Secure, production-ready smart contracts built by Web3 experts for your protocol or application.
We architect, develop, and audit custom Solidity and Rust smart contracts that form the immutable foundation of your product. Our development process ensures gas-optimized code, adherence to EIP standards, and comprehensive security from day one.
Deploy with confidence. We build contracts designed for mainnet from the first line of code.
ERC-20, ERC-721, ERC-1155) to complex DeFi primitives, governance systems, and cross-chain bridges.OpenZeppelin best practices and undergoes internal review before your formal audit.Move beyond generic mock data. Our AI models are trained on real on-chain patterns, generating synthetic data that respects protocol-specific logic, tokenomics, and user behavior for hyper-realistic simulations.
AI models pre-trained on AMMs (Uniswap V2/V3), lending protocols (Aave, Compound), and NFT marketplaces (OpenSea). Generates data with correct fee structures, liquidity dynamics, and event emissions.
Generates multi-step user journeys (e.g., deposit→swap→withdraw) that maintain correct contract state transitions and balance changes, catching complex inter-dependency bugs.
Synthetic data includes precise gas consumption metrics per function call. Identify and refactor high-gas operations before mainnet deployment to reduce user costs.
Generate transaction sets for sanctions screening, travel rule compliance (FATF), and jurisdictional testing. Ensure your DeFi or CeFi application meets regulatory requirements.
Our EVM smart contract synthetic data generation service delivers measurable improvements in development security and speed, directly impacting your project's time-to-market and operational integrity.
Generate thousands of realistic, adversarial transaction scenarios to uncover edge cases before mainnet deployment. We deliver comprehensive test suites that mimic real DeFi exploits and MEV attacks, reducing post-launch vulnerabilities by over 90%.
Access pre-generated, protocol-specific datasets for Uniswap V3, Aave, Compound, and other major DeFi primitives. Our service cuts the data sourcing and test environment setup phase from weeks to days, accelerating your development sprint cycles.
Validate contract behavior against EIP standards and regulatory logic with datasets built for ERC-20, ERC-721, and ERC-4626 compliance testing. We deliver audit-ready evidence of adherence to token standards and financial regulations.
Benchmark your contracts against synthetic market data to identify and eliminate gas inefficiencies. Our analysis provides actionable insights to reduce average transaction costs by 15-40% under realistic network conditions.
Test bridge, omnichain, and layer-2 settlement logic with datasets simulating state discrepancies and latency across Ethereum, Arbitrum, Optimism, and Polygon. We deliver confidence in cross-chain asset security and message passing.
A direct comparison of testing approaches for EVM smart contracts, highlighting how synthetic data generation provides superior coverage and security assurance compared to conventional methods.
| Testing Factor | Traditional Unit/Mock Testing | Synthetic On-Chain Data Generation |
|---|---|---|
Data Fidelity & Realism | Low (simplified mocks) | High (realistic, protocol-accurate) |
Edge Case Coverage | Manual, limited by dev foresight | Automated, discovers unknown edge cases |
Gas Optimization Testing | ||
MEV & Front-Running Simulation | ||
Time to Comprehensive Test Suite | 4-8 weeks (manual creation) | 1-2 weeks (automated generation) |
Maintenance Overhead | High (updates with each protocol change) | Low (data regenerates from live chain state) |
Pre-Production Bug Detection Rate | < 60% (estimated) |
|
Typical Cost for Robust Suite | $25K - $75K+ (engineering time) | $15K - $50K (service fee) |
We deliver production-ready synthetic datasets through a rigorous, four-phase methodology. Each step is designed for accuracy, security, and seamless integration into your development pipeline.
Our engineers perform a deep-dive analysis of your target protocol's smart contracts. We map all functions, events, and state variables to build a complete data model, ensuring our synthetic data mirrors real-world interactions.
We collaborate with your team to define critical test scenarios—from standard user flows to rare edge cases and attack vectors. This ensures your dataset tests for both functionality and resilience.
Using our proprietary engine, we generate massive, statistically valid transaction datasets. Every data point is validated against the live protocol's logic to guarantee behavioral accuracy before delivery.
Receive your dataset in structured formats (CSV, Parquet) with full schema documentation. We include seed states and replay scripts, enabling instant integration into your CI/CD for testing and simulation.
Common questions from CTOs and technical leads about our synthetic data generation service for EVM smart contract testing.
Our process is protocol-aware and deterministic. We analyze your contract's ABI and bytecode to understand its state variables, functions, and event signatures. Using a combination of fuzzing engines and historical chain data patterns, we generate transaction sequences that create realistic, edge-case state data. This includes valid token balances, complex DeFi positions, NFT ownership structures, and governance states, all reproducible for consistent testing.
Our experts will offer a free quote and a 30min call to discuss your project.