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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

DAO Treasury Flow Analytics

A forensic analytics platform that tracks, categorizes, and visualizes all inflows and outflows from a multi-signature treasury, providing transparency and insights into fund allocation and spending efficiency.
Chainscore © 2026
overview
FULL-STACK ENGINEERING

Blockchain Infrastructure Development

End-to-end development of secure, scalable blockchain infrastructure for your Web3 product.

We architect and deploy the foundational layer your application needs: custom RPC nodes, indexers, and oracles. This ensures 99.9% uptime SLA, sub-second latency, and eliminates reliance on third-party bottlenecks.

  • Node Operations: Managed EVM and Solana validators/RPC endpoints with multi-region failover.
  • Data Indexing: Custom Graph-like subgraphs and indexers for real-time on-chain data queries.
  • Oracle Integration: Secure price feeds and off-chain data via Chainlink or custom oracle networks.
  • Deployment & DevOps: Automated CI/CD, containerized deployments, and 24/7 monitoring with Grafana/Prometheus.

Deliver a production-ready infrastructure core in 4-6 weeks, freeing your team to focus on application logic and user growth.

key-features-cards
PROVEN METHODOLOGY

Core Forensic Analytics Capabilities

Our forensic analysis provides the granular, actionable intelligence needed to secure, optimize, and govern multi-million dollar DAO treasuries. We go beyond surface-level dashboards.

01

Transaction Flow Attribution

De-anonymize and map the complete lifecycle of treasury assets. We trace funds from source to final destination, identifying counterparties, smart contract interactions, and off-chain settlement points to expose hidden risks and dependencies.

100%
Trace Coverage
On-chain & CEX
Data Sources
02

Anomaly & Threat Detection

Real-time monitoring for malicious patterns: rug pulls, governance attacks, wallet draining, and protocol exploits. Our models are trained on historical attack vectors to flag suspicious activity before capital is lost.

< 60 sec
Alert Latency
50+
Attack Patterns
03

Counterparty Risk Scoring

Quantify the risk of every entity interacting with your treasury. We analyze wallet history, association with sanctioned addresses, involvement in past exploits, and financial behavior to generate dynamic risk scores.

10+
Risk Dimensions
Real-time
Score Updates
04

Compliance & Audit Trail

Generate immutable, court-admissible reports for regulatory compliance and internal audits. Automatically document treasury movements, governance votes, and fund allocations with full provenance.

IRS/FINCEN
Standards Ready
Immutable
Evidence Chain
05

Liquidity & Concentration Analysis

Model treasury health under stress. Identify over-concentration in single assets or protocols, simulate market impact of large withdrawals, and assess the true liquidity profile of your holdings.

50+ DeFi
Protocols Modeled
Historical & Live
Simulation Modes
06

Governance Proposal Forensics

Audit the financial impact and hidden agendas of governance proposals. We analyze proposer history, token voting power concentration, and proposal code to surface conflicts of interest and economic externalities.

Code + Context
Analysis Depth
Pre-Vote
Risk Assessment
benefits
ACTIONABLE INSIGHTS

Business Outcomes: From Data to Governance Action

Our DAO Treasury Flow Analytics platform transforms raw blockchain data into clear, executable governance signals. Move beyond dashboards to informed decision-making that protects assets and drives growth.

01

Real-Time Anomaly Detection

Proactive monitoring for unusual treasury outflows, unauthorized token approvals, or suspicious contract interactions. Get Slack/Discord alerts within 60 seconds of a flagged transaction.

< 60 sec
Alert Time
24/7
Monitoring
02

Portfolio Health & Risk Scoring

Automated risk assessment of treasury holdings across DeFi protocols (Aave, Compound, Uniswap V3). Track impermanent loss, concentration risk, and smart contract exposure with daily scoring updates.

Daily
Risk Updates
50+
Protocols Tracked
03

Gas Optimization & Cost Forecasting

Analyze historical transaction patterns to forecast treasury operational costs. Identify and recommend batch transactions or optimal timing to reduce gas fees by up to 40%.

Up to 40%
Gas Savings
7-Day
Cost Forecast
05

Compliance & Reporting Automation

Generate auditor-ready reports for fund accounting, tax obligations, and grant disbursement tracking. Export standardized transaction logs compatible with tools like CoinTracker and TokenTax.

Audit-Ready
Reports
Automated
Exports
06

Stakeholder Transparency Portals

Deploy a branded, public dashboard for your community and investors. Display verified treasury metrics, fund allocation, and yield performance without exposing sensitive operational details.

Custom Branding
Dashboards
Real-Time
Data Sync
A strategic comparison for DAOs and Web3 teams

Build vs. Buy: Treasury Analytics Platform

Evaluating the total cost, risk, and time investment of developing treasury analytics in-house versus partnering with Chainscore Labs.

FactorBuild In-HouseChainscore Platform

Time to Initial Deployment

4-9 months

2-4 weeks

Initial Development Cost

$150K - $400K+

$25K - $75K

Annual Maintenance & Updates

$80K - $200K

Included in SLA

Security & Audit Overhead

High (Manual, ad-hoc)

Low (Continuous, automated)

Coverage: Chains & Protocols

Limited to team expertise

40+ chains, 500+ DeFi protocols

Real-time Data Accuracy

Risk of stale/missing data

99.9% data integrity SLA

Custom Reporting & Alerts

Requires ongoing dev work

Configurable dashboards & webhooks

Team Expertise Required

2-3 Senior Full-Stack Devs

Your existing team + our specialists

Total Year 1 Cost (Est.)

$230K - $600K+

$50K - $150K

how-we-deliver
A PREDICTABLE PATH TO ACTIONABLE DATA

Our Delivery Process: From Integration to Insights

We deliver a structured, four-phase engagement designed for technical teams. Each phase has clear deliverables, timelines, and technical handoffs to ensure you gain operational clarity without disrupting your core development.

01

Phase 1: Secure On-Chain Integration

We implement a secure, read-only connection to your DAO's treasury wallets and governance contracts using battle-tested RPC providers and our proprietary indexing layer. This phase includes a full security review of data access patterns and permission scoping.

Deliverable: A production-ready, audited data pipeline specific to your multi-chain treasury setup.

< 72 hours
Initial Connection
Zero-trust
Access Model
02

Phase 2: Custom Metric Configuration

Our engineers work with your team to define and implement the key treasury KPIs you need—from simple balance tracking to complex metrics like runway, asset diversification scores, and proposal cost analysis. We configure dashboards for your specific governance framework (e.g., Snapshot, Tally).

Deliverable: A tailored analytics schema and live staging dashboard for your review.

50+
Pre-built Metrics
1-2 weeks
Configuration Sprint
03

Phase 3: Data Validation & Enrichment

We run historical data backfills and cross-verify totals across block explorers and subgraphs. Our system enriches raw transaction data with labels (e.g., 'VC Transfer', 'Grant Payment', 'DEX Swap') and calculates time-series trends.

Deliverable: A validated dataset covering your treasury's full history, ready for analysis and reporting.

100%
Data Consistency Check
Real-time
Enrichment
04

Phase 4: Deployment & Insights Handoff

We deploy the final analytics suite to your designated environment (cloud or on-prem) and provide comprehensive documentation and API access. Your team receives training on interpreting dashboards, setting alerts, and exporting reports for governance communications.

Deliverable: Full system ownership, API keys, and a session with our solutions architect.

99.9% SLA
Uptime
< 4 weeks
End-to-End Timeline
DAO Treasury Flow Analytics

Frequently Asked Questions

Get clear answers on how Chainscore Labs delivers precise, actionable insights for your DAO's financial operations.

We deliver a custom analytics dashboard and API that provides real-time visibility into your DAO's treasury. This includes tracking inflows/outflows across all wallets, categorizing transactions (e.g., grants, payroll, investments), monitoring multi-chain asset balances, and generating automated reports for gas spend, protocol revenue, and contributor compensation. The final deliverable is a white-labeled tool your team can use daily.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team
DAO Treasury Analytics | Chainscore Labs | ChainScore Guides