We build production-ready Solidity and Rust smart contracts with OpenZeppelin security patterns and formal verification for critical logic. Our focus is on gas efficiency, upgradability, and comprehensive test coverage (>95%).
LABS
Services
Compliance-First AI Content Filtering
Deploy AI-powered content moderation that automatically enforces regulatory (MiCA, OFAC) and platform-specific policies. Mitigate legal risk, protect your community, and scale your SocialFi platform with confidence.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, audited smart contract development for DeFi, NFTs, and enterprise applications.
- Custom DeFi Protocols: DEXs, lending/borrowing platforms, yield aggregators.
- NFT Ecosystems: ERC-721A/1155 marketplaces, generative art mints, utility-driven collections.
- Enterprise Logic: Tokenization, supply chain tracking, and automated governance systems.
- Full Audit Trail: From specification to deployment on Mainnet, Arbitrum, or Polygon.
Deliver a secure, audited MVP in 2-4 weeks, backed by a 99.9% uptime SLA and post-deployment support.
key-features-cards
ENTERPRISE-GRADE MODERATION
Core Capabilities of Our AI Filtering System
Our compliance-first AI engine is built for Web3's unique challenges, delivering real-time content safety without compromising user experience or decentralization principles.
01
Real-Time Multi-Modality Analysis
Simultaneously analyze text, images, and on-chain transaction patterns for holistic risk assessment. Our models process content in <100ms, enabling proactive moderation at scale.
< 100ms
Average Latency
99.9%
Detection Accuracy
02
Regulatory & Jurisdictional Filtering
Automatically enforce region-specific compliance (OFAC, MiCA, FATF Travel Rule) and platform-specific policies. Custom rule sets adapt to your legal requirements and community guidelines.
50+
Jurisdictions Supported
Real-time
List Updates
03
On-Chain Behavior Intelligence
Correlate wallet activity with content to detect sybil attacks, wash trading signals, and malicious coordination—a critical layer for DeFi and SocialFi platforms.
100M+
Wallets Analyzed
Sub-second
Graph Queries
04
Customizable Risk Scoring & Workflows
Define your own risk parameters and automated actions (flag, quarantine, report). Integrate with existing moderation dashboards via webhooks and APIs for seamless team workflows.
REST & GraphQL
API Options
< 1 day
Integration Time
05
Continuous Model Training & Auditing
Our models are continuously trained on anonymized Web3-specific datasets and undergo third-party bias/accuracy audits. You retain full control over data retention policies.
Quarterly
Security Audits
SOC 2 Type II
Compliance
06
Decentralized Infrastructure Resilience
Deployed across decentralized node networks for censorship resistance and high availability. Zero single point of failure with geo-redundant data processing.
99.95%
Uptime SLA
Global
Edge Network
benefits
ENTERPRISE-GRADE RESULTS
Business Outcomes: Beyond Basic Moderation
Our compliance-first AI content filtering delivers measurable business value, protecting your platform's integrity while accelerating growth. These are the concrete outcomes our clients achieve.
01
Regulatory Readiness & Reduced Liability
Deploy with confidence. Our system is engineered for global compliance frameworks (FATF Travel Rule, MiCA, OFAC). We provide an immutable audit trail for all content decisions, significantly reducing your legal and regulatory exposure.
100%
Audit Trail
0
Compliance Violations
02
Enhanced Platform Trust & User Retention
Build a safer community. By proactively filtering harmful content—from scams to hate speech—you foster user trust. This directly reduces churn and increases the lifetime value of your legitimate user base.
40%+
Lower User Churn
5x
Higher Engagement
03
Operational Efficiency at Scale
Automate moderation to handle millions of interactions daily. Our AI reduces manual review workload by over 90%, allowing your team to focus on complex edge cases and strategic growth instead of repetitive filtering tasks.
>90%
Less Manual Review
<100ms
Avg. Filter Latency
04
Market Reputation & Brand Protection
Safeguard your brand's reputation. Prevent high-profile incidents of fraud or abuse that lead to negative press and erode investor confidence. A clean platform is a competitive advantage in Web3.
24/7
Threat Monitoring
Zero-trust
Security Model
Infrastructure Decision Matrix
Build vs. Buy: AI Content Moderation for SocialFi
A detailed comparison of the total cost, risk, and time commitment for building a compliance-grade AI moderation system in-house versus leveraging Chainscore's managed service.
| Factor | Build In-House | Chainscore Managed Service |
|---|---|---|
Time to Initial Deployment | 6-12+ months | 4-8 weeks |
Upfront Development Cost | $250K - $750K+ | $0 (Service Fee Only) |
Ongoing ML Model Training | Your team + $50K/yr | Included & Automated |
Regulatory Compliance Coverage | Manual, High Risk | Pre-built for Global Standards |
Smart Contract Security Audit | Additional $30K - $100K | Included & Certified |
Real-time Moderation Latency |
| < 100ms SLA |
Moderation Accuracy (F1 Score) | Requires 12+ months of data |
|
Team Required | 5-10 FTEs (ML Eng, DevOps, Legal) | 1 Technical Point of Contact |
Total Cost of Ownership (Year 1) | $500K - $1.2M+ | $75K - $200K |
Support & Incident Response | Internal On-Call | 24/7 SRE with 15-min SLA |
how-we-deliver
A STRUCTURED APPROACH
Our Implementation Process: From Audit to Live Enforcement
Our proven four-phase methodology ensures your AI content filter is integrated securely, performs reliably, and evolves with your compliance needs. We deliver a production-ready system, not just a proof-of-concept.
01
Phase 1: Security & Compliance Audit
We conduct a comprehensive review of your existing content pipeline and smart contracts. Our team identifies vulnerabilities and compliance gaps, providing a prioritized remediation roadmap. This ensures a secure foundation before any integration begins.
48-72 hours
Initial Audit Report
100%
Coverage of OWASP Top 10
02
Phase 2: Custom Model Integration
We deploy and fine-tune our AI filtering models to your specific compliance framework (e.g., OFAC, MiCA, FATF Travel Rule). Integration includes secure API endpoints and on-chain verifiable attestations for immutable audit trails.
< 50ms
Average Latency
99.5%
Accuracy SLA
03
Phase 3: Staging & Stress Testing
Your configured filter undergoes rigorous testing in a mirrored staging environment. We simulate peak transaction loads and adversarial attacks to validate performance, resilience, and compliance logic before mainnet deployment.
10k+ TPS
Load Test Capacity
0 false positives
Compliance Goal
04
Phase 4: Live Deployment & Monitoring
We manage the production deployment with zero-downtime strategies. Post-launch, you gain access to our real-time dashboard for compliance analytics, alerting, and model performance metrics, with 24/7 support.
99.9%
Uptime SLA
< 2 weeks
Typical Go-Live
security-architecture
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by experts for DeFi, NFTs, and enterprise applications.
We architect, develop, and audit custom Solidity/Rust smart contracts that form the backbone of your Web3 product. Our focus is on security-first development, gas optimization, and upgradeable architecture to protect assets and ensure long-term viability.
From a 2-week MVP to a complex multi-chain protocol, we deliver battle-tested code that just works.
- Security Audits: Every contract undergoes internal review against common vulnerabilities before deployment. We integrate with
OpenZeppelinlibraries and follow best practices forERC-20,ERC-721, and custom standards. - Gas Optimization: We reduce transaction costs by 20-40% through efficient logic and storage patterns, directly impacting your users' bottom line.
- Full Lifecycle Support: Development, testing (
Hardhat/Foundry), deployment, and post-launch monitoring with tools likeTenderly.
Technical & Operational Details
Frequently Asked Questions on AI Content Compliance
Get clear, specific answers about our compliance-first AI content filtering service, from deployment to security.
Our deployment follows a structured 4-phase methodology: Discovery & Scoping (1 week), where we map your content types and compliance requirements; Model Fine-tuning & Rule Configuration (1-2 weeks), where we adapt our base models to your specific policies; Integration & Testing (1 week), where we connect via API to your platform and run validation; and Go-Live & Monitoring (ongoing). We provide a dedicated technical lead and detailed documentation throughout.
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