We architect and deploy custom smart contracts that are the foundation of your application. Our development process ensures security-first design, gas optimization, and audit readiness from day one.
LABS
Services
AI-Driven Phishing & Social Engineering Defense
Real-time AI analysis of wallet interactions with dApp interfaces and messages, detecting phishing domains, malicious transaction simulations, and social engineering attempts before user approval.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by experts to power your Web3 product.
- Full Lifecycle Development: From initial design and
Solidity/Rustcoding to deployment onEVM/Solanaand post-launch maintenance. - Security & Audits: Built with
OpenZeppelinstandards and prepared for third-party audits by firms like CertiK or Quantstamp. - Key Deliverables:
ERC-20,ERC-721, custom DeFi logic, multi-signature wallets, and upgradeable proxy patterns.
We deliver contracts that are not just functional, but are engineered for maintainability, composability, and long-term security.
key-features-cards
PROACTIVE PROTECTION
How Our AI Defense Layer Works
Our multi-layered defense system combines real-time monitoring, behavioral analysis, and automated response to neutralize phishing and social engineering threats before they impact your users or assets.
01
Real-Time Threat Intelligence
Continuously monitors on-chain and off-chain data sources—including Discord, Telegram, and social media—to detect phishing campaigns as they emerge. We analyze over 1 million data points daily to identify malicious patterns.
< 5 min
Threat Detection
1M+
Daily Data Points
02
Behavioral Anomaly Detection
Leverages machine learning models to establish a baseline of normal user and protocol behavior. Flags deviations—like unusual transaction patterns or social engineering lures—with 99.5% accuracy to prevent credential theft and wallet drainers.
99.5%
Detection Accuracy
0.1%
False Positive Rate
03
Automated Takedown & Mitigation
Upon threat confirmation, our system automatically initiates takedown requests with domain registrars and social platforms. Simultaneously, it pushes real-time alerts to your security dashboard and can trigger on-chain transaction blocks.
< 30 min
Avg. Takedown Time
24/7
Automated Response
04
User Education & Simulation
Proactively strengthens your human firewall. We deploy controlled, safe phishing simulations to train your community and provide real-time educational nudges when users interact with suspicious links or messages.
70%
Risk Reduction
Custom
Campaign Templates
05
Smart Contract & Wallet Guard
Integrates directly with user wallets and dApp interfaces. Scans and validates all transaction requests, contract interactions, and token approvals in real-time, blocking malicious transactions before they are signed.
Real-time
Tx Validation
ERC-20/721/1155
Protocol Support
06
Comprehensive Security Dashboard
Delivers a unified view of all threats, user risk scores, mitigation actions, and system performance. Provides actionable insights and detailed reporting for compliance and security audits.
Custom
Real-time Alerts
SOC 2
Audit Ready
benefits
MEASURABLE IMPACT
Tangible Outcomes for Your Business
Our AI-driven defense platform delivers concrete security and business results, moving beyond theoretical protection to quantifiable risk reduction and operational efficiency.
01
Proactive Threat Neutralization
Our AI models identify and neutralize phishing and social engineering attacks before they reach your users, reducing successful attack attempts by over 95% based on historical data.
>95%
Attack Reduction
<100ms
Detection Latency
02
Reduced Security Operations Cost
Automate the detection and response workflow, significantly lowering the manual effort required from your security team. Free up critical resources to focus on strategic initiatives.
70%
Less Manual Triage
24/7
Automated Coverage
03
Enhanced User Trust & Safety
Protect your community and customers from credential theft and financial loss. A secure platform directly translates to higher user retention and brand reputation.
Zero-Day
Threat Coverage
Real-time
User Protection
04
Compliance & Audit Readiness
Maintain detailed, immutable logs of all detected threats and actions taken. Generate compliance reports for SOC 2, ISO 27001, and other regulatory frameworks with ease.
Immutable
Audit Trail
Automated
Reporting
05
Seamless Platform Integration
Deploy our defense layer via API into your existing web, mobile, or internal applications. No need to overhaul your user experience or infrastructure.
<2 weeks
Integration Time
REST API
Deployment
06
Continuous Threat Intelligence
Our system learns from a global network of attacks, constantly updating its models to defend against the latest phishing tactics, wallet drainers, and social engineering schemes.
Global
Threat Feed
Daily
Model Updates
Why AI-Powered Detection is Essential for Web3
AI Defense vs. Traditional Security
A direct comparison of detection methodologies for phishing and social engineering attacks, highlighting the limitations of rule-based systems and the adaptive power of AI.
| Detection Capability | Traditional Rule-Based Security | Chainscore AI Defense |
|---|---|---|
Detection Method | Static signatures & manual rules | ML models analyzing on-chain/off-chain behavior |
Adaptation Speed | Manual updates (days/weeks) | Real-time, continuous learning |
Zero-Day Threat Detection | ||
False Positive Rate | High (blocks legitimate users) | Low (< 0.1% with tuning) |
Coverage Scope | Known wallet addresses, URL patterns | Behavioral anomalies, transaction graph analysis |
Team Overhead | High (constant rule management) | Low (automated alerting & reporting) |
Integration Time | 2-4 weeks | < 1 week via API |
Typical Annual Cost | $50K-$200K+ (team & tools) | From $60K/year (managed service) |
how-we-deliver
CLIENT-CENTRIC DEPLOYMENT
Our Integration & Delivery Process
A structured, transparent workflow designed for rapid integration with your existing security stack, minimizing disruption while maximizing protection.
01
Threat Intelligence Onboarding
We ingest and analyze your current threat feeds, smart contract addresses, and user interaction patterns to baseline your unique attack surface. This data fuels our AI models for immediate, context-aware detection.
24-48 hours
Initial Data Sync
100%
Feed Compatibility
02
AI Model Calibration & Rule Tuning
Our security engineers fine-tune detection algorithms against your specific environment, setting precision thresholds to eliminate false positives and catch sophisticated, novel phishing tactics.
< 1%
False Positive Rate
Real-time
Model Updates
03
API & Dashboard Integration
Seamless integration via RESTful APIs into your existing dashboards, notification systems (Slack, PagerDuty), and transaction monitoring pipelines. Includes a dedicated Chainscore admin portal.
< 1 week
API Integration
99.9%
API Uptime SLA
04
Staged Rollout & User Education
Controlled deployment starting with monitoring-only mode, progressing to alerts, and finally to active blocking. We provide tailored educational materials for your end-users on identified threat patterns.
2-4 weeks
Full Deployment
Zero-downtime
Rollout Guarantee
05
Continuous Monitoring & Optimization
24/7 SOC oversight of our AI systems, with weekly threat briefings and monthly performance reviews. We continuously retrain models on emerging Web3 phishing campaigns.
24/7
SOC Monitoring
Weekly
Threat Reports
06
Incident Response & Forensic Support
If a threat is detected, our team provides immediate alerting, transaction analysis, and forensic reports to support your response, including actionable intelligence for law enforcement if required.
< 5 minutes
Alert Time
Detailed
Forensic Reports
AI-Powered Security
Frequently Asked Questions
Get clear answers on how our AI-driven defense platform integrates, operates, and scales to protect your Web3 project.
Our proprietary AI engine uses a multi-layered approach: behavioral analysis of on-chain transactions, natural language processing to scan social media and communication channels, and anomaly detection trained on a dataset of 10,000+ confirmed attack vectors. It identifies zero-day threats by spotting deviations from legitimate interaction patterns, not just known signatures.
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