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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

AppChain for Vertical AI Solutions

We design and build custom application-specific blockchains (AppChains) tailored to the unique data privacy, regulatory compliance, and computational demands of your industry's AI models.
Chainscore © 2026
overview
SECURE FOUNDATIONS

Custom Smart Contract Development

Build secure, gas-optimized smart contracts tailored to your specific business logic.

We architect and deploy production-ready smart contracts for DeFi, NFTs, and enterprise applications. Our process ensures audit-ready code from day one, built on Solidity 0.8+ with OpenZeppelin security patterns.

  • Custom Tokenomics: Design and implement ERC-20, ERC-721, or ERC-1155 tokens with custom minting, vesting, and governance logic.
  • Gas Optimization: Achieve up to 40% lower transaction costs through meticulous code review and optimization.
  • Security-First: Every contract undergoes internal audits against common vulnerabilities before deployment to mainnet.

We deliver battle-tested contracts that power your core product, not just a one-time deployment. Our modular approach allows for rapid iteration and future upgrades.

key-features-cards
BUILT FOR SCALE

Engineered for Vertical AI Demands

Our AppChain infrastructure is purpose-built to meet the unique computational, data, and economic requirements of AI applications. We deliver the performance, security, and flexibility your vertical AI solution demands.

01

High-Throughput AI Inference

Dedicated blockchain compute for on-chain AI agents and verifiable inference. Achieve sub-second transaction finality to power real-time AI interactions without network congestion.

< 1 sec
Finality
10,000+
TPS Capacity
02

Secure Data Provenance

Immutable audit trails for training data, model weights, and inference results. Leverage zero-knowledge proofs for privacy-preserving verification, ensuring compliance and trust in your AI's outputs.

ZK-Proofs
Privacy Layer
Immutable
Audit Trail
03

Custom Economic Models

Design tokenomics and fee structures tailored to your AI ecosystem. Implement pay-per-inference, staking for model access, and revenue-sharing mechanisms natively on-chain.

ERC-20/721
Token Standards
Gasless
User Options
05

Enterprise-Grade Security

Foundation secured by formal verification and audits from leading firms like Trail of Bits. Includes multi-sig governance, rate limiting, and real-time threat monitoring for production AI workloads.

Formal Verification
Security Standard
24/7
SOC Monitoring
06

Managed Infrastructure

Fully managed RPC endpoints, block explorers, and indexers with 99.9% uptime SLA. We handle node operations, upgrades, and scaling so your team can focus on core AI development.

99.9%
Uptime SLA
< 2 weeks
Deployment Time
benefits
DELIVERED BY YOUR APPCHAIN

Business Outcomes for Your AI Product

Move beyond theoretical AI models to a production-ready, monetizable product. Your dedicated AppChain provides the secure, scalable, and sovereign infrastructure required to turn AI innovation into sustainable business value.

01

Monetize AI Inference

Deploy a native token economy to charge for AI inference, model access, or data queries directly on-chain. Eliminate reliance on traditional payment processors and unlock new revenue streams with programmable, automated settlements.

< 0.1 sec
Settlement Time
0%
Revenue Leakage
02

Protect Model IP & Data

Your model weights, training data, and proprietary algorithms remain on your sovereign chain. Implement verifiable compute with zero-knowledge proofs for trustless execution without exposing your core IP to public networks.

100%
Data Sovereignty
ZK-Proofs
Verifiable Compute
03

Scale to Enterprise Demand

Achieve predictable, low-cost transactions isolated from public network congestion. Your AppChain provides dedicated throughput for AI workloads, ensuring sub-second finality and consistent performance under high load.

10,000+
TPS Capacity
$0.001
Avg. Tx Cost
04

Accelerate Time-to-Market

Launch your AI product in weeks, not years. We provide a production-ready AppChain framework with built-in token standards, governance, and security modules, allowing your team to focus on AI logic, not blockchain plumbing.

< 4 weeks
To MVP
Pre-audited
Core Modules
05

Enable Verifiable AI

Build trust with users and regulators by providing cryptographic proof of model execution and data provenance. Every AI inference is an immutable, auditable on-chain event, creating a transparent and accountable system.

Immutable
Audit Trail
On-chain
Provenance
06

Future-Proof Architecture

Maintain full control over your tech stack with the ability to fork, upgrade, and customize your chain's consensus, fee market, and virtual machine. Avoid vendor lock-in and adapt to new cryptographic primitives as they emerge.

100%
Ownership
EVM+
Flexible VM
Infrastructure Decision Matrix

AppChain vs. Generic Layer-1: A Strategic Choice for AI

A direct comparison of infrastructure models for deploying and scaling AI agents, models, and data marketplaces on-chain. Evaluate based on performance, control, and long-term viability.

Key ConsiderationGeneric Layer-1 (e.g., Ethereum, Solana)Custom AppChain for AI

Compute & Gas Cost Predictability

Volatile, market-driven; high cost for complex AI ops

Fixed, tunable; optimized for AI transaction patterns

Throughput for AI Workloads

Shared, contended; subject to network congestion

Dedicated, scalable; designed for high-frequency agent interactions

Data Privacy & Sovereignty

Public by default; all data on shared ledger

Configurable privacy; sovereign chain for proprietary models/data

Governance & Upgrade Agility

Slow, consensus-dependent; hard forks required

Instant, team-controlled; rapid iteration on AI logic

Time to Custom Consensus

Not possible; locked to base layer rules

Fully possible; tailor consensus for AI verification (e.g., Proof-of-Inference)

Integration with Off-Chain AI

Complex, reliant on oracles with latency

Native; direct, secure bridges to off-chain compute clusters

Typical Time to Production

Weeks (for dApp deployment)

4-8 weeks (for full chain deployment and tooling)

Year 1 Total Cost of Ownership

High, variable gas + development overhead

Predictable, often 30-50% lower than L1 operational costs

how-we-deliver
FROM STRATEGY TO PRODUCTION

Our Proven AppChain Delivery Framework

A systematic, four-phase approach to deliver a production-ready, high-performance AppChain for your AI vertical. We de-risk development and accelerate your time-to-market with predictable outcomes.

01

Architecture & Consensus Design

We architect your AppChain's core: selecting the optimal consensus mechanism (e.g., Tendermint, Avalanche Subnet) and designing the data availability layer for your AI workload. This ensures high throughput and low-latency inference.

< 1 sec
Block Time Target
10K+ TPS
Scalability Design
02

Custom Smart Contract Suite

Development of core protocol logic: AI model licensing, verifiable compute proofs, and tokenized incentive mechanisms. Built with Solidity or CosmWasm, following OpenZeppelin standards and gas-optimized patterns.

100%
Coverage Audit
OZ Standards
Security Base
03

Validator & Node Deployment

Full lifecycle management of your network's infrastructure. We provision, configure, and secure validator nodes with automated monitoring, key management, and high-availability setups on AWS/GCP.

99.9%
Uptime SLA
24/7
Monitoring
04

Integration & Go-Live

Seamless integration of your AppChain with existing AI pipelines, front-end applications, and cross-chain bridges (e.g., Axelar, LayerZero). We manage the genesis ceremony and provide post-launch support.

2-4 weeks
Deployment Time
Full Docs
Handover
For AI & Machine Learning Teams

AppChain Development: Key Questions Answered

Clear, technical answers to the most common questions from CTOs and product leaders evaluating custom blockchain infrastructure for their AI solutions.

A standard AppChain deployment for an AI solution takes 4-8 weeks from technical specification to mainnet launch. This includes 1-2 weeks for architecture design and consensus mechanism selection, 2-4 weeks for core development and smart contract integration, and 1-2 weeks for security audits, testnet deployment, and final launch preparation. Complex integrations with existing AI model pipelines or custom privacy layers may extend the timeline, which we scope and commit to 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
AppChain for Vertical AI | Chainscore Labs | ChainScore Guides