We architect and deploy custom smart contracts that form the backbone of your Web3 product. Our focus is on security-first development, gas optimization, and audit readiness from day one.
LABS
Services
AI-Powered Validator Performance Optimization
Machine learning service that analyzes validator node telemetry to provide automated tuning and actionable insights, increasing block proposal success and staking rewards.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for scale and compliance.
Deliver a secure, auditable, and scalable contract suite in as little as 2 weeks for an MVP.
- Protocol Development: Custom
ERC-20,ERC-721,ERC-1155, and complex DeFi logic (staking, bonding curves, AMMs). - Security & Auditing: Built with OpenZeppelin standards, comprehensive unit/integration testing, and pre-audit preparation for firms like CertiK or Quantstamp.
- Gas Optimization: Achieve 30-50% lower transaction costs through efficient storage patterns and bytecode optimization.
- Full Lifecycle Support: From initial design and deployment to post-launch monitoring and upgrade management via transparent proxies.
key-features-cards
PROPRIETARY TECHNOLOGY
How Our AI Optimization Engine Works
Our engine continuously analyzes and adapts your validator's performance using real-time on-chain data and machine learning, delivering measurable improvements in uptime, rewards, and operational efficiency.
01
Real-Time Performance Monitoring
Continuous, multi-protocol monitoring of your validator's health, block production, and network conditions. We track 50+ metrics across consensus, execution, and network layers to identify performance bottlenecks before they impact rewards.
50+
Metrics Tracked
< 1 sec
Alert Latency
02
Predictive Slashing Prevention
Proprietary ML models analyze historical and live data to predict and prevent slashing risks. Our system identifies anomalous behavior patterns and automatically triggers corrective actions to protect your stake.
99.9%
Uptime SLA
0
Slashing Events*
03
Dynamic Fee & MEV Optimization
AI-driven transaction bundling and priority fee analysis to maximize MEV extraction and minimize gas costs. Our engine adapts strategies in real-time based on network congestion and mempool dynamics.
15-40%
Avg. Reward Boost
Sub-second
Strategy Updates
04
Automated Infrastructure Scaling
Intelligent resource allocation and auto-scaling for your node infrastructure. Our system provisions compute, memory, and bandwidth based on network demand, ensuring optimal performance during high-load events like airdrops or protocol upgrades.
> 99.5%
Proposal Success Rate
Auto-scale
During Peaks
05
Cross-Chain Strategy Engine
Unified optimization across Ethereum, Solana, Cosmos, and other major networks. Our engine evaluates opportunity costs and rebalancing strategies to allocate stake for maximum annualized yield across supported protocols.
10+
Protocols Supported
Live
Portfolio View
benefits
MEASURABLE RESULTS
Tangible Outcomes for Your Staking Operation
Our AI-powered optimization delivers concrete, data-driven improvements to your validator's performance and profitability. Move beyond guesswork with guaranteed outcomes.
01
Maximized Staking Rewards
Our AI models dynamically adjust validator parameters to consistently outperform baseline reward rates. We target the top quartile of network performance.
5-15%
Avg. Reward Increase
>99%
Proposal Effectiveness
02
Slashing Risk Elimination
Proactive monitoring and predictive alerts prevent double-signing, downtime, and other slashing conditions before they impact your stake.
0
Slashing Events
24/7
Real-time Monitoring
03
Reduced Infrastructure Cost
Optimize cloud resource allocation and automate scaling. Our systems right-size your infrastructure, cutting unnecessary overhead without compromising uptime.
20-40%
Cost Reduction
Auto-scale
Resource Management
04
Guanteed High Uptime SLA
Enterprise-grade infrastructure management with redundant failover systems ensures your validator remains active and earning, backed by a service level agreement.
99.9%
Uptime SLA
< 60s
Failover Time
05
Actionable Performance Insights
Gain deep visibility into your validator's health, peer performance, and network conditions through a dedicated dashboard with custom alerts and reports.
100+
Monitored Metrics
Real-time
Alerting
06
Rapid Deployment & Onboarding
Get your optimized validator stack operational in days, not weeks. We handle the full setup, configuration, and integration with your existing tools.
< 7 days
Full Deployment
1 day
Initial Sync
Why Legacy Methods Fall Short
Manual Monitoring vs. AI-Powered Optimization
Traditional validator monitoring relies on static thresholds and manual intervention, creating operational blind spots and performance gaps. Our AI-driven platform provides predictive insights and automated tuning for maximum uptime and rewards.
| Monitoring Capability | Manual / Legacy Tools | Chainscore AI Platform |
|---|---|---|
Performance Issue Detection | Reactive (Post-Failure) | Proactive (Pre-Failure Prediction) |
Root Cause Analysis | Manual Log Review (Hours) | Automated Correlation (Seconds) |
Validator Uptime Optimization | Static Threshold Alerts | Dynamic, ML-Based Tuning |
Slashing Risk Mitigation | Basic Alerting | Predictive Risk Scoring & Auto-Remediation |
Reward Yield Analysis | Manual Calculation | Real-Time APY Simulation & Optimization |
Team Effort Required | 2-3 FTE Engineers | Fully Managed Service |
Mean Time to Resolution (MTTR) | 4-8 Hours | < 15 Minutes |
Implementation Timeline | 3-6 Months (Tool Build) | 2-4 Weeks (Integration) |
Total Cost of Ownership (Year 1) | $180K - $300K+ | Starts at $60K |
how-we-deliver
METHODICAL & TRANSPARENT
Our Implementation Process
A structured, four-phase approach to deliver measurable validator performance gains, from initial assessment to ongoing optimization. We ensure clarity, predictability, and rapid time-to-value at every step.
01
Performance Audit & Baseline
We conduct a comprehensive analysis of your current validator setup, identifying bottlenecks in block proposal, attestation efficiency, and missed rewards. This establishes a clear performance baseline and ROI target.
48 hours
Initial Report
100+
Metrics Analyzed
02
AI Model Configuration & Tuning
Our proprietary AI models are configured for your specific network (Ethereum, Solana, etc.) and infrastructure. We fine-tune parameters for block propagation, fee priority, and MEV strategy based on your risk profile.
Custom
Model Training
Real-time
Data Feeds
03
Secure Integration & Deployment
We deploy our optimization engine via a secure, non-custodial sidecar agent. No private key exposure. Integration is completed with your existing node client (Prysm, Lighthouse, etc.) and monitoring stack.
Non-custodial
Security Model
< 1 hour
Agent Deployment
04
Continuous Optimization & Reporting
Gain 24/7 monitoring with automated adjustments and weekly performance reports. Our AI continuously adapts to network conditions, maximizing rewards and minimizing slashing risks.
24/7
Monitoring
Weekly
ROI Reports
AI Validator Optimization
Frequently Asked Questions
Common questions from CTOs and engineering leads about our AI-powered validator performance optimization service.
Our AI-driven optimization typically delivers a 20-40% increase in block proposal efficiency and reduces missed attestations by over 90%. For high-value validators, this translates to 5-15% higher annualized rewards and significantly improved network health scores. We provide a detailed performance baseline report before engagement.
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