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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

Enterprise MPC Training Networks

Deploy secure, blockchain-anchored Multi-Party Computation networks that enable enterprises to jointly train AI models on sensitive, distributed datasets without exposing raw data.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built for your specific business logic.

We deliver audited, gas-optimized smart contracts on EVM and Solana that power your core product. Our development process is built for security and speed:

  • Two-week MVP sprints to validate your concept.
  • Formal verification and third-party audits from firms like CertiK and Quantstamp.
  • Gas optimization reducing transaction costs by up to 40%.

Your business logic, translated into unbreakable code.

Our team specializes in complex DeFi primitives and high-value NFT ecosystems. We don't just write contracts; we architect systems.

  • Custom DeFi: AMMs, lending protocols, yield aggregators with ERC-4626.
  • Advanced NFTs: Dynamic ERC-721/ERC-1155 with on-chain logic and royalty enforcement.
  • Cross-chain: Secure bridges and messaging with LayerZero or Wormhole.

Security is non-negotiable. We implement industry-leading practices:

  • Comprehensive test suites with >95% coverage.
  • Upgradability patterns (TransparentProxy, UUPS) for future-proofing.
  • Incident response plans and post-deployment monitoring via Chainscore Sentinel. Deploy with confidence, backed by our 99.9% uptime SLA for contract infrastructure.
key-features-cards
ENTERPRISE-GRADE SECURITY

Core Capabilities of Our MPC Network Architecture

Our Multi-Party Computation (MPC) network is engineered for institutional use, delivering cryptographic security, operational resilience, and seamless integration for high-value digital asset operations.

benefits
DELIVERABLES

Business Outcomes for Your Data Collaboration Initiative

Our enterprise MPC training networks deliver concrete, measurable results, moving beyond theoretical promises to guaranteed infrastructure performance and security.

01

Secure Multi-Party Computation (MPC) Core

Deploy a privacy-preserving MPC network that enables joint model training on sensitive data without exposing raw inputs. We implement protocols like SPDZ or ABY3 with verifiable secret sharing.

Zero Data Leakage
Security Guarantee
SOC 2 Type II
Compliance
02

Federated Learning Orchestration

Automated coordination layer for distributed training across siloed data sources. Manages node participation, gradient aggregation, and model versioning with fault tolerance.

>99%
Node Uptime
< 5 min
Sync Latency
03

Cryptographic Audit Trail

Immutable, verifiable record of all training operations using zk-SNARKs or Bulletproofs. Provides provable fairness and compliance for regulated industries like healthcare and finance.

Fully Auditable
Regulatory Ready
NIST-Certified
Cryptography
04

Performance-Optimized Network

High-throughput MPC circuits optimized for ML workloads, reducing communication overhead by up to 70% compared to vanilla implementations. Built for scale.

70%
Comm. Overhead Reduction
Sub-Second
Round Time
05

Custom Integration & SDKs

Seamless integration with your existing data pipelines and ML frameworks (PyTorch, TensorFlow). We provide client SDKs and comprehensive API documentation.

< 2 Weeks
Integration Time
24/7
Developer Support
06

Ongoing Security & Maintenance

Continuous monitoring, threat detection, and protocol updates. Includes regular security patches and performance optimizations post-deployment.

99.9%
Uptime SLA
< 4 hr
Incident Response
Why Secure Multi-Party Computation is the Enterprise Standard

MPC Network vs. Traditional Data Sharing Methods

A technical and operational comparison between building a custom MPC training network and using traditional, centralized data aggregation methods.

FeatureCentralized Data PoolFederated LearningChainscore MPC Network

Data Privacy & Sovereignty

Partial (model only)

Cryptographic Security Guarantee

Time to Operational Network

1-3 months

3-6 months

4-8 weeks

Required In-House Crypto Expertise

Low

Medium

None (We Provide)

Resilience to Single Points of Failure

Auditability & Proof of Computation

Ongoing Infrastructure Management

Your team

Your team

Managed Service

Typical Annual Total Cost

$100K-$300K+

$200K-$500K+

$50K-$150K

how-we-deliver
PREDICTABLE, LOW-RISK DEPLOYMENT

Our Phased Delivery Methodology

We de-risk your enterprise MPC network deployment with a structured, milestone-driven approach. Each phase delivers tangible value and clear go/no-go decision points, ensuring your project stays on time, on budget, and aligned with your security requirements.

01

Phase 1: Architecture & Threat Modeling

We define your MPC network architecture, key management policies, and conduct a formal threat model. This phase establishes the security foundation and technical blueprint, preventing costly redesigns later.

Deliverables: Architecture Design Document, Threat Model Report, Initial Security Controls Matrix.

2-3 weeks
Typical Duration
100%
Requirements Locked
02

Phase 2: Core Protocol Development

Our engineers build the core MPC protocol logic, including key generation, signing ceremonies, and state management. Development follows our audited cryptographic libraries and secure coding standards.

Deliverables: Production-ready MPC node software, Integration SDKs, Unit & Integration Test Suite.

4-6 weeks
Typical Duration
Audited
Code Foundation
03

Phase 3: Security Audit & Penetration Testing

The complete system undergoes rigorous third-party security review. We engage specialized crypto-audit firms to validate protocol correctness and infrastructure security before any production keys are generated.

Deliverables: Full Security Audit Report, Penetration Test Findings, Remediation Plan.

3-4 weeks
Typical Duration
Certified Firms
External Auditors
04

Phase 4: Staged Deployment & Go-Live

We deploy your MPC network in a staged environment (dev → staging → production) with comprehensive monitoring and failover procedures. Final operational training and handoff ensure your team is fully prepared for day-one operations.

Deliverables: Production Deployment, Monitoring Dashboard, Operational Runbooks, Team Certification.

2-3 weeks
Typical Duration
99.9% SLA
Uptime Guarantee
security-compliance
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built for scale and compliance.

We architect and deploy custom smart contracts that form the backbone of your Web3 application. Our process delivers audit-ready code in 2-4 weeks, built on Solidity 0.8+ with OpenZeppelin security patterns.

From tokenization to complex DeFi logic, we ensure your contracts are secure, gas-optimized, and future-proof.

  • Token Standards: ERC-20, ERC-721, ERC-1155, and custom implementations.
  • DeFi & DAOs: Automated market makers, staking pools, governance modules.
  • Security First: Formal verification, comprehensive unit testing, and audit preparation.
  • Full Ownership: You receive all source code, deployment scripts, and documentation.
Enterprise MPC Training Networks

Frequently Asked Questions

Get clear answers on how we deliver secure, scalable MPC infrastructure for your enterprise.

A standard deployment for a custom MPC training network takes 4-6 weeks from kickoff to production handoff. This includes architecture design, smart contract development, node deployment, and security hardening. For integrations with existing systems or highly complex multi-party workflows, timelines are scoped individually. We provide a detailed project plan with weekly milestones.

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