We architect and deploy custom smart contracts on EVM and Solana that are secure by design. Every contract undergoes rigorous audits and formal verification before deployment.
LABS
Services
AI-Powered Validator Performance & Slashing Mitigation
A predictive AI service that monitors validator health, forecasts performance, and automates failover or delegation shifts to proactively mitigate slashing risks and maximize uptime rewards.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for scale and compliance.
Deliver a battle-tested foundation for your token, DeFi protocol, or NFT project in 2-4 weeks.
- Token Standards:
ERC-20,ERC-721,ERC-1155,SPL, with custom minting, vesting, and governance logic. - DeFi & dApps: Automated market makers (AMMs), lending pools, staking mechanisms, and cross-chain bridges.
- Security First: Development follows OpenZeppelin standards and includes comprehensive unit/integration testing.
key-features-cards
PROACTIVE PROTECTION
How Our AI Validator Manager Works
Our AI-driven system continuously monitors and optimizes your validators to prevent slashing, maximize rewards, and ensure network compliance. We deliver measurable uptime and performance.
01
Real-Time Anomaly Detection
Proprietary AI models analyze block proposal signatures, network latency, and peer connectivity 24/7 to detect and flag potential slashing conditions before they occur.
> 99.5%
Slash Risk Prediction Accuracy
< 1 sec
Anomaly Alert Latency
02
Automated Mitigation & Failover
Upon detecting a critical risk (e.g., double-signing conditions), the system automatically executes pre-configured mitigation protocols, including safe validator shutdown and backup node activation.
100%
Automated Incident Response
Zero
Manual Intervention Required
03
Performance Optimization Engine
Continuously tunes validator client settings (Lighthouse, Teku, Prysm) and infrastructure parameters based on network state to maximize attestation effectiveness and block proposal success.
99.9%
Attestation Efficiency
+15%
Avg. Reward Boost
04
Multi-Chain & Custom Rule Support
Configured for Ethereum, Cosmos, Polkadot, and other major PoS networks. Supports custom slashing condition rules and compliance requirements for institutional validators.
10+
Supported Networks
Fully Custom
Rule Engine
05
Enterprise-Grade Security & Audits
The manager operates within your secure environment. All logic is formally verified and our deployment patterns are audited against infrastructure security best practices.
SOC 2
Compliant Architecture
Zero Trust
Access Model
06
Comprehensive Reporting & SLA
Receive detailed performance dashboards, slashing risk reports, and reward analytics. Backed by a clear 99.9% validator uptime SLA and slashing insurance consultation.
99.9%
Uptime SLA
24/7
Monitoring & Support
benefits
MEASURABLE RESULTS
Tangible Outcomes for Your Staking Operations
Our AI-driven platform delivers concrete, quantifiable improvements to your validator performance and operational security. Stop managing risk and start optimizing yield.
01
Slashing Risk Reduction
Proactive AI monitoring identifies and mitigates slashing conditions before they occur, protecting your staked assets and reputation. We analyze network conditions, node health, and consensus behavior in real-time.
>95%
Risk Mitigation
24/7
Real-time Monitoring
02
Uptime & Performance Optimization
Maximize your validator's attestation effectiveness and block proposal success rate. Our system provides actionable insights and automated adjustments to keep your nodes performing at peak efficiency.
>99.9%
Target Uptime
< 1 sec
Alert Latency
03
Operational Cost Efficiency
Reduce the manual overhead and engineering resources required for node management. Automated health checks, failover protocols, and consolidated reporting free your team to focus on core development.
Up to 70%
Ops Time Saved
Centralized
Multi-Node Dashboard
04
Yield Enhancement & Reporting
Gain clear visibility into your staking rewards with advanced analytics. Track performance against network benchmarks, forecast earnings, and generate detailed reports for stakeholders and compliance.
Real-time
Rewards Analytics
Custom
Stakeholder Reports
Choose the Right Protection Level for Your Staked Assets
AI-Managed vs. Manual or Basic Monitoring
This table compares the capabilities and outcomes of different approaches to validator monitoring and slashing prevention. AI-Managed services deliver proactive protection that manual methods cannot match.
| Monitoring Capability | Manual / Basic Alerting | AI-Managed Service (Chainscore) |
|---|---|---|
Slashing Risk Detection | Reactive (Post-Event) | Proactive (Pre-Event) |
Detection Method | Rule-Based Alerts | ML Models & Anomaly Detection |
Mean Time to Detect (MTTD) | Hours to Days | < 5 Minutes |
Mean Time to Respond (MTTR) | Manual Investigation Required | Automated Mitigation Actions |
Coverage | Known Failure Modes | Known & Novel Anomaly Patterns |
Uptime Impact from Events | High (Significant Downtime) | Low (< 1% Performance Impact) |
Team Resource Requirement | High (Dedicated DevOps/SRE) | Low (Fully Managed Service) |
Annualized Slashing Risk* | 1-5% of Staked Value | < 0.1% of Staked Value |
Total Cost of Ownership (Year 1) | $120K+ (Team + Tools) | Starting at $50K |
how-we-deliver
PROVEN METHODOLOGY
Our Implementation & Support Process
A structured, transparent process designed to deploy and maintain your AI-powered slashing protection with minimal operational overhead, ensuring your validators remain secure and performant from day one.
01
Initial Risk Assessment & Architecture Review
We conduct a deep-dive analysis of your current validator setup, consensus client configuration, and network participation patterns to identify specific slashing risks and performance bottlenecks. This forms the blueprint for your custom AI model.
48-72 hours
Assessment Turnaround
100%
Custom Model Fit
02
AI Model Deployment & Integration
Our team deploys the pre-trained, fine-tuned AI model into your secure environment. We handle the full integration with your node clients (Prysm, Lighthouse, Teku, etc.) and monitoring stack, ensuring seamless data ingestion and alerting.
< 1 week
Average Deployment
Zero-downtime
Integration Guarantee
03
Real-Time Monitoring & Proactive Alerts
Gain 24/7 visibility with our dashboard, delivering real-time health scores, anomaly detection, and predictive alerts for potential slashing events (e.g., double signing, inactivity leaks) before they impact your stake.
< 30 sec
Alert Latency
> 95%
Predictive Accuracy
04
Continuous Optimization & SLA-Backed Support
Your AI model continuously learns and adapts to network upgrades and new attack vectors. Backed by a 99.9% system uptime SLA, our dedicated engineering team provides ongoing support, model retraining, and performance reporting.
99.9%
System Uptime SLA
24/7
Expert Support
For CTOs and Engineering Leads
AI Validator Management: Key Questions
Common questions from technical leaders evaluating AI-driven validator performance and slashing protection.
Our proprietary AI analyzes real-time on-chain data, validator telemetry, and network state across 15+ key risk vectors. It uses anomaly detection to identify patterns preceding downtime, double-signing, or governance violations, providing alerts 24-48 hours before a typical slashing event. The system is trained on historical data from over 10,000 validators.
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