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
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

Optimistic Rollup for Training Data

We design and implement custom Optimistic Rollup infrastructure to scale the streaming and batching of AI training data onto a secure base layer, ensuring data integrity and economic security.
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 on EVM and Solana that power your core business logic. Our development process is built for security-first execution, ensuring your application's foundation is robust from day one.

Deliver a secure, auditable, and gas-optimized contract suite in as little as 2 weeks.

Our standard delivery includes:

  • Full-stack development from Solidity/Rust to front-end integration.
  • Comprehensive audits using industry-standard tools and manual review.
  • Gas optimization to minimize user transaction costs by up to 40%.
  • Upgradeability patterns for seamless, secure future iterations.

We specialize in high-value contract systems:

  • DeFi Protocols: DEXs, lending/borrowing, yield aggregators.
  • Token Standards: Custom ERC-20, ERC-721, ERC-1155, and SPL tokens with advanced features.
  • Enterprise Logic: Multi-signature wallets, automated treasury management, and compliance modules.
  • NFT Ecosystems: Generative collections, marketplaces, and dynamic utility mechanics.
key-features-cards
ARCHITECTURE & ENGINEERING

Core Technical Capabilities

We build production-ready, scalable optimistic rollup infrastructure specifically for AI training data, delivering verifiable data integrity and enterprise-grade performance.

01

Custom Fraud Proof Systems

Tailored fraud proof mechanisms designed for data validity, enabling secure and efficient dispute resolution for off-chain training data processing.

7-day
Challenge Window
O(1) Proofs
Verification Complexity
02

Data Availability Layer

Secure off-chain data storage with cryptographic commitments on-chain, ensuring training datasets are accessible for verification without L1 bloat.

EigenDA/Celestia
Integration Ready
> 1 TB
Scalable Storage
03

High-Throughput Sequencer

Dedicated sequencer nodes optimized for batch processing of training data transactions, minimizing latency and maximizing rollup efficiency.

2000+ TPS
Peak Capacity
< 2 sec
Batch Finality
04

Cross-Chain Bridging

Secure, trust-minimized bridges for importing verified data from Ethereum mainnet and other L2s, creating interoperable training environments.

Ethereum/Polygon
Native Support
30 min
Standard Withdrawal
05

Modular Node Infrastructure

Deployable full nodes, verifiers, and provers with containerized orchestration (Kubernetes) for resilient, auto-scaling network participation.

99.5% SLA
Node Uptime
Docker/K8s
Deployment Stack
06

Security & Auditing

End-to-end security review from circuit design to smart contract implementation, following formal verification and industry audit standards.

OpenZeppelin
Libraries
Formal Verification
Methodology
benefits
TRAINING DATA INFRASTRUCTURE

Business Outcomes for Your AI Project

Deploy a production-ready, scalable data pipeline for AI training. Our Optimistic Rollup solution delivers verifiable data provenance, cost efficiency, and seamless integration with your existing ML stack.

01

Provably Authentic Training Data

Immutable on-chain attestations for every data batch, creating a tamper-proof audit trail for model provenance and regulatory compliance.

100%
Data Provenance
Zero Trust
Verification Model
02

Radically Lower Data Ingestion Costs

Batch and compress data submissions on Layer 2, reducing on-chain transaction fees by 90-99% compared to direct Layer 1 posting.

90-99%
Cost Reduction
Cents per GB
Ingestion Cost
03

Enterprise-Grade Data Availability

High-throughput data posting with 99.9% uptime SLA. Data is available for fraud proofs and verification within our secure, dedicated sequencer network.

99.9%
Uptime SLA
< 2 sec
Posting Latency
05

Accelerated Model Development Cycles

Eliminate manual data verification and reconciliation. Our automated validation layer cuts data preparation time from weeks to hours.

10x Faster
Data Prep Speed
Weeks → Hours
Cycle Time
06

Future-Proof Data Governance

Built-in compliance hooks for data licensing (CC, custom), usage rights management, and automated royalty distribution to data contributors.

Automated
Royalty Payouts
ERC-721/1155
License Standards
From Proof-of-Concept to Full Production

Phased Implementation Roadmap

A structured, milestone-driven approach to deploying your Optimistic Rollup for AI training data, designed to de-risk development and accelerate time-to-market.

Phase & DeliverablesStarter (PoC)Professional (Production-Ready)Enterprise (Fully Managed)

Custom Rollup Chain Deployment

Data Availability Layer Integration

Basic (Testnet)

Custom (Mainnet)

Multi-Layer (Mainnet)

Fraud Proof System

Standard (Open Source)

Enhanced (Custom Logic)

Bespoke w/ Fast Finality

Data Ingestion & Validation Nodes

Up to 2

Up to 10

Unlimited, Auto-Scaling

Sequencer & Prover Infrastructure

Shared

Dedicated Instance

Multi-Region Cluster

Cross-Chain Bridge (L1 <> Rollup)

Basic Functionality

Optimized for High Volume

Custom Token Standards

Security Audit & Penetration Testing

Automated Scan

Manual Review + Report

Comprehensive Audit + Bug Bounty

Monitoring, Alerting & Analytics Dashboard

Basic Metrics

Advanced Analytics & Alerts

Real-Time SLA Dashboard

Ongoing Maintenance & Support

Community / Email

24/7 Slack, 8h Response

Dedicated Engineer, 1h SLA

Estimated Timeline

4-6 Weeks

8-12 Weeks

12-16 Weeks

Starting Price

$75K

$200K

Custom Quote

how-we-deliver
SECURE FOUNDATIONS

Custom Smart Contract Development

Expertly engineered smart contracts that power your Web3 product with security, scalability, and precision.

We architect and deploy production-grade smart contracts for DeFi, NFTs, and enterprise applications. Our development process is built on audited security patterns and rigorous testing to mitigate risks and ensure reliability.

  • Protocols & Standards: Custom ERC-20, ERC-721, ERC-1155, and bespoke logic for AMMs, staking, governance, and more.
  • Security-First: Code reviews, formal verification, and integration with tools like Slither and MythX.
  • Gas Optimization: Every contract is optimized for efficiency, reducing user transaction costs by up to 40%.
  • Full Audit Readiness: Deliverables include comprehensive test suites and documentation for seamless third-party audits.

From initial concept to mainnet deployment, we provide the secure, scalable foundation your application needs to succeed.

tech-stack
Optimistic Rollup Development

Frequently Asked Questions

Get clear answers about our Optimistic Rollup development services for AI training data. We specialize in building secure, scalable, and cost-effective L2 solutions.

A standard, production-ready Optimistic Rollup for training data takes 4-8 weeks from kickoff to mainnet deployment. This includes architecture design, smart contract development, fraud proof integration, and comprehensive testing. Complex integrations or custom data availability layers can extend this timeline, which we scope and agree upon before project start.

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
Optimistic Rollup for Training Data | Chainscore Labs | ChainScore Guides