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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

Private AI and NFT Royalty Integration

We engineer systems where AI-generated content or models are minted as NFTs, with smart contracts enforcing private, verifiable royalty distributions based on confidential usage metrics from AI inferences.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 experts to power your protocol.

We architect and deploy the foundational logic for your application. Our development process delivers audit-ready code from day one, ensuring security and reducing time-to-market. We specialize in ERC-20, ERC-721, and custom token standards, along with complex DeFi primitives and governance systems.

From a 2-week MVP to a full-scale protocol, we provide the technical foundation you can trust.

  • Security-First Development: Built with Solidity 0.8+ and OpenZeppelin libraries, following industry best practices.
  • Full Lifecycle Support: Development, testing, deployment, and post-launch maintenance on your chosen chain (EVM, Solana, Starknet).
  • Measurable Outcomes: Achieve 99.9% uptime SLAs, gas-optimized contracts, and seamless integration with frontends and oracles.
key-features-cards
BUILDING FOR PRODUCTION

Core Technical Capabilities We Deliver

We architect and implement the foundational infrastructure that powers secure, scalable, and compliant Web3 applications. Our solutions are built to enterprise-grade standards, ensuring reliability from day one.

benefits
MEASURABLE RESULTS

Business Outcomes for AI & Web3 Teams

Our integrated Private AI and NFT Royalty solutions deliver concrete technical and commercial advantages, designed for production-ready deployment.

01

Monetize AI Models with On-Chain Royalties

Implement programmable revenue splits for AI inference and training. We build NFT-gated access and automated royalty distribution, ensuring creators are compensated for every model use.

< 2 sec
Royalty Payout
ERC-1155
Standard Used
02

Deploy Private AI with Zero Data Leakage

Integrate confidential computing (e.g., Intel SGX, AWS Nitro) for on-premise or cloud AI. We ensure model weights and user data remain encrypted during inference, meeting enterprise compliance.

FIPS 140-2
Compliance
Zero-Trust
Architecture
03

Reduce Infrastructure Costs by 40-60%

Optimize gas fees for NFT minting and royalty contracts. Our architecture uses layer-2 solutions and batch processing to slash operational expenses for high-volume platforms.

40-60%
Cost Reduction
Polygon/Arbitrum
L2 Support
04

Launch New Features in 2-4 Weeks

Accelerate time-to-market with our pre-audited smart contract templates and modular AI middleware. Go from concept to mainnet deployment in weeks, not months.

2-4 weeks
Deployment Time
OpenZeppelin
Audited Code
05

Ensure 99.9% Uptime for Royalty Engines

Guarantee reliable, fault-tolerant payout systems with multi-chain redundancy. Our smart contracts and off-chain indexers are built for high availability and automatic failover.

99.9%
Uptime SLA
Multi-Chain
Redundancy
06

Future-Proof with Modular Architecture

Build on a flexible stack that adapts to new chains and AI frameworks. We design systems that easily integrate upcoming protocols (e.g., EigenLayer, zkML) without costly rewrites.

Modular
Design
Upgradeable
Contracts
Choose Your Integration Path

Structured Implementation Tiers

Select the service tier that matches your project's scale, timeline, and security requirements for Private AI and NFT Royalty integration.

Feature / SpecificationStarterProfessionalEnterprise

Custom Smart Contract Development

Private AI Model Integration (e.g., ZKML)

Basic

Advanced

Custom Architecture

On-Chain Royalty Enforcement

Standard ERC-2981

Custom Logic + ERC-2981

Multi-Chain & Cross-Marketplace

Security Audit & Penetration Testing

Automated Scan

Manual Review + Report

Comprehensive Audit + Formal Verification

Deployment & Infrastructure

Testnet Only

Mainnet + 1 Chain

Multi-Chain + Custom RPC

Post-Launch Support & Monitoring

30 Days

6 Months

12 Months + SLA

Response Time for Critical Issues

48 Business Hours

24 Business Hours

< 4 Hours, 24/7

Team Expertise Access

Email Support

Dedicated Engineer

Technical Account Manager + Architect

Typical Implementation Timeline

4-6 Weeks

6-10 Weeks

10-16 Weeks

Estimated Investment

From $25K

From $75K

Custom Quote

how-we-deliver
PROVEN METHODOLOGY

Our Development & Integration Process

A structured, security-first approach to delivering production-ready AI and NFT royalty systems. We focus on rapid deployment, audited code, and seamless integration with your existing stack.

01

Discovery & Architecture

We map your business logic to on-chain and off-chain components, designing a scalable architecture for your Private AI models and NFT royalty streams. This phase establishes clear technical requirements and success metrics.

1-2 weeks
Design Phase
100%
Requirement Clarity
02

Smart Contract Development

Our engineers build custom, gas-optimized smart contracts for NFT minting, royalty distribution, and access control using Solidity 0.8+ and OpenZeppelin libraries. Every contract is built with upgradeability and security as first principles.

OpenZeppelin
Security Standard
ERC-2981
Royalty Compliance
03

Private AI Integration

We implement secure, off-chain computation layers using frameworks like TensorFlow-encrypted or private inference APIs. Your AI models remain confidential while their outputs are verifiably anchored on-chain.

Zero-Knowledge
Privacy Option
Secure Enclaves
Execution Environment
04

Security Audit & Testing

All code undergoes rigorous internal review and is prepared for external audit by firms like CertiK or Trail of Bits. We conduct comprehensive unit, integration, and stress testing to ensure system resilience.

100%
Test Coverage
Audit-Ready
Code Delivery
05

Deployment & Integration

We manage the deployment to your chosen EVM network (Ethereum, Polygon, Arbitrum) and integrate the full stack with your front-end application, wallets, and backend services for a seamless user experience.

Mainnet
Production Ready
< 72 hours
Go-Live Time
06

Monitoring & Support

Post-launch, we provide real-time monitoring dashboards for transaction volumes, royalty payouts, and AI service health. Ongoing support includes performance optimization and upgrade management.

24/7
System Monitoring
99.9%
Uptime SLA
Private AI & NFT Royalties

Frequently Asked Questions

Get clear answers on integrating private AI with on-chain royalties. We address common technical, security, and business questions from CTOs and product leaders.

A standard integration from design to production deployment takes 4-8 weeks. This includes 1-2 weeks for architecture and smart contract design, 2-4 weeks for development and integration of the private AI model (e.g., using ZKML or FHE), and 1-2 weeks for security audits, testing, and deployment. Complex multi-chain or custom AI model training can extend this timeline, which we scope during the initial discovery phase.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team
Private AI & NFT Royalty Integration | Chainscore Labs | ChainScore Guides