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Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

Real-Time Node Anomaly Detector

AI/ML-powered monitoring that analyzes node telemetry to detect performance degradation, security threats, and unusual behavior before they cause slashing or downtime.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, audited smart contracts built by experts to power your Web3 product.

We architect and deploy production-grade smart contracts that form the immutable backbone of your application. Our development process is built on security-first principles, utilizing Solidity 0.8+, OpenZeppelin libraries, and comprehensive testing frameworks to ensure reliability from day one.

  • Custom Logic: Tailored ERC-20, ERC-721, ERC-1155, and bespoke contract systems.
  • Security Audits: Every contract undergoes internal review and can be prepared for third-party audits.
  • Gas Optimization: We write efficient code to minimize transaction costs for your users.
  • Full Deployment: End-to-end support from local testnets to mainnet on Ethereum, Polygon, Arbitrum, and other EVM chains.

Deliver a secure, auditable, and performant smart contract suite in as little as 2-4 weeks for an MVP, accelerating your path to a live product.

key-features-cards
PROACTIVE INFRASTRUCTURE SECURITY

Core Capabilities of Our Anomaly Detection Service

Our real-time detection system identifies and mitigates node failures, performance degradation, and security threats before they impact your users or revenue.

01

Real-Time Performance Monitoring

Continuous health checks across 50+ metrics including block propagation latency, peer count, memory usage, and CPU load. Receive alerts for deviations from baseline performance within 5 seconds.

< 5 sec
Alert Latency
50+
Live Metrics
02

Predictive Failure Detection

Leverages machine learning models trained on historical node failure data to predict and flag potential outages up to 30 minutes in advance, enabling proactive intervention.

30 min
Advance Warning
95%
Prediction Accuracy
03

Security & Sybil Attack Detection

Identifies anomalous network behavior indicative of Sybil attacks, eclipse attacks, and malicious peer connections. Automatically triggers IP blocklists and re-routes traffic to healthy nodes.

100%
Automated Mitigation
< 1 min
Threat Response
04

Multi-Chain & Multi-Client Support

Out-of-the-box monitoring for Ethereum (Geth, Erigon, Nethermind), Polygon, Arbitrum, Optimism, and Solana. Unified dashboard for managing heterogeneous node fleets.

10+
Supported Chains
20+
Client Types
05

Automated Incident Response

Pre-configured playbooks automatically restart failed nodes, switch RPC endpoints to backups, and notify on-call engineers via Slack, PagerDuty, or Opsgenie.

90%
Auto-Remediation Rate
2 min
Mean Time to Resolve (MTTR)
06

Comprehensive Audit Logging & Reporting

Immutable logs of all node events, alerts, and remediation actions. Generate compliance-ready reports for uptime SLAs, incident root cause analysis, and infrastructure costs.

24/7
Log Retention
99.9%
Uptime SLA
benefits
MEASURABLE IMPACT

Business Outcomes for Your Node Operations

Our Real-Time Node Anomaly Detector delivers concrete operational and financial results, moving beyond simple monitoring to proactive infrastructure management.

01

Maximized Uptime & Revenue

Prevent missed blocks and slashing penalties with sub-second anomaly detection. We deliver 99.9%+ validator uptime SLAs, directly protecting your staking rewards and protocol incentives.

99.9%
Uptime SLA
>95%
Block Success Rate
02

Reduced Operational Overhead

Eliminate manual node babysitting and 3 AM alerts. Our system automates root cause analysis and provides actionable remediation steps, cutting engineering firefighting time by over 70%.

70%
Less Firefighting
24/7
Automated Coverage
03

Enhanced Security Posture

Detect subtle threats like memory leaks, peer flooding, and consensus manipulation before they cause an outage. Integrates with your existing SIEM and follows security best practices certified by our internal audits.

< 5 sec
Threat Detection
Zero
False Positives
04

Predictable Infrastructure Costs

Gain precise visibility into resource utilization (CPU, memory, disk I/O) to right-size your node fleet. Avoid over-provisioning and reduce cloud infrastructure spend by an average of 30%.

30%
Cost Reduction
Real-time
Cost Analytics
05

Faster Time-to-Resolution

Move from detection to diagnosis in minutes, not hours. Our correlated telemetry and historical analysis pinpoint the exact chain height, peer, or system component causing the issue.

< 10 min
Mean Time to Diagnose
1-click
Report Generation
06

Scalable Multi-Chain Management

Manage anomalies across Ethereum, Solana, Cosmos, and other L1/L2 networks from a single dashboard. Deploy consistent monitoring and alerting policies as you expand your validator set.

10+
Protocols Supported
Unified
Dashboard View
Infrastructure Decision Analysis

Build vs. Buy: In-House Monitoring vs. Chainscore Service

A detailed comparison of the resource investment, risk, and outcomes associated with developing a real-time node anomaly detection system internally versus leveraging Chainscore's managed service.

Key FactorBuild In-HouseChainscore Service

Time to Production

6-9 months

2-4 weeks

Initial Development Cost

$150K - $300K+

From $15K/month

Ongoing Maintenance (Annual)

$200K - $400K (2-3 FTE)

Included in service

Detection Algorithm Quality

Basic heuristics (high false positives)

ML-driven with <1% false positive rate

Supported Chains & Clients

Limited to 1-2 (e.g., Geth only)

30+ chains, all major clients (Geth, Erigon, Besu)

Security & Audit Overhead

Your responsibility (high risk)

SOC 2 Type II compliant, audited platform

Alert Integration & Escalation

Manual setup (Slack, PagerDuty)

Pre-built with 10+ integrations, automated runbooks

Historical Analysis & Forensics

Requires separate data pipeline

12-month anomaly history included

Expertise Required

DevOps, SRE, Blockchain Protocol Specialists

Your team manages business logic; we manage detection

Total Cost of Ownership (Year 1)

$350K - $700K+

$180K - $500K (predictable OpEx)

how-we-deliver
A PROVEN FRAMEWORK

Our Implementation & Support Methodology

We deliver a structured, transparent process designed for rapid deployment and long-term reliability. Our methodology ensures your anomaly detection system is operational, secure, and fully supported from day one.

01

Discovery & Architecture Design

We conduct a deep-dive analysis of your node infrastructure and consensus mechanisms to design a custom detection rulebook. This includes defining critical thresholds for block propagation, peer connectivity, and mempool health specific to your chain.

1-2 days
Initial Scoping
Custom Rules
Tailored Logic
02

Secure Agent Deployment

Our lightweight monitoring agent is deployed across your validator and RPC nodes. It uses encrypted channels to stream telemetry data (CPU, memory, network I/O, block height) to our secure processing backend without impacting node performance.

< 5 min
Per Node Setup
< 1% Load
Performance Impact
03

Real-Time Alert Configuration

We configure multi-channel alerting (Slack, PagerDuty, Telegram, Email) with severity-based escalation. You define the team and protocol for each alert type, from "Warning" (slow block times) to "Critical" (validator offline).

< 3 sec
Alert Latency
5+ Channels
Integration Options
04

Comprehensive Onboarding & Training

Your team receives hands-on training on the dashboard, alert management, and incident response playbooks. We ensure your DevOps and engineering leads are confident in operating the system before we transition to support.

2 Sessions
Guided Training
Full Documentation
Included
05

Proactive Monitoring & Tuning

Our engineers continuously monitor system performance and fine-tune detection algorithms to reduce false positives. We provide weekly health reports and recommendations for optimizing your node infrastructure.

24/7
System Oversight
Weekly Reports
Performance Insights
06

Dedicated Technical Support

Access to our senior blockchain DevOps engineers via dedicated Slack channel or email. We provide SLA-backed support for incident investigation, rule adjustments, and integration with your existing monitoring stack (Grafana, Datadog).

< 15 min
Initial Response SLA
Senior Engineers
Direct Access
Real-Time Node Anomaly Detector

Frequently Asked Questions

Get clear answers on deployment, security, and support for our enterprise-grade monitoring solution.

We deliver a fully configured, production-ready deployment in 2-3 weeks for standard setups. This includes integration with your existing node infrastructure (RPC, validator, indexer), custom alert rule configuration, and team onboarding. Complex multi-chain or custom metric requirements may extend this to 4-5 weeks.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team
Real-Time Node Anomaly Detector | Chainscore Labs | ChainScore Guides