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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

ZK-Proof AI Inference Engine

We architect and deploy verifiable AI inference systems on Layer 2 (e.g., StarkNet), where model execution is cryptographically proven correct. Deliver auditable AI results without exposing your proprietary model or sensitive input data.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built for scale and compliance.

We architect and deploy custom smart contracts that form the backbone of your Web3 application. Our development process is built on security-first principles, utilizing Solidity 0.8+ with OpenZeppelin libraries and comprehensive unit testing to mitigate vulnerabilities before deployment.

From tokenization to complex DeFi logic, we deliver contracts that are gas-optimized, upgradeable, and auditable.

  • Token Standards: ERC-20, ERC-721, ERC-1155, and custom implementations.
  • DeFi & DAOs: Automated market makers, staking pools, governance modules.
  • Security: Multi-signature deployment, formal verification options, and pre-audit code reviews.
  • Delivery: Full documentation, deployment scripts, and a 2-week MVP turnaround for standard projects.
key-features-cards
ZK-PROOF AI INFERENCE ENGINE

Core Technical Capabilities We Deliver

We build and deploy verifiable AI models that deliver provable, private, and scalable inference directly on-chain, enabling new trustless applications.

benefits
DELIVERABLES

Business Outcomes for Your Product

Our ZK-Proof AI Inference Engine delivers verifiable, private, and scalable AI execution on-chain. Here are the concrete outcomes you can build with.

01

Verifiable AI Predictions

Deploy AI models where every inference generates a zero-knowledge proof, guaranteeing the result's integrity and provenance on-chain without revealing the model or input data.

100%
Proof Validity
ZK-SNARKs/STARKs
Proof System
02

On-Chain Privacy for Sensitive Data

Process confidential user data (e.g., financial history, biometrics) through AI models while keeping the raw data private. Only the proof of correct computation is published.

End-to-End
Data Privacy
GDPR/CCPA
Compliance Ready
03

Scalable, Cost-Effective Inference

Offload heavy AI computation off-chain with our optimized prover network, submitting only lightweight proofs to Ethereum, Polygon, or other L2s to minimize gas costs.

>90%
Gas Cost Reduction
< 2 sec
Proof Generation
04

Trustless AI Oracles & Automation

Create autonomous DeFi strategies, dynamic NFT behaviors, or insurance payouts triggered by verifiable AI analysis of real-world data, removing centralized oracle trust.

24/7
Uptime SLA
Sub-Second
On-Chain Finality
05

Auditable & Fair AI Systems

Build transparent gaming, prediction markets, or credit scoring where the fairness of the underlying AI logic is cryptographically auditable by any user or regulator.

Publicly Verifiable
Audit Trail
No Single Point
Of Failure
06

Rapid Integration & Deployment

Leverage our SDKs and pre-verified circuits for common models (LLMs, classifiers) to integrate verifiable AI into your dApp in weeks, not months.

< 4 weeks
Time to MVP
Python/JS SDK
Developer Tools
Tailored for Your Project Scale

ZK-Proof AI Inference Engine Development Tiers

Compare our structured service packages designed to accelerate your AI-powered Web3 product, from initial PoC to enterprise-grade deployment.

Core CapabilityStarterProfessionalEnterprise

Custom ZK-Circuit Design & Development

On-Chain Inference Verification

Basic Models

Advanced Models

Custom Architectures

Performance Optimization (Proof Generation Time)

Target < 30s

Target < 10s

Target < 2s

Smart Contract Integration (EVM/Solana)

Single Chain

Multi-Chain

Cross-Chain w/ Oracles

Dedicated Technical Support

Email (Business Hours)

Slack Channel (12h Response)

24/7 Dedicated Engineer

Security Audit & Formal Verification

Basic Review

Comprehensive Audit

Audit + Ongoing Monitoring

Model Training Data Privacy (ZK Proofs)

Deployment & DevOps Automation

Manual Guidance

CI/CD Pipeline Setup

Full Managed Infrastructure

SLA for Uptime & Performance

99.5%

99.9%

Estimated Timeline

4-6 Weeks

8-12 Weeks

Custom (16+ Weeks)

Starting Engagement

$50K

$150K

Custom Quote

how-we-deliver
PROVEN METHODOLOGY

Our Development & Integration Process

A structured, four-phase approach designed to deliver a production-ready, secure, and scalable ZK-Proof AI Inference Engine, minimizing your time-to-market and technical risk.

01

Architecture & Protocol Design

We design the optimal zero-knowledge proof system (e.g., zk-SNARKs via Circom, or zk-STARKs) for your specific AI model, balancing proof generation speed, verification cost, and on-chain gas efficiency.

1-2 weeks
Design Sprint
3+ Options
Architecture Reviewed
02

Circuit Development & Optimization

Our team implements and rigorously optimizes the ZK circuits for your neural network, focusing on minimizing constraints and leveraging hardware acceleration (GPU/FPGA) for faster proof generation.

> 50%
Avg. Constraint Reduction
Circom/Halo2
Proven Frameworks
03

Smart Contract & Verifier Integration

We deploy the on-chain verifier contract (Solidity/Vyper) and build the full off-chain prover service, ensuring seamless, trustless verification of AI inferences directly on your chosen blockchain (Ethereum, L2s, etc.).

99.9%
Uptime SLA
OpenZeppelin
Security Standard
04

Security Audit & Production Deployment

Every component undergoes internal review and optional third-party audit (e.g., with Spearbit) before we manage the full production deployment, including monitoring, alerting, and performance benchmarking.

Full Audit
Pre-Launch Mandate
< 48 hours
Go-Live Support
use-cases
PROVEN USE CASES

Target Applications & Industries

Our ZK-Proof AI Inference Engine delivers verifiable, private, and efficient on-chain intelligence. These are the high-impact applications where our technology drives measurable business outcomes.

ZK-Proof AI Inference Engine

Frequently Asked Questions

Get clear, technical answers about our zero-knowledge AI infrastructure service for Web3 applications.

A ZK-Proof AI Inference Engine is a verifiable compute layer that executes AI models (like LLMs or image generators) and produces a cryptographic proof of the correct execution, without revealing the model's weights or the input data. You need one to build trustless, on-chain AI applications—such as prediction markets with verified results, confidential AI agents, or decentralized content moderation—where users must trust the AI's output without trusting the node operator. It moves AI from a trusted black box to a verifiable component.

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
ZK-Proof AI Inference Engine | Chainscore Labs | ChainScore Guides