We architect and deploy custom smart contracts on EVM and Solana that power your core business logic. Our development process is built for enterprise-grade security, utilizing formal verification and multi-layered audits.
LABS
Services
AI-Powered NFT Behavior Modeling
We design and develop custom AI models to define, simulate, and optimize complex NFT behaviors, interactions, and economic incentives. Deploy data-driven NFT collections with predictable utility and sustainable economies.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for scale and compliance.
- Token Standards:
ERC-20,ERC-721,ERC-1155,SPLtokens with custom minting, vesting, and governance. - DeFi Protocols: Automated Market Makers (AMMs), lending/borrowing pools, yield aggregators, and staking contracts.
- Enterprise Logic: Multi-signature wallets, supply chain tracking, and verifiable credential systems.
- Security First: Development with
OpenZeppelinlibraries,Slitherstatic analysis, and third-party audit preparation.
We deliver battle-tested code that reduces time-to-market and mitigates the risk of costly exploits.
From initial architecture to mainnet deployment, we ensure your contracts are gas-optimized, upgradeable via transparent proxy patterns, and fully documented for your team.
key-features-cards
PREDICTIVE INTELLIGENCE ENGINE
Core Capabilities of Our NFT Behavior Modeling
Our AI-powered models transform raw on-chain and off-chain NFT data into actionable intelligence, enabling data-driven product decisions, enhanced user experiences, and superior risk management.
benefits
PREDICTABLE SUCCESS
Business Outcomes: From Simulation to Successful Launch
Move beyond guesswork. Our AI-powered NFT behavior modeling delivers data-driven insights that translate directly into measurable business results, from pre-launch strategy to post-mint optimization.
01
Accurate Pre-Launch Valuation & Pricing
Predict optimal mint price and secondary floor price with >85% accuracy using historical NFT data and market sentiment analysis. Avoid underpricing or overpricing your collection.
>85%
Price Accuracy
2-4 weeks
Model Development
02
Optimized Mint & Reveal Strategy
Simulate different reveal mechanics, allowlist structures, and mint schedules to maximize participation and minimize gas wars. Identify the strategy with the highest projected conversion.
40%+
Avg. Mint Rate Increase
< 1 week
Strategy Validation
03
Proactive Whale & Wash Trading Detection
Identify high-risk wallet behaviors and potential market manipulation patterns before launch. Implement safeguards to protect your project's long-term health and community trust.
99%
Anomaly Detection Rate
Real-time
Monitoring
04
Post-Mint Holder Behavior Forecasting
Predict holder churn, staking participation, and secondary market velocity after reveal. Proactively design retention mechanisms and utility roadmaps to sustain value.
30-day
Behavior Forecast
Actionable
Retention Insights
06
Reduced Technical & Market Risk
Launch with confidence. Our models are built on audited data pipelines and real on-chain activity, providing a fact-based foundation for every product and go-to-market decision.
Data-Driven
Decision Making
Proven
Methodology
Service Packages
AI-Powered NFT Behavior Modeling Tiers
Compare our structured development packages for implementing predictive NFT models, from foundational analysis to full-scale deployment.
| Core Deliverables | Starter | Professional | Enterprise |
|---|---|---|---|
On-Chain Data Analysis & Report | |||
Predictive Model Development (1-3 traits) | |||
Custom Smart Contract Integration | |||
Real-Time API for Model Queries | |||
Dedicated Model Fine-Tuning & Retraining | |||
Integration Support & Deployment | Documentation | Hands-on | Full Managed |
Response Time SLA | Business Hours | 12h | 2h |
Model Accuracy Guarantee |
|
| |
Estimated Timeline | 2-3 weeks | 4-6 weeks | 8-12 weeks |
Starting Price | $15,000 | $45,000 | Custom Quote |
how-we-deliver
METHODOLOGY
Our Modeling Development Process
A rigorous, four-phase framework designed to deliver production-ready, high-fidelity NFT behavior models that drive measurable business outcomes.
01
Data Strategy & On-Chain Ingestion
We architect a custom data pipeline to ingest and structure raw on-chain and off-chain NFT data. Our process ensures clean, queryable datasets for accurate model training, focusing on transaction history, wallet interactions, and market signals.
10+
Data Sources
< 24h
Pipeline Latency
02
Feature Engineering & Model Design
Our data scientists engineer predictive features (e.g., rarity velocity, holder concentration) and select the optimal ML architecture. We design models for specific use cases: price prediction, wash-trading detection, or collection health scoring.
50+
Predictive Features
> 0.95
Model Accuracy (R²)
03
Development & Backtesting
We develop the model using Python/ML frameworks and rigorously backtest against historical market cycles. This phase validates predictive power, identifies edge cases, and ensures robustness before integration.
3+ Years
Backtest Period
< 5%
Max Drawdown in Simulation
04
API Integration & Monitoring
We deploy the model as a secure, scalable API endpoint with real-time monitoring for data drift and performance degradation. Includes full documentation and SDKs for seamless integration into your dApp or dashboard.
< 100ms
API P99 Latency
99.9%
Uptime SLA
For CTOs and Product Leaders
AI NFT Behavior Modeling: Key Questions
Technical and strategic questions we answer for teams integrating predictive AI into their NFT platforms.
Our models achieve 85-95% accuracy for core predictions like price movement and liquidity events, validated against historical data from major marketplaces. We use ensemble methods combining time-series analysis, on-chain activity, and social sentiment, with continuous retraining to adapt to market shifts.
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