Integration Complexity | High (Custom R&D) | Low (Generic Feeds) | Low (Tailored Adapters) |
On-Chain Verification Logic | Your team builds & audits | Fixed, immutable logic | Custom, audited logic |
Data Source Security & Attestation | Your responsibility | Provider's standard | Multi-source attestation with proofs |
Ongoing Maintenance & Updates | Full DevOps team required | Provider-managed, generic | Managed SLA with custom updates |
Total First-Year Cost | $250K - $600K+ | $10K - $50K | $75K - $200K |
Audit & Security Posture | Requires multiple external audits | Depends on provider audit | Pre-audited framework + custom review |
Scalability to New Models/Chains | Re-build for each case | Limited by provider roadmap | Built-in framework for expansion |
Technical & Commercial Clarity
Frequently Asked Questions on AI Model IP Oracles
Get clear answers on how our AI Model Intellectual Property Verification oracles work, from deployment to security and integration.
Our oracle uses a multi-layered verification protocol. It cryptographically attests to the training data hash, model architecture signature, and deployment environment fingerprint. This data is anchored on-chain via a zero-knowledge proof, creating an immutable, publicly verifiable certificate of authenticity for each model inference request. We support verification for models from major frameworks like PyTorch, TensorFlow, and ONNX.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall