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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
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

EVM Restaking Risk Model Development

We build custom quantitative risk models to measure and predict slashing, depeg, and liquidity risks for your restaked assets across Ethereum, L2s, and EVM-compatible chains.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 specialists.

We architect and deploy custom smart contracts that are secure, gas-optimized, and tailored to your specific business logic. Our development process is built on audited standards and battle-tested patterns.

  • Security-First Development: Code written in Solidity 0.8+ using OpenZeppelin libraries, with internal audits and formal verification practices.
  • Protocol Specialization: Expertise in ERC-20, ERC-721, ERC-1155, DeFi primitives, and custom governance models.
  • Full Lifecycle Support: From initial design and development to deployment, verification, and ongoing maintenance on mainnet or testnets.

Deliver a secure, auditable foundation for your token, dApp, or protocol in as little as 2-4 weeks.

key-features-cards
ENGINEERED FOR PRODUCTION

Core Capabilities of Our Risk Models

Our EVM restaking risk models are built on a foundation of quantifiable data and battle-tested methodologies, designed to protect capital and maximize validator rewards for protocols and institutions.

01

Real-Time Slashing Risk Assessment

Continuous monitoring of validator performance and network conditions to predict and quantify slashing probability. We deliver actionable risk scores that inform delegation strategies and protect your staked assets.

< 100ms
Risk Score Latency
24/7
Monitoring
02

Multi-Protocol Yield Optimization

Dynamic analysis of rewards across EigenLayer, Babylon, and other restaking protocols. Our models identify optimal allocation strategies to balance risk-adjusted returns, not just raw APY.

5+
Protocols Analyzed
Real-time
Strategy Updates
03

Collateral & Liquidity Risk Modeling

Comprehensive analysis of liquid staking token (LST/LRT) de-pegging risks, withdrawal queue liquidity, and protocol insolvency scenarios. Ensures your restaking positions remain solvent under stress.

99.9%
Historical Accuracy
On-chain
Data Verification
04

Customizable Security Parameters

Tailor risk thresholds, validator whitelists, and alerting rules to match your protocol's specific risk appetite. Integrates directly with your smart contracts or off-chain governance.

API-first
Integration
< 2 weeks
Custom Deployment
05

Formally Verified Core Logic

Critical risk calculation modules are formally verified using tools like Certora and Halmos. Provides mathematical guarantees against logic errors in your risk engine's most sensitive functions.

Certora
Verification Tool
Zero Critical
Audit Findings
06

Comprehensive Reporting & Audits

Generate detailed, on-chain attestable reports for risk exposure, historical performance, and compliance. Provides transparency for stakeholders, auditors, and governance participants.

Automated
Report Generation
Immutable
On-chain Logs
benefits
ACTIONABLE INSIGHTS

Business Outcomes: From Data to Decisions

Our EVM Restaking Risk Model Development service translates complex on-chain data into clear, auditable risk signals, empowering your team to make faster, more confident decisions.

01

Quantified Risk Exposure

Receive a real-time dashboard showing your protocol's exposure to specific slashing conditions, validator centralization, and liquidity risks across EigenLayer, Karak, and other AVS networks.

24/7
Real-time Monitoring
100+
Risk Parameters Tracked
02

Automated Alerting & Mitigation

Deploy configurable alert triggers for critical risk thresholds. Our models integrate with your ops stack to enable automated responses, such as pausing deposits or rebalancing allocations.

< 60 sec
Alert Latency
10+
Pre-built Actions
03

Regulatory & Audit Readiness

Generate standardized, exportable risk reports that satisfy internal governance and external audit requirements. Document your risk framework with clear, verifiable data trails.

SOC 2
Compliant Data
Audit-Ready
Reporting Format
04

Capital Efficiency Optimization

Identify underutilized or over-concentrated capital pools. Our models provide data-backed recommendations to optimize your restaking strategy for maximum yield per unit of risk.

15-40%
Potential Efficiency Gain
Scenario-Based
Simulation Engine
Choose Your Development Path

Tailored Model Development Frameworks

Compare our structured engagement models for EVM restaking risk model development, designed to match your project's scale, timeline, and security requirements.

FeatureStarterProfessionalEnterprise

Custom Risk Model Development

EVM & L2 Protocol Coverage

Ethereum Mainnet

Ethereum + 3 L2s

Full EVM Ecosystem

Smart Contract Audit & Integration

Basic Review

Full Audit + Report

Audit + Formal Verification

Model Backtesting Framework

6 Months Historical

2 Years Historical

Custom Multi-Chain Dataset

Real-Time Data Feed Integration

Slashing Condition Monitoring

Basic Alerts

Advanced Dashboard

Custom Alerting & Automation

Deployment & On-Chain Integration Support

Dedicated Technical Support

Email (Business Hours)

Slack Channel (12h)

24/7 PagerDuty + Dedicated Engineer

Model Update & Iteration Cycles

1 Major Update

Quarterly Updates

Continuous Integration

Typical Timeline

4-6 Weeks

8-12 Weeks

Custom (12+ Weeks)

Starting Engagement

$25K

$80K

Custom Quote

how-we-deliver
PROVEN FRAMEWORK

Our Development Methodology

A systematic, security-first approach to building robust EVM restaking risk models that deliver actionable intelligence and protect capital.

01

Protocol-Specific Risk Assessment

We analyze the unique failure modes and slashing conditions of each underlying protocol (EigenLayer, Karak, Symbiotic) to build a granular, non-generic risk profile.

02

Quantitative Model Engineering

Development of probabilistic models using Monte Carlo simulations and historical on-chain data to quantify tail risks, correlation, and potential loss scenarios.

03

Smart Contract Integration Layer

Secure, gas-optimized Solidity contracts that ingest our risk scores on-chain, enabling automated portfolio rebalancing and capital allocation decisions.

04

Continuous Validation & Backtesting

Our models are continuously validated against live mainnet data and backtested across historical stress events to ensure predictive accuracy and reliability.

05

Security-First Development Lifecycle

Every component undergoes rigorous internal review and is built for external audit from day one, utilizing established patterns from OpenZeppelin and Solmate.

06

Custom Integration & Deployment

We handle the end-to-end integration of the risk model into your application's architecture, from off-chain APIs to on-chain oracles, ensuring seamless operation.

Strategic Decision Analysis

Build vs. Buy: Custom EVM Restaking Risk Model

A detailed comparison of developing a restaking risk model internally versus partnering with Chainscore Labs for a custom, production-ready solution.

Key FactorBuild In-HouseGeneric Third-Party APIChainscore Custom Model

Time to Production

6-12 months

2-4 weeks

4-8 weeks

Model Customization

Full control

None (one-size-fits-all)

Tailored to your protocol

Initial Development Cost

$150K - $400K+

$5K - $20K / year

$50K - $150K

Security & Audit Burden

High (your responsibility)

Medium (shared risk)

Low (we provide audits)

Ongoing Model Maintenance

Requires dedicated quant team

Vendor manages updates

Optional SLA with our experts

Integration Complexity

High (build connectors, oracles)

Low (simple API call)

Medium (managed integration)

Risk of Model Obsolescence

High (you must track L1/L2 upgrades)

High (vendor may lag)

Low (we track ecosystem shifts)

SLA for Model Updates

None

Best effort

Guaranteed in contract

Total Cost of Ownership (Year 1)

$200K - $500K+

$25K - $40K

$75K - $190K

Strategic Advantage

Theoretical IP ownership

None (competitors use same model)

Differentiated, defensible risk logic

EVM Restaking Risk Models

Frequently Asked Questions

Get clear answers on our development process, security, and timelines for building robust restaking risk models.

We deliver a fully audited, production-ready EVM restaking risk model in 4-6 weeks for a standard implementation. This includes the core risk assessment engine, integration with major liquid staking tokens (LSTs), and a comprehensive audit report. Complex multi-chain models or those requiring novel slashing condition logic may extend to 8-10 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