We architect and deploy custom smart contracts that form the backbone of your decentralized application. Our development process is built on security-first principles, utilizing OpenZeppelin libraries and comprehensive audit trails to mitigate risk.
LABS
Services
Solana Transaction Pattern Risk Scoring
Deploy a real-time risk assessment engine for your Solana-based DeFi protocol. We analyze high-throughput transaction patterns, account clustering, and program interactions to detect fraud and anomalous behavior.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
- End-to-End Development: From initial design and
Solidity 0.8+coding to deployment onEVMchains (Ethereum, Polygon, Arbitrum) and mainnet launch support. - Security & Auditing: Formal verification, unit/integration testing, and preparation for third-party audits from firms like CertiK or Quantstamp.
- Gas Optimization: We write efficient code to reduce transaction costs by up to 40%, directly impacting your users' bottom line.
Deliver a secure, auditable, and cost-effective foundation for your token, DeFi protocol, or NFT project in as little as 3-4 weeks.
key-features-cards
PRODUCTION-READY INFRASTRUCTURE
Core Engine Capabilities
Our Solana transaction risk engine is built for scale and security, delivering real-time threat detection with enterprise-grade reliability. Deploy a battle-tested system, not a prototype.
01
Real-Time Pattern Detection
Analyzes Solana transactions in < 50ms to identify malicious patterns like arbitrage bots, MEV extraction, and wash trading before they impact your protocol.
< 50ms
Latency
99.9%
Detection Accuracy
02
On-Chain & Off-Chain Data Fusion
Correlates on-chain transaction data with off-chain threat intelligence feeds (wallet reputations, CEX blacklists) for comprehensive risk assessment.
10+
Data Sources
Real-time
Feed Updates
03
Customizable Risk Scoring
Tailor risk models with a no-code rules engine. Set thresholds for transaction volume, wallet age, token interactions, and protocol-specific logic.
100+
Pre-built Rules
API-driven
Configuration
04
Enterprise-Grade Security & Audits
Built with security-first principles. Core scoring logic is formally verified and our infrastructure undergoes regular third-party penetration testing.
Formally Verified
Core Logic
Annual
Pen Tests
05
High-Availability Architecture
Deployed across multiple cloud regions with automatic failover. Guaranteed 99.95% uptime SLA ensures your risk engine is always operational.
99.95%
Uptime SLA
Multi-region
Deployment
benefits
MEASURABLE RESULTS
Business Outcomes for Your Protocol
Our Solana Transaction Pattern Risk Scoring delivers concrete, data-driven improvements to your protocol's security and operational efficiency.
01
Proactive Threat Mitigation
Identify and block malicious transaction patterns before they impact your users. Our system flags wash trading, MEV extraction attempts, and anomalous liquidity movements in real-time, reducing fraud-related losses.
>95%
Attack Pattern Detection
< 100ms
Real-time Scoring
02
Enhanced User Trust & Safety
Protect your community from scams and sophisticated exploits. By scoring transaction risk, you can implement dynamic security measures like transaction limits or enhanced verification for high-risk interactions, directly improving user retention.
40%+
Reduction in User Disputes
99.9%
False Positive Accuracy
03
Optimized Protocol Economics
Gain granular insight into transaction fee structures and gas consumption patterns. Identify and disincentivize spam or economically harmful behavior to ensure network resources are used efficiently, protecting validator incentives.
30%+
Spam TX Reduction
Optimized
Fee Market Health
04
Regulatory & Compliance Readiness
Maintain a detailed, auditable log of risk-scored transactions for compliance reporting. Demonstrate proactive AML/CFT measures and transaction monitoring to partners, auditors, and regulators with clear, attributable data.
Full Audit Trail
Transaction History
Real-time
Compliance Flagging
05
Data-Driven Product Decisions
Leverage risk intelligence to inform feature development. Understand which user behaviors are high-value versus high-risk, enabling you to tailor product experiences, adjust reward mechanisms, and prioritize roadmap items with confidence.
Actionable Insights
Behavioral Analytics
Granular
User Segmentation
06
Scalable Security Infrastructure
Deploy enterprise-grade risk assessment that scales with your protocol's growth. Our system handles Solana's high throughput, providing consistent, low-latency scoring without compromising on-chain performance for your end-users.
Sub-second
Latency at Scale
>50k TPS
Scoring Capacity
The Infrastructure Decision
Build vs. Buy: Risk Scoring for Solana DeFi
A detailed comparison of the costs, risks, and timelines associated with developing a transaction pattern risk engine in-house versus leveraging Chainscore's proven API.
| Factor | Build In-House | Chainscore API |
|---|---|---|
Time to Market | 6-12 months | 2-4 weeks |
Initial Development Cost | $250K - $500K+ | $0 (API usage) |
Security & Audit Overhead | High (unaudited models) | Low (audited, battle-tested) |
Model Accuracy (F1 Score) | Requires 12+ months of data |
|
Ongoing MLOps & Tuning | Dedicated data science team | Fully managed by Chainscore |
Coverage: Solana Programs | Manual integration per program | 1,000+ programs pre-mapped |
Real-time Alert Latency |
| <500 milliseconds |
Support & SLAs | Internal team responsibility | 24/7 with 99.9% uptime SLA |
Total Cost of Ownership (Year 1) | $500K - $1M+ | Starts at $50K |
how-we-deliver
PROVEN FRAMEWORK
Our Delivery Methodology
We deliver production-ready Solana risk scoring through a structured, transparent process designed for technical teams. Each phase is built on verifiable security and measurable outcomes.
01
1. Architecture & Threat Modeling
We analyze your specific transaction patterns and DeFi protocols to design a risk model architecture. This includes defining key risk vectors (e.g., flash loan exposure, MEV, oracle manipulation) and selecting appropriate on-chain data sources.
48-72 hrs
Design Sprint
10+
Risk Vectors Modeled
02
2. Custom Scoring Engine Development
Our engineers build and containerize your proprietary scoring logic in Rust or Python. We implement real-time data ingestion from Solana RPCs and integrate with Pyth or Switchboard for price feeds, ensuring sub-second latency.
< 100ms
P95 Latency
Rust/Python
Core Stack
04
4. Deployment & Integration
We deploy the scoring engine to your cloud environment (AWS/GCP) or provide a managed API endpoint. Includes full integration support with your front-end or trading bots via WebSocket and REST APIs.
99.9%
Uptime SLA
< 2 weeks
To Production
Risk Scoring Tiers
Technical Specifications & Deliverables
Compare our Solana transaction pattern risk scoring solutions, from API access to fully managed services.
| Feature / Deliverable | API Access | Managed Service | Enterprise Platform |
|---|---|---|---|
Real-time Risk Scoring API | |||
Historical Pattern Analysis | 7 days | 30 days | Unlimited |
Custom Risk Model Training | |||
Anomaly Detection Engine | Basic | Advanced | Advanced + ML |
Supported Transaction Types | Token Transfers, Swaps | All SPL, Staking | All + Custom Programs |
API Rate Limit | 100 req/sec | 1,000 req/sec | Custom |
Data Latency | < 5 seconds | < 1 second | < 500ms |
SLA & Uptime Guarantee | 99.5% | 99.9% | 99.99% |
Dedicated Support & Monitoring | Slack + Priority | 24/7 Dedicated Engineer | |
Integration Support | Documentation | Technical Onboarding | Custom Integration |
Starting Price (Monthly) | $500 | $2,500 | Custom |
Solana Transaction Risk
Frequently Asked Questions
Get clear answers on how our Solana Transaction Pattern Risk Scoring service integrates with your platform and protects your users.
Integration typically takes 1-2 weeks for a production-ready deployment. We provide comprehensive API documentation, client SDKs for Node.js and Python, and dedicated technical support during onboarding. Most clients have their first risk-scored transactions live within 5 business days of starting integration.
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