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LABS
Services
Confidential AI Model Verifier
A platform for AI companies to generate ZK proofs that a specific model inference was performed correctly on private data, enabling verifiable AI services and marketplaces without exposing the model or input data.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
- From 2-week MVP to complex multi-chain systems
- Gas-optimized for cost-efficient user transactions
- Full test coverage with Hardhat/Foundry frameworks
- OpenZeppelin standards and battle-tested patterns
We don't just write code; we architect the immutable foundation of your product. Every contract is designed for long-term maintainability and seamless integration with your front-end and backend systems.
key-features-cards
ARCHITECTED FOR PRODUCTION
Core Platform Capabilities
Our Confidential AI Model Verifier is engineered as a foundational infrastructure layer, providing the security, scalability, and auditability required for high-stakes AI applications in regulated industries.
05
Scalable Proving Infrastructure
Leverage our managed proving cluster with GPU acceleration to generate proofs for large models (millions of parameters) in minutes, not hours. We provide SLAs for proof generation latency and system uptime.
99.5%
Uptime SLA
< 10 min
Proof Gen (Typical)
06
Compliance-Ready Audit Logs
Every verification event is logged with a cryptographic fingerprint, model version hash, and verifier signature. Export full audit trails for regulators (SEC, MiCA) or internal governance with a single API call.
benefits
DELIVERING TANGIBLE VALUE
Business Outcomes for AI Companies
Our Confidential AI Model Verifier transforms how AI companies build trust and monetize their IP. We deliver concrete, measurable results that directly impact your bottom line and market position.
01
Monetize Proprietary Models
Securely license your AI models on-chain with verifiable, tamper-proof execution. Enable new revenue streams through pay-per-inference or subscription models without exposing your core IP.
100%
IP Protection
New Revenue
Streams Created
02
Accelerate Enterprise Adoption
Provide enterprise clients with cryptographic proof of model integrity and data privacy. Eliminate lengthy security reviews and compliance hurdles, closing deals faster.
70%
Faster Sales Cycle
Enterprise
Trust Built
03
Ensure Regulatory & Audit Compliance
Generate immutable, auditable logs for every model inference. Demonstrate compliance with data sovereignty (GDPR, CCPA) and AI governance frameworks to regulators and auditors.
Immutable
Audit Trail
GDPR/CCPA
Ready
04
Build Unbreakable User Trust
Offer users verifiable guarantees that their data remains private and your model is uncorrupted. Turn transparency into a competitive advantage and reduce churn.
Verifiable
Data Privacy
Reduced
Customer Churn
05
Future-Proof Your Tech Stack
Integrate with a modular, ZK-proof based system designed for the next generation of AI. Avoid vendor lock-in and stay ahead of evolving privacy and verification standards.
Modular
Architecture
ZK-Proof
Powered
06
Reduce Infrastructure & Legal Overhead
Replace costly, custom secure enclave setups and complex legal agreements with a standardized, blockchain-verified service. Lower operational costs and complexity.
Lower
OpEx
Simplified
Compliance
Choose Your Integration Path
Implementation Tiers & Deliverables
A detailed comparison of our service packages for integrating confidential AI model verification into your Web3 application.
| Feature / Deliverable | Starter | Professional | Enterprise |
|---|---|---|---|
Zero-Knowledge Proof Circuit Audit | |||
Custom Verifier Smart Contract Development | Basic Template | Custom Logic | Full Customization |
On-Chain Deployment & Configuration | |||
Integration Support (SDK/API) | Documentation Only | Guided Implementation | Dedicated Engineer |
Model Privacy Attestation Reports | 5 per month | Unlimited | Unlimited + Custom Format |
Proof Generation Latency SLA | < 30 seconds | < 5 seconds | |
Uptime & Performance SLA | 99.5% | 99.9% | 99.99% |
Technical Support Response Time | Business Hours | 4 Hours | 1 Hour (24/7) |
Quarterly Security Review | |||
Project Timeline | 2-3 Weeks | 4-6 Weeks | 8+ Weeks |
Starting Price | $25,000 | $75,000 | Custom Quote |
how-we-deliver
PROVEN METHODOLOGY
Our Development & Integration Process
A structured, security-first approach to integrating confidential AI verification into your Web3 stack. We deliver production-ready systems, not just proofs-of-concept.
01
Architecture & Threat Modeling
We design a secure enclave architecture (e.g., Intel SGX, AMD SEV) tailored to your model's computational needs and threat landscape. This phase defines data flows, trust boundaries, and attestation protocols.
1-2 weeks
Design Phase
Zero Trust
Security Model
02
Enclave Development & Integration
Our team implements the confidential compute environment, ports your AI model, and establishes secure channels for input/output. We handle the complexity of TEE SDKs and remote attestation.
Rust/C++
Primary Stack
Gramine/Open Enclave
TEE Framework
03
On-Chain Verifier & Oracle
We deploy smart contracts that verify TEE attestation reports and act as a trustless oracle. Contracts are gas-optimized and support multi-chain deployment (EVM, Solana, Cosmos).
Solidity 0.8+
Audited Code
< 2 sec
Verification Time
04
Security Audit & Attestation
The entire system undergoes rigorous internal review and optional third-party audit. We generate the production attestation baseline and documentation for your security team.
Internal Review
Mandatory
Trail of Bits
Optional 3rd Party
05
Staging Deployment & Load Testing
We deploy to a staging environment matching mainnet conditions. We conduct load testing to validate throughput, latency, and cost under expected transaction volumes.
> 1000 TPS
Load Test Target
Full Report
Performance Metrics
06
Production Launch & Monitoring
We manage the mainnet deployment, establish real-time monitoring for enclave health and verifier uptime, and provide 24/7 incident response for critical issues.
99.5% SLA
Uptime Guarantee
< 15 min
Critical Response
Confidential AI Model Verifier
Frequently Asked Questions
Get clear answers on how we deliver verifiable, privacy-preserving AI for Web3 applications.
A Confidential AI Model Verifier is a smart contract system that allows a user to prove they ran a specific, private AI model (like a credit scoring or fraud detection model) on their private data, without revealing the model's weights or the input data. Your dApp needs this to integrate advanced AI logic—like underwriting loans or generating personalized content—while maintaining user privacy and ensuring the AI's execution is deterministic and tamper-proof. This enables trustless automation for complex financial, gaming, or identity protocols.
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