We architect and deploy custom smart contracts that power your core business logic—from token systems to complex DeFi protocols. Our development process is built on security-first principles and proven patterns.
LABS
Services
Solana Transaction Intent Analysis
AI-driven analysis of Solana wallet transaction flows and program interactions to identify high-risk intents, such as drainer contract calls or anomalous token delegation, before execution.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
- End-to-End Development: Full lifecycle from specification and
Solidity/Rustcoding to deployment and verification. - Security as Standard: All contracts undergo internal audits and are built with
OpenZeppelinlibraries and formal verification best practices. - Gas Optimization: We write for efficiency, targeting up to 40% lower transaction costs for end-users.
- Mainnet-Ready: We manage deployment on Ethereum, Polygon, Arbitrum, and other EVM/L2 chains with zero downtime.
Deliver a secure, auditable, and gas-efficient foundation for your product in as little as 2-4 weeks.
key-features-cards
PROCESS
How Our Solana Intent Analysis Engine Works
Our engine transforms raw Solana transaction data into actionable intelligence, enabling you to detect fraud, understand user behavior, and optimize your protocol's performance.
01
Real-Time Transaction Ingestion
We capture and parse every transaction on the Solana mainnet in real-time using a high-throughput data pipeline. This ensures your analysis is based on the most current on-chain activity.
< 2 sec
Data Latency
100%
Block Coverage
02
Intent Pattern Recognition
Our ML models classify transaction patterns to identify user intents—such as arbitrage, liquidation, NFT sniping, or governance voting—by analyzing program interactions and flow of funds.
50+
Intent Types
99.5%
Classification Accuracy
03
Anomaly & Fraud Detection
We flag suspicious patterns like wash trading, MEV sandwich attacks, and wallet draining scams by correlating intent with historical behavior and known threat signatures.
< 100ms
Alert Generation
95%
False Positive Reduction
benefits
ACTIONABLE INSIGHTS
Outcomes for Your Wallet or dApp
Our Solana Transaction Intent Analysis delivers concrete, data-driven results that enhance security, optimize performance, and drive user growth. Move beyond raw data to strategic execution.
01
Prevent Malicious Transactions
Real-time detection of phishing attempts, drainer contracts, and unauthorized token approvals before they execute, protecting user assets and platform reputation.
> 99.5%
Detection Accuracy
< 50ms
Analysis Latency
02
Optimize Transaction Routing
Analyze user intent to route swaps, staking, and NFT mints through the most efficient and cost-effective liquidity pools or validators, maximizing user yield.
15-40%
Avg. Gas Savings
Sub-second
Route Calculation
03
Enhance User Experience & Retention
Surface user intent to power personalized dashboards, proactive notifications, and simplified transaction flows, reducing friction and increasing engagement.
30%+
Higher Session Time
20%+
Lower Drop-off Rate
04
Improve Risk Scoring & Compliance
Generate granular risk scores for wallets and transactions based on intent patterns, enabling automated compliance checks and tiered service levels.
Real-time
Score Updates
Audit-Ready
Compliance Logs
05
Drive Data-Informed Product Decisions
Gain insights into how users intend to interact with your dApp—not just what they do—to prioritize feature development and marketing campaigns.
Granular
Intent Segmentation
Actionable
Behavioral Insights
06
Scale Infrastructure Efficiently
Predict transaction load and resource requirements by analyzing aggregated intent signals, allowing for proactive scaling of RPC nodes and indexers.
Proactive
Load Forecasting
40%
Infra Cost Optimization
Strategic Decision Analysis
Build vs. Buy: Intent Analysis Implementation
A detailed comparison of the total cost, risk, and time commitment required to develop and maintain a Solana transaction intent analysis system in-house versus partnering with Chainscore Labs.
| Implementation Factor | Build In-House | Buy with Chainscore |
|---|---|---|
Time to Production | 6-12+ months | 4-8 weeks |
Initial Development Cost | $250K - $600K+ | $75K - $200K |
Annual Maintenance Cost | $150K - $300K | Optional SLA from $50K |
Security & Audit Overhead | High (unaudited risk) | Pre-audited, battle-tested patterns |
Team Requirements | 3-5 senior Solana engineers | Your existing team + our experts |
Feature Depth | Basic MEV detection | Full intent lifecycle & predictive models |
Integration Complexity | High (RPC, indexers, oracles) | Single API/SDK endpoint |
Time to First Value | Months of R&D | Weeks from contract signature |
Uptime & Reliability | Your responsibility (target 99%) | 99.9% SLA with monitoring |
Total Cost of Ownership (Year 1) | $400K - $900K+ | $125K - $250K |
how-we-deliver
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3 specialists for your protocol or dApp.
We architect and deploy custom smart contracts that form the secure, immutable backbone of your application. Our development process is built on industry-leading security standards, including formal verification and comprehensive audits, to protect your assets and users.
- End-to-End Development: From initial design and
Solidity/Rustcoding to deployment onEVM/Solana/Cosmoschains and ongoing maintenance. - Security-First Approach: All code follows
OpenZeppelinbest practices and undergoes multi-stage review before mainnet launch. - Gas Optimization: We write efficient contracts to minimize transaction costs and enhance user experience.
- Integration Ready: Contracts are built with clear interfaces for seamless connection to frontends, oracles, and other protocols.
Deliver a battle-tested, auditable smart contract system in as little as 4-6 weeks, reducing your technical risk and accelerating time-to-market.
Solana Transaction Intent Analysis
Frequently Asked Questions
Get clear answers on how our intent analysis service works, its security, and how it integrates with your stack.
Our service analyzes the on-chain and off-chain data of pending Solana transactions to predict their intent and potential risk. We process transaction signatures, account states, and mempool data to identify patterns like MEV opportunities, sandwich attacks, or anomalous behavior before finalization. This provides a real-time risk score and intent classification (e.g., 'liquidation', 'arbitrage', 'malicious drain').
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