We architect and deploy custom Solidity and Rust smart contracts that are secure by design. Our process includes formal verification, comprehensive unit testing, and integration with leading audit firms like OpenZeppelin and CertiK to mitigate risk.
LABS
Services
On-Chain Actuarial Model Engineering
We design, develop, and deploy sophisticated, verifiable actuarial models as on-chain smart contracts. Enable dynamic, data-driven premium pricing and real-time risk assessment for DePIN insurance protocols.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
- Custom Logic: DeFi protocols, NFT marketplaces, DAO governance, and bespoke tokenomics.
- Security-First: Adherence to
ERC-20,ERC-721, andERC-1155standards with battle-tested patterns. - Full Lifecycle: From initial spec to mainnet deployment and post-launch monitoring.
Deliver a fully audited, gas-optimized contract suite in 4-6 weeks, reducing your technical debt and accelerating your go-to-market.
key-features-cards
ENGINEERED FOR WEB3
Core Capabilities of Our Actuarial Engineering
We build robust, transparent, and capital-efficient on-chain actuarial models. Our engineering approach ensures your DeFi insurance, prediction market, or parametric cover product is mathematically sound, secure, and ready for mainnet.
01
Custom Actuarial Model Development
Design and deploy bespoke risk models for novel Web3 insurance products. We engineer capital pools, premium calculations, and claims assessment logic directly into smart contracts.
Solidity 0.8+
Code Standard
2-4 weeks
Model Build Time
02
Oracle Integration & Data Feeds
Secure integration of decentralized oracles (Chainlink, Pyth, API3) to trigger parametric claims and feed real-world data into your risk models with cryptographic proof.
Multi-source
Data Validation
< 1 sec
Update Latency
03
Capital Pool Architecture
Engineer capital-efficient staking, bonding, and reinsurance mechanisms. Design smart contracts for liquidity provisioning, loss coverage, and yield distribution to stakeholders.
ERC-4626
Vault Standard
Dynamic
Risk Loading
05
Regulatory Compliance Frameworks
Build with embedded compliance for global markets. Our models support KYC/AML gateways, jurisdictional rulesets, and on-chain proof of regulatory adherence.
Modular
Compliance Layer
Travel Rule
Protocol Support
06
Performance Optimization & Gas
Extreme gas optimization for high-frequency actuarial operations. We reduce transaction costs for premium payments, claims processing, and capital rebalancing by up to 70%.
70%
Gas Reduction
Sub-second
Claim Finality
benefits
DELIVERABLES & GUARANTEES
Business Outcomes for Your Insurance Protocol
Our actuarial engineering delivers more than just code. We build the robust, data-driven foundation that powers your protocol's core economics, risk management, and competitive edge.
01
Capital-Efficient Risk Pools
Actuarial models engineered to optimize capital requirements, reducing locked collateral by 30-50% while maintaining solvency. We implement dynamic pricing and reserve algorithms to maximize underwriting capacity.
30-50%
Capital Efficiency Gain
Dynamic
Reserve Modeling
02
Audited & Verifiable Models
On-chain actuarial logic undergoes formal verification and third-party audits (e.g., Quantstamp, CertiK). We deliver a transparent, immutable, and mathematically sound risk engine you can stake your reputation on.
Formal Verification
Security Standard
Third-Party
Audit Reports
03
Real-Time Parametric Triggers
Deploy smart contracts that automatically execute claims based on verified oracles (Chainlink, Pyth) for weather, flight, or seismic data. Eliminate manual claims processing and enable instant payouts.
< 60 seconds
Claim Payout Time
Oracle-Powered
Automation
04
Regulatory & Compliance Readiness
Engineer models with built-in compliance hooks for KYC/AML, reporting, and capital adequacy (Solvency II-inspired frameworks). Future-proof your protocol for institutional adoption and global markets.
KYC/AML
Built-in Compliance
Institutional
Grade Architecture
05
Scalable Reinsurance Modules
Custom smart contracts for fractionalizing and transferring risk to reinsurance partners or capital markets. Securely onboard institutional liquidity and diversify your protocol's risk exposure.
ERC-3643
Token Standard
Capital Markets
Liquidity Access
06
Data-Driven Product Launches
Rapidly prototype and launch new insurance products (crop, flight delay, NFT) in 4-6 weeks. Our actuarial frameworks are modular, allowing you to iterate based on real-time loss data and market demand.
4-6 weeks
Time to Market
Modular
Framework
Choose Your Path to Production
Structured Development Tiers
Compare our structured service packages for on-chain actuarial model engineering, designed to match your project's complexity, timeline, and compliance requirements.
| Core Deliverables | Rapid Prototype | Production-Ready | Enterprise Platform |
|---|---|---|---|
Custom Actuarial Model (Solidity/Vyper) | |||
Risk Parameter Library & Oracles | Basic Set | Comprehensive Set | Custom & Proprietary |
On-Chine Capital Model & Solvency Engine | |||
Smart Contract Security Audit | Basic Review | Full Audit + Report | Full Audit + Formal Verification |
Actuarial & Regulatory Compliance Review | Framework Assessment | Full Compliance Suite | |
Deployment & Mainnet Launch Support | Self-Service Guide | Managed Deployment | White-Glove Launch |
Post-Launch Monitoring & Incident Response | 7-Day Basic | 30-Day Priority SLA | 24/7 Dedicated SLA |
Model Update & Parameter Recalibration | Ad-hoc | Quarterly | Continuous (Automated) |
Typical Timeline | 4-6 Weeks | 8-12 Weeks | 12+ Weeks |
Typical Engagement | $50K - $100K | $150K - $300K | Custom Quote |
how-we-deliver
ENGINEERED FOR PRECISION
Our Development Methodology
We build robust, verifiable on-chain actuarial models using a rigorous, multi-phase process designed for financial-grade reliability and regulatory compliance.
01
Risk Model Specification & Validation
We translate actuarial logic into deterministic, on-chain specifications. Every model undergoes formal verification against actuarial tables and regulatory capital frameworks (e.g., Solvency II, NAIC) before a single line of code is written.
100%
Deterministic Logic
Formal
Pre-Code Verification
02
Gas-Optimized Solidity Engineering
Our models are built in Solidity 0.8+ with a focus on computational efficiency and fixed-point precision. We implement gas-saving patterns and custom libraries to minimize on-chain execution costs for high-frequency calculations.
Solidity 0.8+
Code Standard
>40%
Avg. Gas Reduction
03
Comprehensive Security Audits
Every contract undergoes multi-layered security review: automated analysis (Slither), manual review by our senior auditors, and optional third-party audits from firms like Spearbit or Code4rena. We provide a public audit report for transparency.
3-Layer
Audit Process
Public
Final Report
04
Oracle Integration & Data Integrity
We design secure, resilient data pipelines using decentralized oracles (Chainlink, Pyth) and custom attestation layers. Our focus is on minimizing latency and ensuring tamper-proof inputs for sensitive pricing and risk data.
Sub-Second
Data Latency
Multi-Source
Oracle Redundancy
05
Staged Mainnet Deployment
We deploy using a controlled, multi-stage process: testnet validation, limited mainnet launch with circuit breakers, and full-scale rollout. This includes setting up emergency pause mechanisms and upgradeable proxy patterns where required.
3-Stage
Go-Live Process
Emergency
Pause Controls
06
Continuous Monitoring & Reporting
Post-deployment, we provide real-time monitoring dashboards tracking model performance, capital reserves, and outlier events. We deliver scheduled attestation reports for regulators and stakeholders.
Real-Time
Performance Dash
Scheduled
Attestation Reports
security
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for scale and compliance.
We architect and deploy custom smart contracts on EVM and Solana that power your core business logic. Our focus is on security-first development, utilizing formal verification and OpenZeppelin standards to mitigate risks before the first line of code is written.
- End-to-End Development: From initial architecture to mainnet deployment and monitoring.
- Comprehensive Audits: Internal review + coordination with top firms like
CertiKandQuantstamp. - Gas Optimization: Code engineered for up to 40% lower transaction costs.
- Upgradeability Patterns: Implement
ProxyorDiamondstandards for seamless, secure updates.
We deliver audited, battle-tested contracts that form the unbreakable backbone of your application, reducing time-to-market from months to as little as 4 weeks.
On-Chain Actuarial Engineering
Frequently Asked Questions
Common questions from CTOs and product leads about building and deploying actuarial models on-chain.
A standard on-chain actuarial model with core pricing and risk assessment logic takes 4-8 weeks from specification to mainnet deployment. Complex models with custom oracles, multi-chain logic, or novel financial structures can extend to 12+ weeks. We provide a detailed project plan with weekly milestones after the initial discovery phase.
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