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LABS
Services
Predictive DeFi Analytics Suite
Deploy AI models that forecast protocol health metrics, liquidity shifts, and systemic risks, enabling proactive portfolio management and strategic decision-making for funds and institutional investors.
Chainscore © 2026
overview
FULL-STACK INFRASTRUCTURE
Custom Blockchain Development
End-to-end blockchain solutions built to your exact specifications, from protocol design to mainnet deployment.
- Protocol Design: Custom
EVM-compatible chains,Substrate-based networks, orCosmos SDKapp-chains. - Core Development: Smart contract integration, cross-chain bridges, and validator node orchestration.
- Deployment & Scaling: Automated CI/CD pipelines, multi-region node deployment, and real-time monitoring dashboards.
Go from concept to a secure, audited testnet in under 6 weeks. We handle the entire stack so your team can focus on product logic and user experience.
key-features-cards
ACTIONABLE INTELLIGENCE
Core Predictive Capabilities We Deliver
Our analytics suite transforms raw on-chain data into precise, forward-looking signals. We deliver the predictive intelligence your team needs to build, manage, and scale with confidence.
01
Liquidity Flow Forecasting
Predict capital movements across DEXs and lending protocols 24-72 hours in advance. Identify emerging yield opportunities and potential liquidity crunches before they impact your protocol's operations.
85%
Forecast Accuracy
< 100ms
Signal Latency
02
Smart Money Wallet Tracking
Real-time monitoring of high-alpha wallets (VCs, funds, top traders). Get alerts on their portfolio shifts, token accumulation, and exit patterns to inform your own strategic decisions.
10,000+
Tracked Wallets
Real-time
Alerting
03
Protocol Health & Risk Scoring
Dynamic, multi-factor risk assessment for DeFi protocols. Our models evaluate TVL composition, smart contract maturity, governance centralization, and economic security to generate a live health score.
50+
Risk Metrics
Hourly
Score Updates
04
MEV Opportunity Detection
Identify profitable arbitrage, liquidation, and sandwich attack vectors across EVM chains. Our system surfaces actionable MEV opportunities with estimated profit margins and execution complexity.
Sub-second
Detection Speed
EVM Chains
Multi-Chain
05
Tokenomics & Vesting Analysis
Model token unlock schedules, holder concentration, and sell pressure. Forecast the impact of upcoming unlocks on price and liquidity to optimize treasury management and investor communications.
95%
Schedule Coverage
Custom Models
Tailored Forecasts
06
Cross-Chain Bridge Monitoring
Track asset flows and security postures across major bridges. Our analytics provide early warnings for anomalous outflows, potential bridge insolvency risks, and emerging cross-chain arbitrage gaps.
15+
Bridges Monitored
24/7
Surveillance
benefits
MEASURABLE RESULTS
Quantifiable Outcomes for Institutional Investors
Our Predictive DeFi Analytics Suite delivers concrete, data-driven advantages. We focus on providing institutional-grade insights that translate directly to portfolio performance and operational efficiency.
01
Enhanced Risk-Adjusted Returns
Identify mispriced assets and emerging yield opportunities before market-wide recognition. Our predictive models analyze on-chain liquidity, protocol health, and whale movements to surface alpha with quantified risk metrics.
15-30%
Higher Sharpe Ratio
24/7
Market Surveillance
02
Proactive Risk Management
Monitor real-time exposure to smart contract vulnerabilities, liquidity crunches, and governance attacks. Receive automated alerts for anomalous activity and stress-test portfolios against historical and simulated black swan events.
< 60 sec
Alert Latency
100+
Risk Parameters Monitored
03
Operational Efficiency & Automation
Automate capital allocation, rebalancing, and reporting workflows. Integrate directly with your treasury management systems via our secure API, eliminating manual data aggregation and reducing operational overhead.
90%
Reduced Manual Work
Sub-second
API Response Time
04
Regulatory & Compliance Readiness
Generate auditable, institution-grade reports for transaction history, portfolio composition, and source-of-funds analysis. Our platform is built with institutional custody and reporting standards in mind.
SOC 2
Compliant Infrastructure
FATF Travel Rule
Ready Data
Infrastructure Decision Matrix
Build vs. Buy: Predictive Analytics for DeFi
A detailed comparison of the costs, risks, and timelines associated with developing a predictive analytics system in-house versus leveraging Chainscore's managed platform.
| Factor | Build In-House | Chainscore Platform |
|---|---|---|
Time to Initial Deployment | 6-12 months | 2-4 weeks |
Core Data Pipeline Development | Required | Pre-built |
ML Model Training & Validation | Your team | Pre-trained & Customizable |
Real-time On-chain Data Feeds | Sourced & Indexed Internally | Integrated (20+ Chains) |
Security Audit & Risk | High (Custom Code) | Low (Audited, Battle-Tested) |
Ongoing Model Maintenance | Full-time Data Science Team | Managed Updates & Retraining |
Infrastructure & DevOps Overhead | Significant (Servers, Monitoring) | Zero (Fully Managed) |
Total First-Year Cost | $250K - $750K+ | $60K - $180K |
Time to Value | Delayed by 6+ months | Immediate API Access |
how-we-deliver
A SYSTEMATIC APPROACH
Our Methodology: From Data to Deployable Forecasts
Our four-phase framework transforms raw on-chain data into actionable, high-confidence trading signals. We build, validate, and deploy models designed for institutional-grade reliability.
01
1. Data Ingestion & Enrichment
We aggregate and normalize data from 50+ blockchains, 500+ DEXs, and major CEXs. Our proprietary enrichment layer adds context for liquidity depth, whale movements, and protocol health, creating a unified, queryable dataset.
50+
Blockchains
500+
DEXs Tracked
02
2. Model Development & Backtesting
Our data scientists build predictive models for impermanent loss, liquidity migration, and token price volatility. Every model undergoes rigorous backtesting against 3+ years of historical data to validate performance before live deployment.
3+ Years
Historical Data
99.5%
Backtest Accuracy
03
3. Real-Time Signal Generation
Models are deployed to our low-latency inference engine, producing real-time alpha signals. We monitor for model drift and recalibrate automatically, ensuring forecasts remain accurate amidst market regime changes.
< 100ms
Latency
24/7
Monitoring
04
4. Integration & Actionable Insights
Receive forecasts via API, WebSocket, or directly into your trading dashboard. We provide clear, actionable insights—not just raw data—enabling automated execution or informed manual decision-making.
REST & WS
Delivery
< 2 Weeks
Integration Time
Predictive DeFi Analytics
Frequently Asked Questions
Get clear answers on how our analytics suite delivers actionable insights for your protocol.
Our suite aggregates on-chain data from 20+ EVM and non-EVM chains via custom indexers, combined with off-chain market data from 15+ CEXs and DEXs. We employ a multi-model approach: time-series forecasting (LSTMs, Transformers) for price and volume, ML classifiers for wallet behavior, and agent-based simulations for stress testing. All models are backtested against $50B+ of historical DeFi activity.
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