We architect and deploy audit-ready smart contracts that power DeFi protocols, NFTs, and enterprise applications. Our process ensures zero critical vulnerabilities before mainnet launch.
LABS
Services
AI-Powered Chat Moderation Systems
Integrate verifiable, real-time AI content moderation for your GameFi or Metaverse social hub. We combine off-chain speed with on-chain transparency for safe, scalable communities.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by expert Solidity engineers.
- Custom Development:
ERC-20,ERC-721,ERC-1155, and bespoke logic for DeFi, DAOs, and RWA. - Security-First: Formal verification, OpenZeppelin libraries, and multi-stage audits.
- Gas Optimization: Contracts designed for up to 40% lower execution costs.
- Full Lifecycle: From spec to deployment, including upgradeability patterns like
TransparentProxy.
Deploy with confidence. We deliver battle-tested contracts that secure billions in TVL for our clients.
key-features-cards
ARCHITECTURE & SECURITY
Core Technical Capabilities
Our AI-powered chat moderation system is built on a secure, scalable foundation designed for high-throughput Web3 applications. We deliver enterprise-grade reliability with measurable performance guarantees.
01
Real-Time Content Analysis
Proprietary AI models process messages in < 100ms latency to detect and flag toxic content, spam, and phishing attempts before they reach your users. Supports multi-language detection and context-aware filtering.
< 100ms
Avg. Latency
99.9%
Detection Accuracy
02
On-Chain Reputation Integration
Seamlessly integrate user wallet history and on-chain reputation scores into moderation decisions. Automatically adjust trust levels based on transaction history, NFT holdings, and DAO participation.
ERC-20/721/1155
Token Standards
Real-time
Data Sync
03
Custom Rule Engine & Automation
Deploy complex, logic-based moderation rules without code. Automate actions like muting, kicking, or escalating based on violation severity, user tier, or channel-specific policies.
Zero-code
Rule Builder
< 5 min
Rule Deployment
04
Enterprise Security & Compliance
Built with SOC 2 Type II principles. All data is encrypted in transit and at rest. Includes audit trails, role-based access control (RBAC), and compliance reporting for regulatory requirements.
SOC 2
Framework
AES-256
Encryption
05
Scalable Web3 Infrastructure
Deployed on auto-scaling cloud infrastructure capable of handling 10,000+ concurrent messages/sec. Built-in redundancy and 99.9% uptime SLA ensure reliability for global communities.
10k+/sec
Message Throughput
99.9%
Uptime SLA
06
Comprehensive Analytics Dashboard
Gain insights with real-time dashboards showing moderation metrics, user behavior trends, and threat landscape analysis. Export reports for community transparency and operational reviews.
Real-time
Data Visualization
Custom
Report Export
benefits
TANGIBLE RESULTS
Business Outcomes for Your Platform
Our AI-powered chat moderation system delivers measurable improvements in user safety, platform integrity, and operational efficiency. See the concrete benefits for your community and your bottom line.
01
Drastically Reduce Harmful Content
Our multi-layered AI models detect and filter toxic speech, scams, and NSFW material in real-time, reducing exposure to harmful content by over 95% and protecting your brand reputation.
>95%
Harmful Content Reduction
<100ms
Detection Latency
02
Scale Moderation Without Scaling Costs
Automate the majority of content review tasks, allowing your human moderators to focus on complex edge cases. Achieve 24/7 coverage and handle millions of daily messages with predictable, low operational costs.
70-80%
Automation Rate
90%+
Cost Efficiency
03
Maintain a Positive Community Culture
Proactively identify and de-escalate conflicts, reward positive interactions, and enforce community guidelines consistently. Foster a welcoming environment that improves user retention and lifetime value.
40%+
Increase in User Retention
5x
Faster Conflict Resolution
04
Actionable Insights & Continuous Improvement
Gain deep visibility into community health with real-time dashboards and trend analysis. Our system learns and adapts to new threats, ensuring your moderation policies stay ahead of emerging risks.
Real-time
Threat Intelligence
Custom
Policy Adaptation
Infrastructure Decision Matrix
Build vs. Buy: AI Moderation for Metaverse
A technical and economic comparison of developing a custom AI moderation system versus leveraging Chainscore's managed service for Web3 social platforms and metaverse applications.
| Key Factor | Build In-House | Chainscore Managed Service |
|---|---|---|
Time to Initial Deployment | 6-12+ months | 4-8 weeks |
Core AI Model Development | Required (High Cost) | Pre-trained & Fine-tuned |
Real-time Content Filtering | Custom Implementation | API-First, <100ms Latency |
Multi-Chain User Context | Manual Integration per Chain | Native Support for 10+ EVM & Non-EVM |
On-Chain Reputation Integration | Custom Smart Contract Logic | Pre-built Oracle & Scoring Modules |
Ongoing Model Retraining & Updates | Your Team's Responsibility | Continuous, Automated Pipeline |
Security & Compliance Audits | Additional $50K-$200K | Included (SOC 2, Pen-tested) |
24/7 Operational Support | Requires Dedicated SRE Team | Included with 99.9% SLA |
Total First-Year Cost (Est.) | $300K - $750K+ | $80K - $200K |
Scalability to 1M+ DAU | Major Architectural Overhaul | Handled Automatically |
how-we-deliver
PROVEN FRAMEWORK
Our Delivery Methodology
We deliver production-ready AI moderation systems through a structured, transparent process designed for security, speed, and seamless integration.
01
Threat Modeling & Architecture
We begin with a comprehensive analysis of your platform's specific attack vectors and compliance requirements. We design a modular, scalable system architecture using proven patterns for real-time content filtering and user behavior analysis.
48 hours
Initial Design Review
Zero Trust
Security Model
02
Model Training & Fine-Tuning
Our data scientists train custom ML models on your platform's unique content and user interactions. We fine-tune open-source LLMs (like Llama 3, Mistral) for superior accuracy in detecting hate speech, scams, and spam specific to Web3 communities.
>95%
Detection Accuracy
< 5%
False Positive Rate
03
Secure API Integration
We deploy the trained model as a secure, low-latency REST or WebSocket API. Integration includes comprehensive documentation, SDKs for popular frameworks, and end-to-end encryption to protect user data and moderation decisions.
< 100ms
P99 Latency
SOC 2
Compliance Ready
04
Continuous Monitoring & Optimization
Post-deployment, we provide a real-time dashboard for monitoring system performance, flag trends, and model accuracy. Our team performs quarterly model retraining and rule updates to adapt to evolving threats and community standards.
24/7
Alerting & Support
Quarterly
Model Updates
AI Chat Moderation
Frequently Asked Questions
Get clear answers on how our AI-powered moderation systems work, from deployment to ongoing management.
Typical deployment is 2-4 weeks from kickoff to production-ready integration. This includes model fine-tuning on your specific community data, integration with your chat platform (Discord, Telegram, custom UI), and initial testing. Complex multi-channel deployments or bespoke policy engines may extend to 6-8 weeks.
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