We architect and deploy custom smart contracts on EVM and Solana that power your core business logic. Our development is anchored in OpenZeppelin standards and follows formal verification principles to eliminate critical vulnerabilities before the first line of code is written.
AI NPC Data Oracles & Hybrid Systems
Smart Contract Development
Secure, audited smart contracts built for production from day one.
Deliver a battle-tested, gas-optimized contract suite in as little as 2-4 weeks, not months.
Our process:
- Architecture & Design: Technical specification for
ERC-20,ERC-721, or custom logic. - Secure Development: Implementation in
Solidity 0.8+orRustwith comprehensive unit/integration tests. - Professional Audit: Internal review followed by a third-party audit from a leading firm.
- Deployment & Verification: Mainnet deployment with full transparency and contract verification.
Core Components of Our AI Oracle Stack
Our modular stack delivers verifiable, low-latency AI data on-chain, built for production workloads and mission-critical applications.
Why GameFi Studios Choose Our Oracle Infrastructure
Our hybrid AI NPC data oracles are engineered for the unique demands of live, high-throughput GameFi economies, delivering verifiable randomness and dynamic data with enterprise-grade reliability.
Structured Development Paths for AI NPC Systems
Compare our tiered service packages for integrating AI NPC data oracles and hybrid systems into your Web3 game or metaverse project.
| Capability | Proof-of-Concept | Production-Ready | Enterprise Scale |
|---|---|---|---|
AI NPC Behavior Oracle | |||
Hybrid On-Chain/Off-Chain Logic | |||
Custom LLM/Model Integration | Basic Prompting | Fine-Tuned Models | Fully Custom Pipeline |
Smart Contract Development & Audit | Core Functions Only | Full Suite + Audit | Full Suite + Multi-Audit |
Data Feed Integration (Prices, Events) | 1-2 Feeds | Up to 5 Feeds | Unlimited Custom Feeds |
Real-Time State Synchronization | Basic Polling | WebSocket Streams | Sub-Second Updates |
Scalability & Load Testing | Not Included | Up to 1k Concurrent NPCs | 10k+ Concurrent NPCs + Stress Tests |
Dedicated Technical Support | Community | Business Hours | 24/7 SLA with Escalation |
Deployment & DevOps | Self-Service | Managed Deployment | Full Infrastructure & CI/CD |
Typical Timeline | 4-6 Weeks | 8-12 Weeks | Custom (12+ Weeks) |
Starting Engagement | $25K | $80K | Contact for Quote |
Our Development & Integration Process
We deliver AI NPC data oracles and hybrid systems through a structured, security-first process. This ensures predictable timelines, robust architecture, and seamless integration into your existing stack.
Architecture & Design Review
We analyze your game economy and data requirements to design a secure, scalable oracle architecture. This includes selecting optimal consensus mechanisms (e.g., Chainlink, Pyth, or custom off-chain logic) and defining data attestation flows.
Smart Contract & Node Development
Development of on-chain verifier contracts (Solidity/Rust) and off-chain node software. We implement OpenZeppelin security patterns, gas optimization, and comprehensive unit/integration testing.
AI Model Integration & Training
Integration of your LLM or custom AI models with our oracle node framework. We handle data pipeline setup, model containerization, and on-chain inference result formatting for deterministic outputs.
Testnet Deployment & Staging
Full deployment to a test environment (e.g., Sepolia, Amoy). We simulate high-load scenarios, conduct integration tests with your frontend, and validate economic model assumptions.
Mainnet Launch & Monitoring
Managed production deployment with multi-sig controls. We provide 24/7 monitoring dashboards, alerting for node health, and SLA-backed uptime guarantees for the oracle service.
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
We architect and deploy custom smart contracts for DeFi, NFTs, and enterprise applications. Our code is built on Solidity 0.8+ with OpenZeppelin security patterns and includes comprehensive unit/integration testing.
From initial concept to mainnet deployment, we ensure your logic is secure, gas-optimized, and upgradeable.
- Security-First Development: Formal verification, multi-sig deployment, and third-party audit preparation.
- Protocol Integration: Native support for
ERC-20,ERC-721,ERC-1155, and custom standards. - Deliverables: Full test suite, deployment scripts, and technical documentation.
Frequently Asked Questions on AI NPC Oracles
Get clear answers on how our AI NPC Data Oracles and Hybrid Systems deliver verifiable, real-world data for your on-chain applications.
From initial scoping to mainnet deployment, a typical custom AI NPC Oracle project takes 4-8 weeks. This includes 1-2 weeks for requirements & data source integration, 2-4 weeks for core model training and smart contract development, and 1-2 weeks for security audits and deployment. We provide a detailed sprint plan upfront.
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today.
Our experts will offer a free quote and a 30min call to discuss your project.