We architect and deploy custom smart contracts that power your Web3 application, from tokenomics to complex DeFi logic. Our development process is built on security-first principles and battle-tested patterns.
LABS
Services
AI NPC Smart Contract Development
End-to-end development of on-chain AI NPC logic, behavior trees, and state management systems for EVM, Solana, Move, and CosmWasm gaming environments.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for your specific business logic and compliance needs.
Deliver a secure, audited, and gas-optimized contract suite in as little as 2-4 weeks for an MVP.
- Protocol Development: Custom
ERC-20,ERC-721,ERC-1155, and bespoke token standards with advanced features like vesting, minting controls, and governance. - DeFi & dApp Logic: Automated market makers (AMMs), staking pools, lending protocols, and NFT marketplaces with sub-second finality.
- Security & Audits: Development with
OpenZeppelinlibraries, followed by third-party audits from firms like CertiK or Quantstamp before mainnet deployment. - Integration Ready: Contracts are built with clear interfaces for easy frontend and backend integration, complete with comprehensive documentation.
key-features-cards
BUILDING THE NEXT GENERATION OF INTERACTIVE AGENTS
Core Technical Capabilities
We architect and deploy secure, scalable AI NPC smart contracts that power dynamic on-chain experiences. Our full-stack approach ensures your agents are performant, composable, and ready for production.
01
On-Chain AI Agent Architecture
Design and implement autonomous agent frameworks with deterministic logic, persistent memory states, and verifiable on-chain execution. We build agents that can interact, trade, and evolve based on immutable smart contract rules.
Sub-Second
Response Latency
ERC-6551
Token-Bound Standard
02
Gas-Optimized Smart Contracts
Develop highly efficient Solidity/Vyper contracts for AI logic, reducing operational costs by up to 40%. We implement patterns like state channels and layer-2 scaling to make continuous agent interaction economically viable.
40%
Avg. Gas Reduction
Solidity 0.8.23+
Latest Compiler
03
Secure Oracle Integration
Integrate decentralized oracles (Chainlink, Pyth) and verifiable off-chain computation (AI/ML inferences) to feed real-world data and intelligence into your on-chain agents, ensuring tamper-proof and reliable inputs.
> 99.5%
Uptime SLA
Multi-Source
Data Feeds
04
Cross-Chain Agent Deployment
Deploy interoperable AI NPC systems across EVM-compatible chains (Ethereum, Polygon, Arbitrum) and app-specific rollups. We ensure agent logic and state remain consistent and portable across ecosystems.
5+
Supported Networks
CCIP / LayerZero
Bridge Protocols
05
Composable NFT & ERC-6551 Systems
Engineer AI agents as Token-Bound Accounts (ERC-6551), enabling NFTs to own assets, execute transactions, and interact with other contracts. Create rich, evolving digital identities with programmable behavior.
ERC-6551
Core Standard
Fully Audited
Security
06
End-to-End Testing & Simulation
Provide comprehensive testing suites including agent behavior simulation, adversarial scenario testing, and gas profiling. We deliver production-ready code with 100% branch coverage and formal verification for critical paths.
100%
Branch Coverage
Formal Verification
For Core Logic
benefits
ECONOMIC ARCHITECTURE
Why On-Chain AI NPCs Transform GameFi Economics
Move beyond static game logic. On-chain AI NPCs with verifiable behavior create dynamic, player-driven economies that increase engagement, retention, and revenue.
01
Dynamic & Provable Game Logic
We deploy AI NPCs with on-chain inference, making their decision-making transparent and tamper-proof. This enables complex, emergent gameplay and verifiable fairness for players and investors.
100%
Verifiable Actions
On-Chain
Inference Proofs
02
Player-Driven Asset Valuation
NPCs that learn and adapt to player strategies create organic supply/demand cycles for in-game assets (NFTs, tokens). This drives sustainable asset appreciation and deeper liquidity pools.
30-50%
Higher DEX Volume
Dynamic
Pricing Models
03
Automated Market Operations
Intelligent NPCs act as autonomous market makers and quest-givers, providing 24/7 liquidity, balancing economies, and generating perpetual engagement without developer overhead.
24/7
Market Liquidity
Zero
Manual Intervention
04
Enhanced Staking & Yield Mechanics
Integrate NPC behavior into DeFi protocols. Players can stake assets to influence NPC factions or earn yield based on the economic activity they generate, creating new revenue streams.
Novel
Yield Sources
Protocol
Native Integration
05
Fraud-Resistant Governance
On-chain AI enables sophisticated, automated governance for DAOs and in-game councils. NPCs can analyze proposals, simulate outcomes, and execute decisions with cryptographic proof.
Sybil-Resistant
Voting
Automated
Treasury Mgmt
06
Scalable Content Generation
Dynamically generate quests, narratives, and economic events based on real-time on-chain data. This drastically reduces content development costs and keeps the game world perpetually fresh.
90%
Lower Dev Cost
Infinite
Content Variants
Predictable Scope, Fixed Timeline
Structured Development Packages
Compare our standardized packages for AI NPC smart contract development, designed to deliver production-ready logic with clear deliverables and pricing.
| Feature / Deliverable | Starter | Professional | Enterprise |
|---|---|---|---|
Core AI NPC Logic (Solidity/Vyper) | |||
On-Chain Behavior & Decision Trees | Basic (5 states) | Advanced (20+ states) | Custom (Unlimited) |
Integration with AI Oracles (Chainlink, etc.) | |||
Gas Optimization Audit & Report | |||
Third-Party Security Audit Coordination | |||
Multi-Chain Deployment (EVM L2s) | 1 Network | Up to 3 Networks | Unlimited Networks |
Post-Deployment Monitoring & Alerting | 30 days | 90 days | 1 year SLA |
Dedicated Technical Account Manager | |||
Estimated Delivery Timeline | 3-4 weeks | 6-8 weeks | Custom |
Starting Price | $25,000 | $75,000 | Custom Quote |
how-we-deliver
PROVEN METHODOLOGY
Our Development Process
A structured, security-first approach to building production-ready AI NPC smart contracts, designed to accelerate your time-to-market and ensure robust on-chain logic.
01
Architecture & Design
We define the on-chain/off-chain split, select optimal protocols (ERC-6551 for composability, ERC-20/721 for assets), and design gas-efficient state management for AI-driven interactions.
2-3 days
Design Sprint
100%
Spec Review
02
Smart Contract Development
Implementation in Solidity 0.8+ using OpenZeppelin libraries. We build core logic for NPC autonomy, asset ownership, and verifiable on-chain actions with rigorous unit testing.
OpenZeppelin
Security Standard
>95%
Test Coverage
03
Security Audit & Testing
Comprehensive security review including static analysis (Slither), fuzzing (Echidna), and manual review. We prepare for formal audits with firms like CertiK or Quantstamp.
Zero Critical
Audit Target
Full Report
Deliverable
04
Integration & Deployment
Seamless integration with your AI backend (e.g., OpenAI, Anthropic) via secure oracles (Chainlink Functions) and deployment to mainnet/testnet with verified source code.
< 1 week
Integration Time
Verified
Source Code
Deploy AI NPC logic optimized for your target ecosystem
Platform-Specific Implementations
High-Performance AI on Ethereum & L2s
Deploy gas-optimized, composable AI agents on the world's largest smart contract ecosystem.
- Ethereum Mainnet: Secure, high-value NPCs with on-chain verifiability for flagship projects.
- Arbitrum & Optimism: Low-cost, high-throughput execution for mass-market gaming and social apps.
- Polygon PoS & zkEVM: Balanced cost and speed for mainstream adoption and complex game economies.
- Base & Scroll: Native integrations for the next generation of social and consumer dApps.
Our Solidity/Vyper contracts use modular libraries for on-chain inference, verifiable randomness, and persistent memory, ensuring your NPCs are both capable and cost-effective.
AI NPC Smart Contract Development
Frequently Asked Questions
Get clear answers about our process, timeline, and technical approach for building secure, on-chain AI agents.
A standard AI NPC agent with core logic, token-gated interactions, and on-chain memory takes 3-5 weeks from kickoff to mainnet deployment. Complex systems with custom ML inference or multi-agent coordination can extend to 8-12 weeks. We provide a detailed sprint-by-sprint roadmap during discovery.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall