We deliver audit-ready, gas-optimized contracts for DeFi, NFTs, and enterprise applications. Our engineers specialize in Solidity 0.8+, Rust (Solana), and Move (Aptos/Sui) with proven security patterns from OpenZeppelin and AuditOne.
LABS
Services
Predictive Slashing Risk Mitigation AI
A proactive AI monitoring service that predicts and prevents validator slashing events by analyzing on-chain behavior, network conditions, and node configuration to safeguard institutional stake.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
Reduce your time-to-market from months to weeks with our battle-tested development framework.
- Full Lifecycle Support: From architecture and development to deployment, verification, and monitoring.
- Security-First: All code undergoes internal review against common vulnerabilities (
reentrancy,overflow) before external audit. - Measurable Outcomes: Achieve 99.9% uptime SLAs, gas savings up to 40%, and deployment of core MVP logic in 2-3 weeks.
key-features-cards
PROACTIVE DEFENSE
How Our AI Protects Your Validators
Our predictive AI system continuously analyzes on-chain and off-chain data to identify and neutralize slashing risks before they impact your stake. Move from reactive monitoring to proactive protection.
01
Real-Time Anomaly Detection
Monitors validator behavior, network conditions, and consensus participation 24/7. Flags double-signing risks, missed attestations, and synchronization issues with sub-second latency.
< 500ms
Detection Latency
24/7
Monitoring
02
Predictive Risk Scoring
AI models assign a dynamic risk score to each validator, forecasting slashing probability based on historical patterns, peer performance, and network health. Prioritize alerts by severity.
95%
Prediction Accuracy
48h
Risk Forecast Window
03
Automated Mitigation Actions
Upon high-confidence threat detection, the system can trigger automated safe-mode protocols: gracefully exiting validators, pausing duties, or re-routing consensus tasks to prevent penalties.
60 sec
Auto-Response Time
Zero-touch
Remediation
04
Multi-Chain & Client Support
Protects validators across Ethereum (Geth, Besu, Nethermind), Cosmos SDK chains, and Polkadot parachains. Unified dashboard for heterogeneous staking operations.
10+
Supported Clients
EVM & WASM
Runtime Coverage
05
Forensic Slashing Analysis
If a slashing event occurs elsewhere, our system performs a root-cause analysis, providing a detailed report to prevent recurrence and support evidence for potential reimbursement claims.
Full Audit Trail
Data Logging
< 1 hour
Incident Report
06
Enterprise-Grade Security & Compliance
Built with SOC 2 Type II principles. All data is encrypted in transit and at rest. Integrates with existing SIEM tools and provides compliance-ready reporting for institutional clients.
SOC 2
Compliance Framework
AES-256
Encryption
benefits
ACTIONABLE INSIGHTS
Business Outcomes for Your Staking Operation
Our Predictive Slashing Risk Mitigation AI delivers concrete, measurable improvements to your staking infrastructure, directly impacting your bottom line and operational security.
01
Slashing Risk Reduction
Proactive identification of slashing conditions before they trigger, protecting your validator's stake and rewards. Our AI models analyze on-chain behavior and network conditions in real-time.
>90%
Risk Reduction
24/7
Monitoring
02
Uptime & Reward Maximization
Minimize missed attestations and proposal opportunities with predictive node health and performance analytics. Ensure your validators are always online and optimally configured.
99.9%
Targeted Uptime
5-15%
Reward Increase
03
Operational Cost Efficiency
Automate monitoring and alerting, reducing the need for large DevOps teams. Our platform consolidates tools, providing a single pane of glass for all validator management.
40-60%
OpEx Reduction
1 Dashboard
Unified View
04
Regulatory & Compliance Readiness
Generate auditable logs, compliance reports, and proof-of-operation for institutional stakeholders and auditors. Built-in reporting for financial and operational transparency.
Automated
Reporting
SOC 2
Framework
05
Scalable Infrastructure Management
Seamlessly manage validator fleets from 10 to 10,000+ with automated deployment, key management, and failover protocols. Designed for funds, exchanges, and large-scale operators.
Unlimited
Scalability
< 1 Hour
Fleet Setup
Why Proactive Protection Matters
Predictive AI vs. Basic Monitoring
A direct comparison of traditional monitoring tools versus our AI-driven predictive slashing risk mitigation service. See how proactive intelligence prevents downtime and financial loss before it happens.
| Capability | Basic Monitoring | Predictive AI (Chainscore) |
|---|---|---|
Detection Method | Reactive Alerts | Proactive AI Predictions |
Risk Prediction Window | 0-5 minutes | Up to 48 hours |
Slashing Incident Prevention | ||
Root Cause Analysis | Manual Investigation | Automated with Insights |
Supported Validator Clients | Single client | All major clients (Lighthouse, Prysm, Teku, Nimbus) |
False Positive Rate | High (>15%) | Low (<2%) |
Integration Complexity | High (Custom scripts) | Low (API/SDK in 1 day) |
Time to Value | Weeks of tuning | Actionable insights in 24h |
Typical Annual Cost (for 100 validators) | $10K - $25K | $15K - $30K |
how-we-deliver
SECURE FOUNDATIONS
Smart Contract Development
Production-ready smart contracts built for security, gas efficiency, and long-term maintainability.
We architect and deploy custom smart contracts that form the core logic of your dApp. Every line of code is written with security-first principles, optimized for gas costs, and designed for future upgrades.
- Security Audits: All contracts undergo internal review and are prepared for third-party audits from firms like OpenZeppelin or CertiK.
- Gas Optimization: We implement patterns to reduce user transaction fees by 20-40% on average.
- Upgradeability: Built with proxies (ERC-1967) or diamond patterns (EIP-2535) to enable seamless, secure updates.
- Standards Compliance: Full support for
ERC-20,ERC-721,ERC-1155, and custom tokenomics.
We deliver auditable, battle-tested contracts so you can launch with confidence and scale without technical debt.
Predictive Slashing Risk Mitigation AI
Frequently Asked Questions
Get clear answers on how our AI-driven platform protects your validators and staking operations.
Our system ingests real-time on-chain data (block proposals, attestations, network latency) and off-chain signals (node health, infrastructure metrics) into a proprietary machine learning model. It analyzes patterns correlated with historical slashing incidents across major networks like Ethereum, Solana, and Cosmos, providing risk scores and alerts up to 48 hours before a potential event. We've analyzed over 500,000 validator epochs to train our models.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall