We architect and build production-grade blockchain systems tailored to your specific use case. Our full-cycle development delivers custom sidechains, L2 rollups, and application-specific chains with 99.9% uptime SLAs and enterprise-grade security.
Layer 3 Hyper-Scalable Model Serving
Custom Blockchain Development
End-to-end blockchain solutions from protocol design to mainnet deployment.
- Core Protocol Design: Consensus mechanisms, tokenomics, and governance models.
- Smart Contract Suites: Audited
Solidity/Rustcontracts for DeFi, NFTs, and DAOs. - Node Infrastructure: Managed validators, RPC endpoints, and indexers.
- Mainnet Launch: Full support for deployment, monitoring, and ongoing upgrades.
Reduce your time-to-market from months to weeks with our battle-tested development frameworks and deployment pipelines.
Core Technical Capabilities
Our Layer 3 hyper-scalable model serving platform is engineered for production-grade AI inference, delivering the performance, security, and reliability required by the most demanding Web3 applications.
High-Performance Inference Engine
Optimized AI model serving with sub-second latency for real-time on-chain applications. Built on a horizontally scalable architecture to handle millions of requests per day.
Secure Multi-Model Orchestration
Seamlessly deploy and manage multiple AI models (LLMs, SLMs, custom models) within a single, secure environment. Supports model versioning, A/B testing, and automatic failover.
On-Chain Verifiable Provenance
Every inference request and model output is cryptographically signed and anchored to the blockchain, providing immutable audit trails and proof of execution for decentralized applications.
Cost-Optimized Infrastructure
Dynamically allocates compute resources across CPU, GPU, and specialized AI accelerators to minimize inference costs while maintaining strict performance SLAs.
Developer-First Tooling & APIs
Comprehensive REST and WebSocket APIs with full SDK support (Python, JS, Go). Includes monitoring dashboards, logging, and analytics for seamless integration.
Enterprise-Grade Security & Compliance
SOC 2 Type II compliant infrastructure with end-to-end encryption, private VPC deployment options, and regular third-party security audits by firms like Trail of Bits.
Business Outcomes for Your AI Product
Our Layer 3 hyper-scalable model serving infrastructure delivers measurable business impact, from accelerated time-to-market to predictable operational costs.
Predictable, Low-Cost Inference
Eliminate unpredictable cloud bills with our dedicated, gas-optimized L3. Achieve sub-cent inference costs with transparent, on-chain billing and no hidden fees.
Enterprise-Grade Reliability
Deploy mission-critical AI with confidence. Our infrastructure guarantees 99.9% uptime SLA, automated failover, and zero-downtime model updates for continuous service.
Rapid Model Deployment
Go from model training to global, scalable serving in days, not months. Our standardized pipelines and pre-built adapters for PyTorch/TensorFlow/JAX slash development cycles.
Proven Web3 Security
Leverage battle-tested blockchain security for your AI workloads. Every component is built with OpenZeppelin patterns and undergoes regular third-party audits.
Elastic, On-Demand Scaling
Handle viral growth or scheduled peaks without manual intervention. Our system auto-scales from zero to millions of daily inferences based on real-time demand.
Seamless Web2/Web3 Integration
Serve users across both traditional and decentralized ecosystems. Our APIs provide unified access, whether requests come from a mobile app or a smart contract.
Build vs. Buy: Dedicated L3 vs. Generic Smart Contracts
A technical and economic comparison for CTOs evaluating infrastructure strategies for hyper-scalable model serving. Quantifies the trade-offs between custom development and a managed, dedicated Layer 3 solution.
| Critical Factor | Build Generic Smart Contracts | Buy Chainscore Dedicated L3 |
|---|---|---|
Time to Production Launch | 6-12+ months | 4-8 weeks |
Upfront Development Cost | $250K - $750K+ | $0 (Service Model) |
Security Posture & Audit Burden | High (Your team's responsibility) | Inherited (Pre-audited, battle-tested core) |
Model Inference Throughput (TPS) | 100 - 1,000 TPS (VM-limited) | 10,000+ TPS (Hyper-scalable L3) |
Predictable Operational Cost | Variable (DevOps, node ops, gas) | Fixed Monthly Fee + Usage |
Cross-Chain Settlement & Liquidity | Manual bridging, fragmented | Native, programmable cross-chain messaging |
Team Composition Required | 5-10+ Senior Blockchain Engineers | 1-2 Integration Engineers |
Recurring Maintenance & Upgrades | Significant ongoing overhead | Fully managed by Chainscore |
Time to First Inference Transaction | Months (after dev complete) | Days (post-integration) |
Total Cost of Ownership (Year 1) | $500K - $1.2M+ | $120K - $300K |
Our Development & Deployment Process
A streamlined, security-first approach to building and launching your L3 application. We focus on rapid iteration and production readiness from day one.
Architecture & Design Sprint
We define your L3's core logic, data availability strategy, and interoperability requirements in a collaborative 1-week sprint. This ensures a scalable foundation aligned with your business goals.
Smart Contract Development
Our engineers build your custom L3 settlement and execution logic in Solidity 0.8+ or Rust, utilizing battle-tested libraries like OpenZeppelin and rigorous internal testing patterns.
Security & Audit Integration
Every codebase undergoes automated analysis, formal verification, and a peer review process. We prepare for and manage third-party audits with firms like Spearbit or CertiK.
Testnet Deployment & Staging
We deploy your L3 to a dedicated testnet environment (e.g., Sepolia, Holesky) for integration testing, load simulation, and user acceptance before mainnet launch.
Mainnet Launch & Monitoring
We execute the production deployment with zero-downtime strategies and establish 24/7 monitoring for sequencer health, bridge security, and on-chain activity.
Ongoing Support & Scaling
Post-launch, we provide operational support, performance optimization, and guidance on scaling your L3's throughput and feature set as user demand grows.
Technical Specifications & Performance Targets
Compare our tiered infrastructure solutions for AI model inference, optimized for different stages of growth and enterprise requirements.
| Specification | Starter | Professional | Enterprise |
|---|---|---|---|
Max Concurrent Models | Up to 5 | Up to 25 | Unlimited |
Inference Throughput (RPS) | Up to 1,000 | Up to 10,000 | 50,000+ |
P99 Latency Target | < 500ms | < 200ms | < 100ms |
Model Autoscaling | |||
Custom GPU Provisioning | Pre-defined Tiers | Fully Custom | |
Dedicated Chain Support | Shared Layer 3 | 1 Dedicated Chain | Multi-Chain Network |
Data Privacy & Isolation | Standard | Enhanced (VPC) | Full Sovereign |
SLA Uptime Guarantee | 99.5% | 99.9% | 99.99% |
Incident Response Time | Business Hours | < 2 Hours | < 15 Minutes |
Infrastructure Cost (Est. Monthly) | From $2K | From $15K | Custom Quote |
Frequently Asked Questions
Get clear answers on our development process, timelines, and support for building hyper-scalable AI inference on Layer 3 blockchains.
We deliver production-ready, custom Layer 3 model serving infrastructure in 4-8 weeks from kickoff. A standard timeline includes: Week 1-2 for architecture design and smart contract specification; Week 3-5 for core development, integration, and initial testing; Week 6-7 for rigorous security audits and stress testing; Week 8 for deployment and handover. Complex integrations (e.g., custom ZK-circuits) may extend this by 1-2 weeks.
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.