ZK-Rollup Synthetic Data Generation | Chainscore Labs

overview

CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by engineers who have audited over $5B in DeFi TVL.

We architect and deploy custom smart contracts that are secure by design. Our team has written and reviewed code securing billions in assets, applying battle-tested patterns from OpenZeppelin and rigorous internal audits.

From MVP to Mainnet: Go from concept to a fully audited, gas-optimized contract in 2-4 weeks.
Full-Stack Integration: We build the contracts and the necessary front-end interfaces, oracles, and backend listeners.
Protocol Specialization: Expertise in ERC-20, ERC-721, ERC-1155, staking systems, automated market makers (AMMs), and bespoke DeFi logic.

We don't just write code; we deliver a verifiable security artifact with comprehensive documentation and a clear path to audit.

key-features-cards

PRODUCTION-READY DATA

Comprehensive Synthetic Data Coverage

We generate high-fidelity, protocol-specific synthetic data for your ZK-Rollup application, enabling robust testing, accurate analytics, and reliable performance tuning before mainnet deployment.

Multi-Protocol Transaction Simulation

Generate realistic transaction flows for DeFi protocols (Uniswap V3, Aave, Compound) and NFT marketplaces (OpenSea, Blur) to test your rollup's execution environment under real-world conditions.

State Transition & Merkle Proof Generation

Automated generation of complete rollup state snapshots, including Merkle proofs and witness data, for end-to-end testing of your proving circuits and state transition logic.

Adversarial & Edge Case Injection

Systematically inject malicious transactions, MEV attacks, and edge-case scenarios (failed txs, reverts, gas exhaustion) to harden your sequencer and prover against exploits.

Load & Performance Benchmarking

Create massive, configurable data sets to benchmark your rollup's TPS, finality time, and storage under peak load, identifying bottlenecks before they impact users.

Custom Schema & Data Modeling

Define custom transaction schemas, account models, and economic parameters (fees, staking) to generate data that perfectly matches your application's unique logic.

Integration with CI/CD Pipelines

Seamless API and CLI integration to generate fresh synthetic datasets on-demand within your GitHub Actions, Jenkins, or CircleCI pipelines for automated regression testing.

benefits

FROM PROTOTYPE TO PRODUCTION

Deliver Production-Ready Confidence

Move from concept to a secure, scalable, and battle-tested ZK-rollup application. We deliver the infrastructure and data layer you need for confident deployment.

Realistic, Protocol-Accurate Data

Generate synthetic transaction data that mirrors real-world ZK-rollup behavior (zkSync, Starknet, Polygon zkEVM). Test your dApp with realistic user flows, gas patterns, and edge cases before mainnet launch.

10M+

Transactions Modeled

< 1ms

Data Generation Latency

EXPLORE

Security-First Development

Build on a foundation of audited smart contracts and secure data pipelines. Our development follows OpenZeppelin standards and incorporates formal verification practices for critical logic.

100%

Code Coverage Target

Zero

Critical Audit Findings

EXPLORE

Scalable Data Infrastructure

Deploy with a horizontally scalable data generation engine. Our systems are designed to handle load testing at production scale, ensuring your application performs under peak demand.

Accelerated Time-to-Market

Go from zero to a fully functional test environment in weeks, not months. Our pre-built modules for common rollup operations (transfers, swaps, bridging) eliminate boilerplate development.

< 4 weeks

To First Testnet

80%

Code Reuse Efficiency

EXPLORE

Infrastructure Decision Matrix

ZK-Rollup Synthetic Data: Build vs. Partner

A technical and economic comparison of developing synthetic data generation for ZK-Rollup applications in-house versus leveraging Chainscore's specialized service.

Key Factor	Build In-House	Chainscore Service
Development Timeline	6-12+ months	4-8 weeks
Initial Engineering Cost	$250K - $600K+	$50K - $150K
ZK-Circuit Expertise Required	Senior ZK Engineers (2-3)	Provided by Chainscore
Data Generation Quality & Realism	Risk of statistical bias	Statistically valid, protocol-specific models
Security & Audit Overhead	High (custom, unaudited code)	Pre-audited patterns, optional formal verification
Ongoing Maintenance & Updates	Dedicated team (1-2 FTE)	Included in SLA, handled by experts
Scalability (TPS & Data Volume)	Custom scaling challenges	Proven architecture, 10,000+ TPS capable
Integration with Provers (e.g., Circom, Halo2)	Custom integration work	Pre-built adapters for major frameworks
Total Cost of Ownership (Year 1)	$400K - $800K+	$80K - $200K

how-we-deliver

PROVEN FRAMEWORK

Our Methodology for ZK-Rollup Testing

We deliver production-ready ZK-Rollup applications through a rigorous, multi-layered testing methodology that eliminates logic flaws and ensures protocol security before mainnet deployment.

Protocol-Specific Synthetic Data Generation

We generate high-fidelity, stateful transaction data tailored to your specific ZK-Rollup architecture (zkSync, StarkNet, Polygon zkEVM). This includes complex multi-step user flows, edge-case transactions, and adversarial patterns to stress-test your application's business logic.

10M+

Test Transactions

100%

State Coverage

Circuit & Prover Integration Testing

Our framework tests the full proving pipeline. We validate that your application's state transitions generate correct ZK-SNARK/STARK proofs and that your verifier contract correctly accepts valid proofs and rejects invalid ones, preventing costly verification failures.

< 1 ms

Proof Validation

Zero

False Positives

Adversarial & Economic Security Testing

We simulate malicious actors and economic attacks specific to rollups, including sequencer failure modes, L1 reorg impacts, MEV extraction attempts, and bridge manipulation. This ensures your system's cryptoeconomic incentives are sound and secure.

50+

Attack Vectors

100%

Mitigation Verified

End-to-End Cross-Layer Validation

We test the complete flow from L2 user interaction through to L1 finality. This includes deposit/withdrawal bridge operations, batch submission logic, fraud proof windows (if applicable), and emergency mode functionality, guaranteeing seamless layer interoperability.

99.9%

Uptime SLA

< 2 sec

Finality Target

Package Comparison

ZK-Rollup Synthetic Data Generation: Technical Specifications & Deliverables

A detailed breakdown of what's included in each development package, from core infrastructure to ongoing support.

Feature / Deliverable	Proof-of-Concept	Production-Ready	Enterprise Suite
Custom ZK Circuit Design & Implementation
Synthetic Data Generation Engine (SDK)	Basic (1 data type)	Advanced (3+ data types)	Fully Customizable
On-Chain Verifier Smart Contracts	Single Chain	Multi-Chain (EVM + 1)	Multi-Chain (EVM, Starknet, zkSync)
Full Security Audit (by 3rd Party)
Gas Optimization Report
Integration Support (Testnet)	Documentation Only	2 Weeks Hands-on	4 Weeks Dedicated Engineer
Mainnet Deployment & Launch Support
Performance & Uptime Monitoring	30 Days	6 Months	12 Months (99.9% SLA)
Technical Support & Response Time	Email (72h)	Priority Slack (24h)	Dedicated Channel (4h)
Estimated Timeline	6-8 Weeks	10-14 Weeks	Custom (16+ Weeks)
Starting Price	$50K	$150K	Custom Quote

ZK-Rollup Synthetic Data

Frequently Asked Questions

Get clear answers on how we generate production-grade synthetic data for your ZK-Rollup application development and testing.

ZK-Rollup synthetic data is artificially generated, production-like transaction data that mimics real user activity on your L2 chain. You need it for secure and realistic testing before mainnet launch. It allows your team to stress-test sequencer logic, fraud proofs, state transitions, and data availability layers without risking real funds or exposing live user data. Our data sets include edge cases like failed transactions, MEV scenarios, and contract interactions to ensure robustness.

ZK-Rollup Application Synthetic Data Generation

Smart Contract Development

Comprehensive Synthetic Data Coverage

Multi-Protocol Transaction Simulation

State Transition & Merkle Proof Generation

Adversarial & Edge Case Injection

Load & Performance Benchmarking

Custom Schema & Data Modeling

Integration with CI/CD Pipelines

Deliver Production-Ready Confidence

Realistic, Protocol-Accurate Data

Security-First Development

Scalable Data Infrastructure

Accelerated Time-to-Market

ZK-Rollup Synthetic Data: Build vs. Partner

Our Methodology for ZK-Rollup Testing

Protocol-Specific Synthetic Data Generation

Circuit & Prover Integration Testing

Adversarial & Economic Security Testing

End-to-End Cross-Layer Validation

ZK-Rollup Synthetic Data Generation: Technical Specifications & Deliverables

Frequently Asked Questions

Get a free quote.

Get In Touch
today.

ZK-Rollup Application Synthetic Data Generation

Smart Contract Development

Comprehensive Synthetic Data Coverage

Multi-Protocol Transaction Simulation

State Transition & Merkle Proof Generation

Adversarial & Edge Case Injection

Load & Performance Benchmarking

Custom Schema & Data Modeling

Integration with CI/CD Pipelines

Deliver Production-Ready Confidence

Realistic, Protocol-Accurate Data

Security-First Development

Scalable Data Infrastructure

Accelerated Time-to-Market

ZK-Rollup Synthetic Data: Build vs. Partner

Our Methodology for ZK-Rollup Testing

Protocol-Specific Synthetic Data Generation

Circuit & Prover Integration Testing

Adversarial & Economic Security Testing

End-to-End Cross-Layer Validation

ZK-Rollup Synthetic Data Generation: Technical Specifications & Deliverables

Frequently Asked Questions

Get In Touch today.

Get In Touch
today.