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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

MPC Privacy-Preserving Data Analytics

Develop custom systems that enable multiple parties to perform joint data analysis (e.g., for fraud detection or market research) using Secure Multi-Party Computation (MPC), ensuring raw data never leaves its source.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, audited smart contracts built for production by blockchain-native engineers.

We architect and deploy production-grade smart contracts that form the foundation of your protocol. Our team specializes in Solidity 0.8+ and Vyper, leveraging battle-tested patterns from OpenZeppelin to ensure security and gas efficiency from day one.

  • Full Lifecycle Development: From initial design and Hardhat/Foundry testing to mainnet deployment and upgrade management via Transparent or UUPS proxies.
  • Security-First Approach: Every contract undergoes internal audits and formal verification before submission to leading third-party firms like CertiK or Trail of Bits.
  • Protocol-Specific Expertise: Custom logic for ERC-20, ERC-721, ERC-1155, staking mechanisms, governance (Compound-style), and automated market makers (AMMs).

Reduce your time-to-audit by 40% and launch with confidence. We deliver contracts with 99.9% test coverage and comprehensive documentation for your team and community.

key-features-cards
ENTERPRISE-GRADE PRIVACY

Core Capabilities of Our MPC Analytics Systems

Our Multi-Party Computation (MPC) systems enable you to extract actionable insights from sensitive data without ever exposing the raw inputs. Built for financial institutions and Web3 enterprises requiring the highest standards of confidentiality and compliance.

01

Privacy-Preserving Data Aggregation

Perform secure computations (sums, averages, percentiles) across multiple private datasets. Derive market intelligence and risk metrics without revealing individual user or institutional data, ensuring GDPR and CCPA compliance by design.

Zero-Knowledge
Data Exposure
SOC 2 Type II
Compliance
02

Cross-Institutional Analytics

Enable collaborative analytics between banks, exchanges, and DeFi protocols. Our MPC protocols allow parties to jointly compute metrics like total exposure or market trends while keeping proprietary data siloed and encrypted.

3+ Parties
Secure Collaboration
Sub-Second
Query Latency
03

On-Chain & Off-Chain Data Fusion

Seamlessly integrate private off-chain enterprise data with on-chain blockchain state. Analyze wallet behaviors, transaction patterns, and liquidity flows while maintaining the confidentiality of sensitive business logic and user identities.

EVM & L2s
Chain Support
< 100ms
Sync Time
04

Auditable Computation & Proofs

Every MPC computation generates cryptographic proofs of correctness. Provide verifiable, tamper-proof audit trails for regulators and internal compliance teams, proving that analytics were performed correctly on authorized data.

Cryptographic
Proof System
Real-Time
Audit Logs
05

Customizable Privacy Thresholds

Configure privacy parameters to match your risk model. Define the minimum number of parties required to reconstruct data (k-of-n thresholds), balancing security with computational efficiency for your specific use case.

Fully Configurable
Thresholds
TEE Optional
Enhanced Security
06

High-Performance MPC Engine

Leverage our optimized MPC runtime built in Rust and C++. Achieve near-native computation speeds for complex statistical models and machine learning inferences, scaling to billions of data points without compromising privacy.

10-100x
Faster vs. Baseline
Rust/C++
Core Runtime
benefits
DELIVERABLES

Business Outcomes for Your Organization

Our MPC-based privacy-preserving analytics deliver concrete, measurable results for your data strategy, enabling secure collaboration and new revenue streams.

02

Regulatory-Compliant Data Sharing

Enable data monetization and partnerships while adhering to GDPR, CCPA, and financial regulations. Our framework provides audit trails and proof of compliance for all computations.

GDPR/CCPA
Compliance
Immutable
Audit Logs
04

On-Chain & Off-Chain Data Correlation

Gain holistic insights by securely combining private off-chain business data with on-chain blockchain activity. Our MPC nodes facilitate trustless joins for a complete transaction view.

Cross-Chain
Data Unification
Trustless
Verification
05

Custom Privacy-Preserving Applications

Develop bespoke applications for secure auctions, credit scoring, or KYC/AML checks. We build tailored solutions using MPC, homomorphic encryption, and zero-knowledge proofs.

Bespoke
Development
ZK Proofs
Integration
06

Enterprise-Grade Security & SLAs

Deploy with confidence using our certified infrastructure. We provide 99.9% uptime SLAs, undergo regular security audits, and implement military-grade encryption for all data in use.

99.9%
Uptime SLA
SOC 2
Compliance
use-cases
ENTERPRISE USE CASES

Proven Applications Across Industries

Our MPC-based privacy-preserving analytics platform delivers actionable insights while maintaining data sovereignty, enabling secure collaboration and compliance across sectors.

Choose Your Implementation Tier

Structured Development Path to Production

A clear comparison of our MPC privacy-preserving analytics service tiers, from initial proof-of-concept to enterprise-grade deployment.

Feature / DeliverableProof-of-ConceptProduction-ReadyEnterprise Scale

Multi-Party Computation (MPC) Core Engine

Custom Privacy-Preserving Analytics Models

1 Model

Up to 5 Models

Unlimited Models

On-Chain Data Verification Layer

Integration with Existing Data Pipelines (Snowflake, BigQuery)

Manual

API-Based

Managed Connector

Throughput (Queries per Second)

Up to 100 QPS

Up to 10,000 QPS

100,000+ QPS

Data Source Support

EVM Chains Only

EVM + Solana

EVM, Solana, Cosmos, Custom

Security Audit & Penetration Testing

Basic Review

Full Audit Report

Full Audit + Quarterly Re-Audits

SLA for Uptime & Performance

Best Effort

99.5%

99.9%

Dedicated Technical Support

Community

Business Hours

24/7 with 1h Response

Implementation Timeline

2-4 Weeks

6-10 Weeks

12+ Weeks

Typical Engagement Cost

$25K - $50K

$100K - $250K

Custom Quote

how-we-deliver
CORE SERVICE

Smart Contract Development

Secure, audited smart contracts built to your exact specifications, from concept to deployment.

We architect and deploy production-grade smart contracts on EVM and Solana that are secure, gas-optimized, and tailored to your business logic. Every contract undergoes a multi-stage audit process before mainnet deployment.

  • Custom Tokenomics & DeFi Protocols: ERC-20, ERC-721, AMMs, lending/borrowing pools, and staking mechanisms.
  • Security-First Development: Adherence to OpenZeppelin standards and formal verification for critical functions.
  • End-to-End Delivery: From technical specification to deployment and on-chain verification on Etherscan or Solscan.

Reduce your time-to-market from months to weeks with our battle-tested development frameworks and reusable security modules.

Technical & Commercial Insights

Frequently Asked Questions on MPC Analytics

Get clear, specific answers to the most common questions CTOs and product leaders ask when evaluating privacy-preserving data analytics solutions.

A production-ready MPC analytics deployment typically takes 4-8 weeks, depending on data complexity and integration scope. Our standard 4-phase process includes: 1) Architecture & Data Mapping (1 week), 2) MPC Protocol Implementation (2-3 weeks), 3) Integration & Testing (1-2 weeks), and 4) Security Audit & Deployment (1 week). We deliver a working proof-of-concept within the first 2 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