Secure, production-ready smart contracts built for scale and compliance.
We architect and deploy custom smart contracts that form the backbone of your Web3 product. Our development process ensures security-first design, gas optimization, and audit readiness from day one.
Deliver a secure, auditable, and scalable contract suite in as little as 2-4 weeks.
ERC-20, ERC-721, ERC-1155, ERC-4626, and custom logic.Solidity 0.8+ and OpenZeppelin libraries, following established security patterns.Our AI agents deliver real-time, on-chain predictive analytics to de-risk lending, trading, and treasury management. Built for institutional-grade accuracy and speed.
Continuous, multi-factor analysis of wallet behavior, collateralization ratios, and transaction patterns to predict default risk before it materializes.
Aggregates positions across DeFi protocols (Aave, Compound, Maker) to calculate true leverage and systemic risk, preventing cascading liquidations.
Configurable alerting and automated action system that integrates directly with your smart contracts or internal dashboards for proactive risk management.
Stress-test your portfolio against historical market crashes (e.g., LUNA, FTX) and custom scenarios using our agent's simulation engine.
Generates auditable risk reports, transaction trails, and compliance documentation for internal governance and regulatory requirements.
We train and deploy proprietary risk models on your historical data and specific vertical (NFTfi, RWA, Perps) for superior predictive power.
Our Predictive Default AI Agent delivers measurable business value by transforming raw blockchain data into proactive risk management and revenue protection.
Identify at-risk positions 30-45 days before default, enabling proactive interventions like margin calls or automated liquidations to protect your capital.
Increase lending pool utilization by confidently adjusting LTV ratios and collateral requirements based on real-time, AI-driven risk scores.
Automate the monitoring of thousands of positions across protocols (Aave, Compound, Morpho) with alerts and reports, eliminating manual portfolio reviews.
Integrate dynamic, wallet-level risk assessments into your credit models to offer personalized interest rates and improve competitive positioning.
Generate immutable, on-chain attestable reports of your risk management actions, providing a clear audit trail for internal and regulatory compliance.
Deploy a production-ready AI agent with a simple API integration. No need to build in-house ML teams or data pipelines from scratch.
A direct comparison showing how our AI-driven predictive analytics for smart contract risk fundamentally outperforms traditional monitoring tools.
| Capability | Basic Monitoring | Predictive AI Agent |
|---|---|---|
Default Prediction | ||
Risk Detection Method | Rule-based alerts | ML model on historical & on-chain data |
Lead Time to Risk Event | Minutes to hours | Days to weeks |
Actionable Insight | What happened | What will happen & why |
False Positive Rate | High (30%+) | Low (<5%) |
Coverage | Known vulnerabilities | Emerging & novel attack patterns |
Integration Complexity | High (custom dashboards) | Low (API-first, pre-built alerts) |
Team Requirements | Full-time analyst | Minimal oversight |
Typical Implementation | 2-4 weeks | 1-2 weeks |
Annual Cost Impact | $50K-$200K+ in incident response | $25K-$75K in prevention |
A proven, four-phase framework to integrate predictive default intelligence into your DeFi protocol, from initial strategy to production-ready AI agents.
We analyze your protocol's on-chain data, define risk parameters, and design a custom data pipeline for real-time predictive modeling. This ensures the AI is trained on relevant, high-fidelity transaction data.
Our data scientists build and train ML models (e.g., gradient boosting, LSTM networks) on historical default events. We focus on features like wallet behavior, collateral volatility, and market sentiment.
We develop and audit the on-chain components: oracle adapters for model inference, permissioned trigger mechanisms, and gas-optimized settlement logic for automated actions.
Full-stack deployment of the AI agent with a monitoring dashboard. We provide real-time alerts on prediction confidence, agent performance, and system health, ensuring operational reliability.
Secure, production-ready smart contracts built by Web3 experts.
We deliver audit-ready code for ERC-20, ERC-721, and custom protocols, ensuring zero critical vulnerabilities at launch. Our process includes formal verification and gas optimization, reducing deployment risk and operational costs.
From tokenomics to governance, we architect the logic that powers your protocol's value.
OpenZeppelin standards and tested against the latest attack vectors.Get clear answers on how our AI-driven risk assessment platform integrates with your DeFi protocol.
Our agent integrates via a modular API and on-chain oracle system. We deploy a secure, audited smart contract suite that interfaces with your lending/borrowing logic. The AI model runs off-chain, feeding real-time risk scores (e.g., probability of default, health factor trends) to your protocol for automated actions like adjusting LTV ratios or triggering liquidations. Integration typically requires 2-3 weeks of development and testing on your testnet.
Our experts will offer a free quote and a 30min call to discuss your project.