Secure, production-ready smart contracts built by Web3 experts to power your protocol.
We architect and deploy audit-ready smart contracts for DeFi, NFTs, and enterprise applications. Our development process integrates formal verification and comprehensive testing to ensure security and reliability before mainnet launch.
ERC-20, ERC-721, ERC-1155, or bespoke standards.From initial concept to mainnet deployment, we manage the full lifecycle with transparent communication and milestone-based delivery.
Our team delivers:
UUPS, Transparent) for seamless future upgrades.We build verifiable, privacy-preserving machine learning systems that deliver production-ready results. Our full-stack approach combines cutting-edge cryptography with battle-tested blockchain infrastructure.
Enterprise-grade monitoring for model performance, node participation, and system health. Guaranteed 99.9% uptime for coordination layer and verification services.
Move from experimental proof-of-concepts to production-ready, verifiable AI models. Our federated learning platform with blockchain verification delivers measurable improvements in research integrity, collaboration, and operational efficiency.
Deploy a secure, multi-party training environment in under 2 weeks. Our templated infrastructure eliminates months of DevOps overhead, allowing your team to focus on model development and hypothesis testing.
Every model update and contribution is immutably logged on-chain. Provide regulators, partners, and publishers with cryptographic proof of data lineage, model versioning, and contributor attribution.
Tokenize and license verified model checkpoints, datasets, or inference APIs. Create new revenue streams by securely commercializing research outputs with transparent, automated royalty distribution.
Onboard institutional partners with confidence. Role-based access, GDPR/CCPA-compliant data isolation, and verifiable compute integrity are built-in, simplifying legal and technical governance for multi-organization projects.
Eliminate the cost and complexity of managing disparate FL frameworks, security layers, and audit systems. Our managed platform provides a single SLA-backed environment for the entire research lifecycle.
Compare our modular service tiers designed to match your project's scale, from initial proof-of-concept to enterprise-grade production.
| Capability | Proof-of-Concept | Production-Ready | Enterprise Scale |
|---|---|---|---|
Federated Learning Node Setup | 2 | 5 | Unlimited |
Blockchain Verification Layer | Testnet Only | Mainnet (1 Chain) | Multi-Chain (3+) |
Smart Contract Audit Scope | Core Logic | Full System | Full System + Upgrades |
Model Aggregation & Validation | Basic | Advanced (Differential Privacy) | Custom (FHE/ZKP Options) |
Data Provenance & Integrity | |||
Real-time Performance Dashboard | |||
SLA & 24/7 Incident Response | Business Hours | 24/7 (<1h response) | |
Compliance Reporting (GDPR/HIPAA) | |||
Custom Integration Support | Documentation | Guided | Dedicated Engineer |
Estimated Timeline | 4-6 weeks | 8-12 weeks | 12+ weeks |
Starting Price | $25K | $80K | Custom Quote |
Our structured, four-phase approach ensures your federated learning system is secure, verifiable, and production-ready. We focus on delivering auditable ML models with tamper-proof integrity on-chain.
We design a custom federated learning architecture with on-chain verification, selecting optimal consensus mechanisms (e.g., Proof-of-Learning) and privacy-preserving aggregation protocols for your use case.
Development of immutable smart contracts for model commitment, result submission, and incentive distribution. We implement zero-knowledge proofs or commit-reveal schemes for privacy and verifiability.
Build and containerize secure client applications for data contributors and a robust, fault-tolerant aggregation server. We implement differential privacy and secure multi-party computation where required.
Full integration of on and off-chain components, followed by a comprehensive security audit of the entire system. We manage the deployment to your chosen cloud or blockchain network with full documentation.
Secure, production-ready smart contracts built by Web3-native engineers.
We architect and deploy custom smart contracts that form the foundation of your protocol. Our development process ensures security-first code and gas-optimized execution from day one.
Deploy with confidence using battle-tested patterns and comprehensive audit support.
ERC-20, ERC-721, ERC-1155, ERC-4626, and custom logic.We focus on long-term maintainability. Every contract includes upgradeability patterns (Transparent Proxy, UUPS) and is structured for easy future iteration by your team.
Get clear answers on how we deliver secure, verifiable machine learning models for your business.
A standard implementation with a single model and 3-5 data silos takes 4-6 weeks from kickoff to production. This includes architecture design, smart contract development, on-chain verification setup, and integration with your existing data pipelines. More complex multi-model systems or custom consensus mechanisms can extend to 8-12 weeks.
Our experts will offer a free quote and a 30min call to discuss your project.