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Full-Stack Web3 dApp Development
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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

Verifiable AI AppChain Development

We build custom application-specific blockchains (AppChains) with native ZKML primitives, optimized for high-throughput, private AI computations in verticals like gaming and DePIN.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, audited smart contracts built to your exact specifications.

We architect and deploy production-grade smart contracts for ERC-20, ERC-721, and custom logic. Our process ensures security-first development, gas optimization, and full audit readiness from day one.

  • Custom Tokenomics & DeFi Logic: Design and implement staking, vesting, bonding curves, and governance systems.
  • Multi-Chain Deployment: Deploy identical logic to Ethereum, Polygon, Arbitrum, and other EVM-compatible chains.
  • Proven Security: Built with OpenZeppelin standards and tested with Foundry/Hardhat for zero critical vulnerabilities.

Deliver a secure, auditable, and scalable contract suite in 4-6 weeks, from spec to mainnet.

key-features-cards
BUILDING TRUSTED AI INFRASTRUCTURE

Core Technical Capabilities

We deliver production-ready, verifiable AI AppChains with enterprise-grade security, performance, and interoperability. Our full-stack development approach ensures your AI models are transparent, tamper-proof, and seamlessly integrated into your ecosystem.

benefits
TANGIBLE RESULTS

Business Outcomes for AI-Driven Projects

Our Verifiable AI AppChain development delivers measurable advantages, from cost reduction to new revenue streams. Here’s what you can expect.

01

Monetize AI Models Securely

Deploy verifiable, on-chain inference endpoints to create new revenue streams. We build the smart contracts and oracles that enable pay-per-use or subscription-based access to your proprietary models, with automated, transparent settlements.

100%
Revenue Transparency
< 1 sec
Settlement Time
02

Reduce AI Compute Costs

Leverage decentralized compute networks via your dedicated AppChain to access competitive GPU pricing. We architect the integration to route inference tasks, significantly lowering your operational overhead versus centralized cloud providers.

40-60%
Cost Reduction
Global
Compute Access
03

Prove Model Integrity & Fairness

Generate cryptographic proofs of model execution and training data provenance. We implement ZK-proofs or optimistic verification circuits to provide immutable, auditable records, building user trust and meeting regulatory scrutiny.

Immutable
Audit Trail
ZK/OP Stack
Verification Built-in
04

Accelerate Time-to-Market

Go from concept to live AppChain in weeks, not quarters. Our battle-tested modular framework for AI-specific rollups includes pre-audited templates for model governance, data feeds, and tokenomics, allowing for rapid customization.

4-8 weeks
Production Launch
Pre-Audited
Core Modules
05

Enable Cross-Chain AI Agents

Build autonomous agents that operate across Ethereum, Solana, and other ecosystems. We develop the secure messaging layers and cross-chain bridges that allow your AI to read on-chain data and execute transactions anywhere.

Multi-Chain
Interoperability
CCIP/IBC
Protocol Support
06

Future-Proof with Modular Upgrades

Adopt a modular AppChain architecture that separates execution, settlement, and data availability. We ensure your stack can seamlessly integrate new AI accelerators, data layers (like Celestia/EigenDA), and verification schemes without hard forks.

Zero Downtime
Upgrade Path
Rollup-as-a-Service
Compatible
use-cases
INDUSTRY-SPECIFIC SOLUTIONS

Vertical Applications for ZKML AppChains

We architect and deploy verifiable AI AppChains tailored to solve high-impact, real-world problems across key verticals. Each solution is built on a dedicated, high-performance chain with integrated ZKML for trust and scalability.

01

On-Chain Credit Scoring

Build a private, verifiable credit assessment system. We deploy an AppChain where sensitive financial data is processed by ML models off-chain, with ZK proofs submitted on-chain for immutable, fraud-proof scoring decisions. Enables DeFi underwriting without exposing raw user data.

Key Deliverables: Custom risk model integration, privacy-preserving data ingestion layer, and on-chain proof verification contracts.

< 5 sec
Proof Generation
Gas-Optimized
On-Chain Verification
02

Fraud Detection & AML

Deploy a dedicated chain for real-time transaction monitoring. Our solution uses ZKML to analyze transaction patterns for AML/CFT compliance, generating succinct proofs of clean activity for regulators or DAOs, drastically reducing manual review overhead.

Key Deliverables: Real-time analysis engine, customizable rule sets, and regulatory-grade proof generation framework.

> 10k TPS
Analysis Capacity
Real-Time
Alerting
03

Content Authenticity & Moderation

Launch an AppChain for verifiable content provenance and automated, transparent moderation. Use ZKML to run image/video analysis models (e.g., for deepfakes or policy violations) and anchor tamper-proof authenticity certificates on-chain.

Key Deliverables: Media fingerprinting pipeline, ZK-proof generation for model inferences, and immutable content registry contracts.

Sub-Second
Verification
Immutable Log
Audit Trail
04

Decentralized AI Oracles

Create a specialized ZKML oracle network. We build an AppChain that aggregates and verifies predictions from multiple AI models off-chain, using ZK proofs to deliver provably correct, tamper-resistant data feeds to smart contracts for DeFi, prediction markets, and gaming.

Key Deliverables: Multi-model consensus mechanism, high-throughput proof batching, and gas-efficient feed consumer contracts.

99.9% SLA
Uptime
Low-Latency
Data Feeds
05

Personalized Gaming & NFTs

Develop a gaming-centric AppChain with verifiable, AI-driven dynamics. Implement ZKML for non-exploitable, personalized in-game experiences (e.g., adaptive NPCs, dynamic loot generation) and for proving the fairness of procedural generation in generative NFT collections.

Key Deliverables: Game engine integration SDK, verifiable randomness, and asset provenance modules.

Provably Fair
Mechanics
Dynamic
Asset Generation
06

Supply Chain Provenance

Implement an enterprise supply chain AppChain with verifiable AI analytics. Use ZKML to process IoT sensor data and logistics information off-chain, generating proofs of condition, authenticity, and compliance at each checkpoint for immutable, audit-ready records.

Key Deliverables: IoT data adapter layer, custom compliance logic, and permissioned proof verification for partners.

End-to-End
Traceability
Automated
Compliance Proofs
Choose Your Path to Production

Structured Development Tiers

Compare our structured packages for launching a verifiable AI AppChain, from initial proof-of-concept to enterprise-grade deployment.

Core DeliverablesProof-of-ConceptProduction-ReadyEnterprise Scale

Custom AI Inference Engine

Verifiable Compute Layer (zkML/opML)

Basic zkML

Optimized zkML/opML

Multi-prover Architecture

AppChain Architecture & Consensus

Single Validator

PoS with 5+ Validators

Custom BFT Consensus

Smart Contract Suite (Audited)

Core Contracts Only

Full dApp Suite

Full Suite + Governance

Integration (APIs, Oracles, Bridges)

Testnet Only

Mainnet Ready

Multi-Chain & Custom

Performance & Scalability

Up to 100 TPS

1,000+ TPS, <3s Finality

10,000+ TPS, <1s Finality

Security Audit

Automated Scan

Manual Review + Report

Comprehensive Audit + Bug Bounty Setup

DevOps & Deployment Support

Documentation

Hands-on Deployment

Managed Infrastructure & 24/7 SRE

Ongoing Support & SLA

Community Support

Business Hours, 12h Response

24/7 Dedicated, 1h Critical Response

Typical Timeline

4-6 Weeks

8-12 Weeks

12+ Weeks

Starting Investment

$50K - $100K

$150K - $300K

Custom Quote

how-we-deliver
PROVEN FRAMEWORK

Our Development Methodology

We deliver production-ready Verifiable AI AppChains through a structured, security-first process that de-risks development and accelerates your time-to-market.

01

Architecture & Consensus Design

We design your AppChain's core architecture, selecting the optimal consensus mechanism (PoS, PoA, zk-rollup) and data availability layer to meet your specific throughput, cost, and decentralization requirements.

2-4 weeks
Design Phase
10k+ TPS
Target Capacity
02

Verifiable Compute Integration

We integrate verifiable compute frameworks (e.g., RISC Zero, SP1) and design custom zk-circuits to enable on-chain verification of off-chain AI/ML inference, ensuring trustless execution.

ZK-Proven
Inference
< 1 sec
Proof Gen Target
03

Smart Contract & Bridge Development

Development of core smart contracts in Solidity/Rust for on-chain logic, governance, and tokenomics, plus secure cross-chain bridges (Axelar, LayerZero) for interoperability.

OpenZeppelin
Standards
Multi-Chain
Bridge Support
04

Security Audits & Formal Verification

Our code undergoes rigorous internal review followed by external audits from leading firms. We employ formal verification for critical circuits and contracts to eliminate vulnerabilities.

3rd Party
Audit Mandatory
Zero Critical
Launch Standard
05

Testnet Deployment & Stress Testing

We deploy to a dedicated testnet, executing comprehensive load and adversarial testing to validate performance under peak conditions and ensure network stability.

99.9% SLA
Uptime Target
> 100 Validators
Test Scale
Verifiable AI AppChain Development

Frequently Asked Questions

Get clear answers on timelines, costs, and technical specifics for building your AI-powered blockchain.

A standard deployment takes 4-8 weeks from kickoff to mainnet launch. This includes 1-2 weeks for architecture design, 2-4 weeks for core development and integration of ZK/OP verifiers, and 1-2 weeks for security audits and deployment. Complex integrations with custom ML models or multi-chain bridges can extend this timeline.

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