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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

ZKML Model Marketplace Development

Build a decentralized platform for creating, licensing, and monetizing AI models with zero-knowledge proofs. We deliver verifiable model integrity and automated usage compliance.
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 audited security patterns and gas-optimized code, ensuring your protocol is both secure and cost-effective to operate.

  • Full-Stack Expertise: Solidity / Rust / Vyper development for EVM, Solana, and other L1/L2 networks.
  • Comprehensive Audits: Code review, formal verification, and third-party audits from firms like CertiK and OpenZeppelin.
  • Deployment & Management: Automated CI/CD pipelines, upgradeable contract patterns, and mainnet deployment with full documentation.

We deliver battle-tested contracts that power DeFi protocols, NFT marketplaces, and enterprise-grade applications with 99.9% uptime SLAs and zero critical vulnerabilities post-audit.

key-features-cards
ZKML MARKETPLACE DEVELOPMENT

Core Platform Capabilities We Deliver

We build secure, scalable, and compliant marketplaces where AI models are verified, traded, and executed with zero-knowledge proofs. Our full-stack development delivers production-ready platforms for your users.

benefits
DELIVERABLES

Business Outcomes for Your Platform

We deliver a production-ready ZKML marketplace with measurable business impact, from accelerated monetization to provable compliance.

01

New Revenue Streams in 4-6 Weeks

Launch a fully functional marketplace where data scientists can list, license, and monetize verifiable ML models. We handle the smart contracts, frontend, and payment rails so you can capture fees from day one.

4-6 weeks
Time to Launch
ERC-20/ERC-1155
Payment & Asset Standards
02

Provable Model Integrity & Fairness

Every model's inference is cryptographically verified on-chain via zk-SNARKs. Provide users with immutable proof that predictions are generated by the exact, unaltered model they licensed, building critical trust.

zk-SNARKs
Proof System
Immutable
Audit Trail
04

Scalable, Gas-Optimized Architecture

Built with modular smart contracts and efficient proof systems (like Circom or Halo2) to minimize on-chain costs. Our architecture supports thousands of models and inferences without prohibitive gas fees.

< $0.10
Avg. Inference Cost
Modular
Contract Design
05

Seamless Developer & User Onboarding

We deliver a complete SDK for model integration and a polished, intuitive frontend. Data scientists can list models in minutes, and developers can integrate verified inferences with a few lines of code.

< 10 min
Model Listing Time
Full SDK
Developer Tools
06

Future-Proof Interoperability

Designed for the multi-chain ecosystem. Your marketplace can natively support models and payments across Ethereum, Polygon, Arbitrum, and other EVM-compatible networks from day one.

EVM+
Chain Support
Cross-Chain
Asset Bridging
ZKML Marketplace Solutions

Structured Development Tiers

Choose the right development package for your ZKML model marketplace, from foundational smart contracts to a fully managed, enterprise-grade platform.

Core CapabilitiesStarterProfessionalEnterprise

Custom ZK-Circuit Development

Basic Verification

Custom Model Integration

Full Suite & Optimization

Marketplace Smart Contracts

Audited Core (List/Buy)

Audited Full Suite (Auction, Royalties)

Custom Logic & Extensions

Frontend Integration

Basic SDK & API

White-Label React Component

Fully Custom UI/UX Development

Deployment & Infrastructure

Testnet Deployment

Mainnet Deployment on 1 Chain

Multi-Chain Deployment & Orchestration

Security & Compliance

Basic Audit Report

Comprehensive Audit + Bug Bounty Setup

Formal Verification & Ongoing Security Monitoring

Technical Support

Email (Business Hours)

Priority Slack Channel (12h response)

Dedicated Engineer & 24/7 On-Call

Time to Market Estimate

4-6 weeks

8-12 weeks

12+ weeks (Custom)

Starting Engagement

$50K

$150K

Custom Quote

how-we-deliver
PROVEN METHODOLOGY

Our ZKML Marketplace Development Process

A structured, security-first approach to deliver a production-ready, scalable ZKML model marketplace. We focus on rapid deployment and verifiable trust, turning your concept into a live platform in weeks.

01

Architecture & Protocol Design

We design the core marketplace architecture, selecting optimal ZK circuits (Plonk, Groth16) and blockchain infrastructure (EVM, Starknet, zkSync) for your use case. This phase defines the economic model, data flow, and integration points.

2-3 weeks
Design Phase
3+ Options
Architecture Reviewed
02

ZK Circuit & Smart Contract Development

Our team builds and optimizes the zero-knowledge circuits for model inference verification and the accompanying smart contracts for escrow, licensing, and governance. All contracts follow OpenZeppelin standards.

Solidity 0.8+
Language
OpenZeppelin
Security Base
03

Security Audits & Formal Verification

Every circuit and smart contract undergoes rigorous internal review and external audit by partners like Spearbit or Code4rena. We provide a formal verification report for critical logic.

2+ Audits
Minimum
0 Critical
Guarantee
04

Frontend & SDK Integration

We develop a responsive frontend interface for model browsing, purchasing, and inference, alongside a comprehensive TypeScript SDK for third-party developers to integrate marketplace functionality.

React/Next.js
Stack
Full SDK
Included
05

Testnet Deployment & Stress Testing

The complete system is deployed to a testnet (Sepolia, Holesky) for exhaustive testing. We simulate high-load scenarios to ensure scalability and gas efficiency before mainnet launch.

>10k TPS
Load Tested
Full Regression
Test Suite
06

Mainnet Launch & Ongoing Support

We manage the secure mainnet deployment and provide 30 days of post-launch monitoring and support. Optional ongoing DevOps, monitoring, and upgrade services are available.

99.9% SLA
Uptime
30 Days
Included Support
security
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3-native engineers.

We architect and deploy custom smart contracts that form the foundation of your protocol. Our development process is built on security-first principles, utilizing OpenZeppelin libraries and rigorous internal audits before deployment to mainnet.

From tokenomics to complex DeFi logic, we translate your business requirements into immutable, gas-efficient code.

  • Token Standards: ERC-20, ERC-721, ERC-1155, and custom implementations.
  • DeFi & DAOs: Automated Market Makers (AMMs), staking pools, governance modules.
  • Security: Formal verification, multi-signature deployment, and post-launch monitoring.
Technical & Commercial Insights

ZKML Marketplace Development FAQ

Get clear answers to the most common questions about building, deploying, and scaling a secure ZKML model marketplace.

A production-ready ZKML marketplace MVP typically deploys in 4-8 weeks. This includes core smart contracts, a basic frontend, and integration of a ZK proof system (like Halo2 or Circom). Complex features like multi-model auctions, advanced governance, or custom privacy circuits extend the timeline, which we scope and quote for during discovery.

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