We architect and deploy audit-ready smart contracts on EVM and Solana that power your core business logic. Our development process ensures security-first design, gas optimization, and comprehensive testing before mainnet deployment.
LABS
Services
AI-NPC Behavior & Interaction Systems
We develop on-chain verifiable AI systems for Non-Player Characters. Key behavior traits, digital ownership, and interaction logs are anchored on-chain, creating transparent, trustable agents for your metaverse.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3 specialists for DeFi, NFTs, and enterprise applications.
Deliver a secure, functional MVP in as little as 2-4 weeks, not months.
- Custom Logic:
ERC-20,ERC-721,ERC-1155, custom DeFi vaults, DAO governance, and bridging solutions. - Security & Audits: Built with
OpenZeppelinstandards and prepared for third-party audits from firms like CertiK or Quantstamp. - Full Lifecycle: From architecture and development to deployment, verification, and ongoing maintenance.
key-features-cards
AI-NPC BEHAVIOR & INTERACTION SYSTEMS
Core System Capabilities
We engineer autonomous, on-chain NPCs with complex, stateful behaviors that drive user engagement and create dynamic in-game economies. Our systems are built for scale, security, and seamless integration.
01
Stateful Behavior Trees
Design and deploy complex, deterministic AI logic using on-chain behavior trees. NPCs make decisions, learn from player interactions, and evolve their state, creating persistent and unique in-game narratives.
1000+
Simultaneous NPCs
< 100ms
Decision Latency
02
On-Chain Memory & Personality
Implement persistent memory layers where NPCs store interaction history, preferences, and reputation. This enables emergent storytelling, relationship building, and long-term player investment.
ERC-6551
Token Standard
Gas-Optimized
Storage
03
Dynamic Economic Agents
NPCs that act as autonomous market participants—trading assets, providing liquidity, or setting dynamic prices based on game state. They become integral, predictable actors in your token economy.
Sub-Second
Trade Execution
MEV-Resistant
Design
04
Real-Time Interaction Engine
Low-latency engine enabling players to interact with NPCs via chat, transactions, or in-game actions. Responses and state changes are verified on-chain, ensuring provable fairness and consistency.
99.9%
Uptime SLA
ZK-Proofs
Verifiable Actions
05
Modular Integration SDK
Plug-and-play SDK to integrate AI-NPC systems into existing Unity/Unreal game clients or web frontends. Includes pre-built UI components, wallet connectors, and event listeners.
< 2 Weeks
Integration Time
TypeScript/Solidity
Full Support
06
Security & Audit Framework
Every behavior system undergoes formal verification and third-party audits (e.g., Trail of Bits) to prevent exploits, ensure deterministic outcomes, and protect in-game assets from manipulation.
Formal Verification
Critical Logic
24/7 Monitoring
Anomaly Detection
benefits
TANGIBLE RESULTS
Business Outcomes for Your Platform
Our AI-NPC Behavior & Interaction Systems deliver measurable improvements in user engagement, platform economics, and operational efficiency. Here’s what you can expect.
01
Increased User Retention & Session Depth
AI-driven NPCs with persistent memory and adaptive dialogue create compelling, non-repetitive interactions that keep users returning. Proven to increase average session time by 40-60% and daily active user (DAU) metrics.
40-60%
Longer Sessions
25%+
Higher DAU
02
Enhanced In-World Economy & Revenue
NPCs act as dynamic economic agents, driving demand for digital assets, facilitating quest-based commerce, and creating new monetization channels through AI-driven services and trade.
3-5x
Asset Velocity
New Revenue Streams
Created
03
Scalable, Gas-Optimized On-Chain Logic
We architect behavior systems with gas efficiency as a first principle, using state channels and Layer-2 solutions to ensure high-frequency interactions remain affordable at scale.
< $0.01
Avg. Tx Cost
> 1000 TPS
Supported
05
Rapid Integration & Time-to-Market
Leverage our modular SDKs and pre-built behavior primitives to integrate complex AI-NPC systems into your existing game or metaverse platform in weeks, not months.
< 4 weeks
To MVP
Modular SDK
Provided
06
Data-Driven Behavior Evolution
Our systems include analytics dashboards that track NPC performance and user interaction patterns, providing actionable insights to continuously refine and optimize the virtual ecosystem.
Real-Time
Analytics
A/B Test Ready
Behaviors
AI-NPC Behavior & Interaction Systems
Phased Development Tiers
Structured development packages to scale from prototype to production-ready, persistent AI agents.
| Capability | Prototype | Production-Ready | Enterprise Platform |
|---|---|---|---|
AI Behavior Models (LLM Integration) | 1-2 Core Models | 3-5 Custom Models | Unlimited, Multi-Modal |
On-Chain Interaction Logic | Basic ERC-20/721 Actions | Complex DeFi/Governance | Full Smart Contract Suite |
Persistent Memory & State | Session-Based | On-Chain & Encrypted DB | Decentralized, Cross-Chain |
Conversation Context & Personalization | Basic Prompt Context | Dynamic User Profiles | Adaptive, Long-Term Memory |
Multi-Agent Coordination | Not Included | Basic Agent-to-Agent | Advanced Swarm Intelligence |
Deployment & Infrastructure | Testnet Only | Mainnet + 1 L2 | Multi-Chain, Dedicated Nodes |
Security Audit Scope | Basic Code Review | Full Smart Contract Audit | Comprehensive System Audit + Pen Test |
Ongoing Support & Updates | 3 Months | 12 Months | 24/7 SLA with Dedicated Engineer |
Typical Timeline | 4-6 Weeks | 8-12 Weeks | 16+ Weeks |
Investment Range | $25K - $50K | $75K - $150K | Custom Quote ($250K+) |
how-we-deliver
PROVEN METHODOLOGY
Our Development & Integration Process
A structured, four-phase approach designed to deliver production-ready AI-NPC systems with predictable timelines and zero architectural debt.
01
Phase 1: Architecture & Design
We define your NPC's behavioral logic, on-chain data requirements, and integration points. Deliverables include a technical spec, smart contract architecture, and a 2-week sprint plan.
1-2 weeks
Design Sprint
100%
Spec Finalization
02
Phase 2: Core Smart Contract Development
Build and test the on-chain logic for NPC state, interactions, and rewards using Solidity 0.8+ with OpenZeppelin standards. Includes unit tests and gas optimization reports.
OpenZeppelin
Security Standard
> 95%
Test Coverage
03
Phase 3: AI Behavior Engine Integration
Integrate your LLM/agentic framework (e.g., OpenAI, Anthropic, custom models) with the on-chain state. We build the off-chain orchestrator that triggers contract interactions.
< 100ms
P99 Latency
ERC-6551 / 7252
Account Standards
04
Phase 4: Deployment & Ongoing Support
We deploy the full stack to your chosen network (EVM, Solana, etc.) and provide 30 days of post-launch monitoring, optimization, and bug-fix support.
99.9%
Uptime SLA
30 days
Included Support
AI-NPC Development
Frequently Asked Questions
Get clear answers on our process, technology, and support for building intelligent, interactive non-player characters.
A production-ready AI-NPC behavior system typically takes 4-8 weeks from kickoff to deployment. This includes 1-2 weeks for design and architecture, 2-4 weeks for core development and integration, and 1-2 weeks for testing and optimization. Complex systems with advanced memory or multi-agent coordination may extend to 12 weeks. We provide a detailed sprint plan within the first week of engagement.
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