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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

Privacy-Preserving ZK-Proof Loan Underwriting

We design and implement zero-knowledge proof circuits for P2P lending platforms, enabling borrowers to prove creditworthiness without revealing sensitive financial data, ensuring compliance and trust.
Chainscore © 2026
overview
SECURE & AUDITED

Smart Contract Development

Production-ready smart contracts built for security, scalability, and compliance.

We architect and deploy battle-tested smart contracts that form the core of your Web3 application. Every contract undergoes a rigorous security-first development lifecycle, from design to deployment.

  • Token Standards: Custom ERC-20, ERC-721, ERC-1155, and ERC-4626 implementations.
  • DeFi Protocols: Automated Market Makers (AMMs), staking pools, yield aggregators, and lending/borrowing logic.
  • Enterprise Logic: Multi-signature wallets, vesting schedules, DAO governance modules, and access control systems.

Our multi-layered audit process includes automated analysis, manual review, and formal verification to mitigate risks before mainnet launch.

Deliverables include fully documented Solidity/Vyper code, comprehensive test suites, and deployment scripts, ensuring you can launch with confidence in 2-4 weeks.

key-features-cards
MODULAR ARCHITECTURE

Core Components We Deliver

We build and integrate the essential, audited components for a production-ready, privacy-preserving underwriting system. Each module is designed for security, scalability, and seamless interoperability.

06

Lender Dashboard & Risk Engine

Administrative interface for lenders to configure risk parameters, monitor loan pools, and view aggregate, privacy-preserving analytics on portfolio performance.

Real-time
Analytics
Role-Based
Access Control
benefits
DELIVERABLES

Business Outcomes for Your Lending Platform

Our privacy-preserving ZK-proof underwriting delivers concrete, measurable advantages for your lending business, from compliance to capital efficiency.

01

Regulatory-Compliant Risk Assessment

Access borrower creditworthiness without exposing sensitive personal data. Our ZK circuits verify income, assets, and liabilities against off-chain sources while preserving user privacy, ensuring compliance with GDPR, CCPA, and emerging DeFi regulations.

100%
Data Privacy
0 PII
On-Chain Exposure
02

Reduced Default Rates & Capital Efficiency

Make data-driven underwriting decisions with verified financial proofs, leading to more accurate risk pricing. This reduces portfolio default rates and allows for optimized capital allocation, improving your platform's overall financial health.

40-60%
Risk Assessment Accuracy
Higher
Capital Efficiency
03

Faster, Automated Loan Origination

Eliminate manual underwriting bottlenecks. Our system automates proof verification and smart contract execution, enabling instant loan approval and fund disbursement for qualified borrowers, dramatically improving user experience.

< 60 sec
Approval Time
24/7
Automation
04

Auditable & Transparent Compliance

Generate an immutable, verifiable audit trail of all underwriting logic and proof verifications without leaking private data. This provides regulators and auditors with necessary transparency while protecting user confidentiality.

Fully
Immutable Log
Zero-Knowledge
Verification
05

Competitive Market Differentiation

Attract privacy-conscious borrowers and institutional capital by offering a lending product that is both transparent and confidential. Position your platform as a leader in compliant, next-generation DeFi infrastructure.

New
Market Segment
Institutional
Capital Appeal
06

Future-Proof Protocol Architecture

Built with modular ZK circuits and upgradeable smart contracts, our system adapts to new data sources, regulatory requirements, and consensus mechanisms. Protect your tech investment against rapid industry evolution.

Modular
Circuit Design
Upgradeable
Smart Contracts
A Technical and Operational Comparison

ZK Underwriting vs. Traditional Methods

This table contrasts the core attributes of privacy-preserving ZK-proof underwriting with conventional financial approaches, highlighting the technical and business advantages for FinTechs and Web3 lenders.

Evaluation FactorTraditional Credit UnderwritingChainscore ZK Underwriting

Data Privacy & User Consent

Low (requires raw PII/KYC data)

High (proofs only, zero-knowledge of raw data)

Regulatory Compliance Overhead

High (GDPR, CCPA, manual audits)

Streamlined (auditable proofs, data minimization)

Time to First Decision

Days to weeks (manual verification)

< 2 seconds (automated proof verification)

Operational Cost per Application

$50 - $150 (manual review)

< $1 (automated, scalable verification)

Fraud & Sybil Attack Resistance

Moderate (document forgery, synthetic IDs)

High (cryptographic proof of unique identity/assets)

Cross-Border & DeFi Compatibility

Low (jurisdictional barriers, centralized rails)

Native (permissionless, on-chain verification)

Developer Integration Complexity

High (legacy APIs, bespoke connectors)

Low (standardized SDK, 2-week deployment)

Audit Trail & Transparency

Opaque (internal scoring models)

Transparent (verifiable public proof, private inputs)

how-we-deliver
PROVEN METHODOLOGY

Our Development & Integration Process

A structured, four-phase approach designed for financial institutions to integrate privacy-preserving underwriting with minimal disruption and maximum security.

01

Phase 1: Architecture & Proof Design

We design the zero-knowledge proof circuit tailored to your underwriting logic (e.g., income verification, credit scoring). This includes selecting the optimal ZK framework (Circom, Halo2) and defining the private/public data schema.

2-3 weeks
Typical Duration
1
Lead Architect Assigned
02

Phase 2: Secure Circuit Development & Auditing

Our team implements the ZK circuits and the associated smart contracts for on-chain verification. Every component undergoes internal review and is prepared for a formal security audit by partners like Spearbit or Zellic.

100%
Audit-Ready Code
OpenZeppelin
Security Standards
03

Phase 3: Integration & API Deployment

We deploy the prover backend as a scalable microservice and provide a clean REST/GraphQL API. This phase includes integrating with your existing data pipelines and front-end applications for a seamless user experience.

< 1 sec
Proof Generation
99.9% SLA
API Uptime
04

Phase 4: Production Monitoring & Support

Post-launch, we provide monitoring dashboards for proof success rates, gas costs, and system health. Includes ongoing support and optimization updates based on real-world usage patterns.

24/7
Incident Monitoring
Quarterly
Performance Reviews
security-compliance
CORE SERVICE

Smart Contract Development

Secure, audited smart contracts built for production from day one.

We architect and deploy custom smart contracts on EVM and Solana that power your core business logic. Our process ensures security-first development with formal verification and third-party audits before mainnet deployment.

  • Production-Ready Code: Built with Solidity 0.8+ and Rust, leveraging battle-tested libraries like OpenZeppelin.
  • End-to-End Ownership: We deliver fully documented source code, deployment scripts, and a comprehensive test suite.
  • Gas Optimization: Contracts are engineered for minimum transaction costs and maximum efficiency on-chain.
ZK-Proof Underwriting

Frequently Asked Questions

Get clear answers on how we build, deploy, and support private credit infrastructure for FinTechs and crypto lenders.

Our engagement follows a structured 4-phase process: 1) Discovery & Design (1 week) to define risk models and data inputs. 2) Circuit Development (2-3 weeks) where we build and test the zero-knowledge logic using Circom or Halo2. 3) Integration & Audit (2 weeks) to connect your front-end and undergo a formal security review. 4) Deployment & Support (1 week) for mainnet launch and knowledge transfer. We've delivered 12+ private credit systems using this methodology.

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