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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

Homomorphic Encryption Integration

We integrate advanced homomorphic encryption schemes with smart contracts, enabling computation on encrypted data for fully private, decentralized AI model training and inference.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built to your exact specifications.

We architect and deploy custom smart contracts that form the foundation of your Web3 application. Our development process ensures security, gas efficiency, and seamless integration with your front-end.

  • From Concept to Mainnet: We handle the full lifecycle—specification, development, testing, and deployment—for ERC-20, ERC-721, ERC-1155, and custom protocols.
  • Security-First Development: Every contract undergoes rigorous audits using industry-standard tools and manual review, following OpenZeppelin best practices.
  • Gas-Optimized Code: We write for performance, reducing transaction costs for your users by up to 40% through efficient logic and storage patterns.

Deploy a battle-tested, audited smart contract suite in as little as 2-4 weeks, accelerating your time-to-market with zero security compromises.

key-features-cards
PRIVATE COMPUTATION

Our Homomorphic Encryption Integration Capabilities

Integrate fully homomorphic encryption (FHE) to enable confidential on-chain data processing. We build systems where data remains encrypted during computation, unlocking privacy for DeFi, identity, and enterprise applications.

02

Gas-Optimized On-Chain Verification

Deploy verifiable FHE computations on EVM and SVM chains with minimal gas overhead. We specialize in optimizing proof generation and verification logic to make private smart contracts economically viable for production.

EVM & SVM
Chains
Gas Reports
Deliverable
03

Key Management & Lifecycle

Architect secure systems for generating, distributing, rotating, and revoking FHE public/private keys. We implement best practices for key storage—using HSMs or MPC—to meet enterprise security requirements.

HSM/MPC Support
Security
Lifecycle Policy
Deliverable
04

Performance Benchmarking & Tuning

Benchmark FHE operations (encryption, computation, decryption) against your latency and throughput requirements. We provide tuning recommendations and architectural adjustments to hit your performance targets.

Latency & TPS
Metrics
Benchmark Report
Deliverable
05

End-to-End Client SDKs

We deliver client-side SDKs (Web, Mobile) that handle FHE encryption/decryption seamlessly. Integrate privacy features into your frontend with clean APIs, abstracting away cryptographic complexity from your application developers.

Web & Mobile
Platforms
TypeScript SDK
Deliverable
benefits
TANGIBLE ROI

Business Outcomes of Private AI on Blockchain

Integrating homomorphic encryption with your on-chain AI models delivers measurable competitive advantages. These are the concrete results our clients achieve.

01

Regulatory Compliance by Design

Deploy AI agents that process sensitive data on-chain while maintaining GDPR, HIPAA, and MiCA compliance. We architect systems with data sovereignty and audit trails built-in.

Zero-Knowledge
Proof of Compliance
Immutable Logs
For Auditors
02

Monetize Sensitive Data Assets

Enable secure, privacy-preserving data marketplaces. Data owners can license access for AI training and inference without ever exposing raw data, creating new revenue streams.

New Revenue
From Latent Data
Full Control
Retained by Owner
03

Federated Learning at Scale

Build collaborative AI models across organizations or user bases. Train on aggregated, encrypted insights from multiple sources while preserving each participant's data privacy.

Multi-Party
Secure Computation
Enhanced Models
Without Data Pooling
04

Transparent & Verifiable AI

Provide cryptographic proof of model integrity, training data provenance, and fair execution. Build user trust in AI-driven DeFi, gaming, or identity solutions.

On-Chain
Verification Proofs
Auditable
Model Governance
05

Reduced Operational Risk

Eliminate the single point of failure of centralized data silos. Sensitive computations are distributed and encrypted end-to-end, significantly lowering breach liability.

No Raw Data
On Servers
Custody Risk
Drastically Lowered
06

Faster Time-to-Market

Leverage our pre-audited libraries and proven architecture patterns for FHE (Full Homomorphic Encryption) integration. Go from concept to secure MVP in weeks, not months.

< 6 Weeks
To Secure MVP
Pre-Audited
Core Modules
Structured Implementation Path

Homomorphic Encryption Integration Tiers

Compare our phased approach to integrating FHE (Fully Homomorphic Encryption) into your Web3 application, from initial proof-of-concept to full-scale production.

Capability & SupportProof-of-ConceptProduction-ReadyEnterprise Scale

FHE Circuit Design & Implementation

On-Chain Verifier Smart Contracts

Basic (EVM)

Optimized (Multi-Chain)

Custom (ZK Rollup)

Performance Optimization

Up to 1000 ops/sec

Custom Benchmarking & Tuning

Security Audit Scope

Internal Review

Third-Party Audit (1 Firm)

Third-Party Audit (2+ Firms)

Integration Support

Documentation

Direct Engineering Support

Dedicated Integration Team

SLA for Critical Issues

24h Response

4h Response, 99.9% Uptime

Ongoing Maintenance & Upgrades

6 Months Included

12+ Months, Roadmap Alignment

Typical Timeline

4-6 Weeks

8-12 Weeks

Custom (16+ Weeks)

Estimated Investment

$30K - $50K

$80K - $150K

Custom Quote

how-we-deliver
PROVEN FRAMEWORK

Our Delivery Methodology

A structured, transparent process designed to deliver secure, production-ready homomorphic encryption (HE) integration with minimal disruption to your existing stack.

01

Architecture & Threat Modeling

We conduct a deep-dive analysis of your data flows and threat surface to design a tailored HE architecture. This ensures we select the optimal encryption scheme (BFV, CKKS, BGV) and integration pattern for your specific use case, balancing security, performance, and cost.

1-2 weeks
Design Phase
3+ schemes
Evaluated
02

Cryptographic Implementation

Our cryptography engineers implement the HE circuits and key management systems using battle-tested libraries like Microsoft SEAL, OpenFHE, or TFHE-rs. We enforce strict security patterns for key generation, rotation, and storage to meet enterprise compliance standards.

Zero-trust
Key Management
OpenFHE / SEAL
Libraries
03

Performance Optimization

We profile and optimize HE operations for your target environment (cloud, on-prem, TEE). This includes parameter tuning, parallelization, and hardware acceleration (GPU/FPGA) to achieve practical latency—often reducing encrypted computation time by 60-80% versus naive implementations.

60-80%
Speed Improvement
GPU/FPGA
Acceleration
04

Integration & SDK Delivery

We deliver a clean, documented SDK or API layer that abstracts the HE complexity. It plugs directly into your application logic (Node.js, Python, Go) with comprehensive examples, enabling your team to perform encrypted computations with simple function calls.

Full SDK
Delivered
Node/Py/Go
Language Support
05

Security Audit & Verification

Every implementation undergoes internal cryptographic review and optional third-party audit. We provide formal verification reports for the HE parameter selection and circuit logic, ensuring mathematical correctness and adherence to security proofs.

Internal + 3rd Party
Audit Layers
Formal Proofs
Verification
06

Deployment & Knowledge Transfer

We manage the deployment to your staging and production environments, including load testing and monitoring setup. We conclude with detailed knowledge transfer sessions and operational runbooks, empowering your team to maintain and scale the system independently.

Production Ready
Deployment
Full Runbooks
Documentation
security
CORE ENGINEERING

Smart Contract Development

Secure, production-ready smart contracts built with enterprise-grade security and gas optimization.

We architect and deploy custom smart contracts that form the secure, immutable backbone of your Web3 application. Our development process is built on OpenZeppelin standards and rigorous security-first principles.

  • Full Lifecycle Development: From initial design and Solidity 0.8+ coding to comprehensive testing, deployment, and on-chain verification.
  • Security as Standard: Every contract undergoes automated analysis and manual peer review before a formal audit, targeting critical vulnerabilities like reentrancy and overflow.
  • Gas-Optimized Code: We write efficient logic to minimize transaction costs for your users, a critical factor for adoption and scalability.

Deploy vetted, high-assurance contracts in 2-4 weeks, not months. We ensure your core business logic is both powerful and protected.

Homomorphic Encryption Integration

Frequently Asked Questions

Get clear answers on how we integrate privacy-preserving computation into your blockchain applications.

A standard integration for a specific use case (e.g., private voting or confidential DeFi calculations) takes 4-6 weeks from kickoff to production deployment. Complex, multi-protocol integrations can extend to 8-12 weeks. We provide a detailed project plan with weekly milestones during 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
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team