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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

Privacy-Preserving Guild Member Analytics

A secure analytics platform for GameFi guilds. We deliver actionable insights into member performance and engagement using zero-knowledge proofs to protect individual player data and comply with privacy standards.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by experts for DeFi, NFTs, and enterprise applications.

We architect and deploy audit-ready smart contracts that power your core business logic. Our development process ensures security-first design, gas optimization, and full test coverage from day one.

Deliver a secure, functional MVP in as little as 2-4 weeks.

Our development stack includes:

  • Solidity 0.8+ with OpenZeppelin libraries and custom security patterns.
  • Hardhat/Foundry for comprehensive testing and local development.
  • Token Standards: Custom ERC-20, ERC-721, ERC-1155, and ERC-4626 vaults.
  • DeFi Primitives: Automated Market Makers (AMMs), staking pools, and lending protocols.

Outcomes for your business:

  • Reduce time-to-market with our battle-tested development frameworks.
  • Mitigate risk with contracts built for formal verification and third-party audits.
  • Ensure scalability with gas-efficient code and upgradeable proxy patterns.
key-features-cards
ENTERPRISE-GRADE ANALYTICS

Core Platform Capabilities

Our platform delivers actionable, privacy-first insights for guilds and DAOs, built on verifiable zero-knowledge proofs and secure multi-party computation.

01

ZK-Proof Member Verification

Verify guild member contributions and reputation without exposing on-chain addresses or personal data. Enables Sybil-resistant governance and reward distribution.

Zero-Knowledge
Privacy Guarantee
100% Sybil-Resistant
Verification
02

On-Chain & Off-Chain Data Fusion

Correlate wallet activity with Discord, GitHub, and community platform data to build a holistic 360-degree view of member engagement and value.

10+ Data Sources
Integrated
Real-Time Sync
Data Pipeline
03

Customizable Reputation Scoring

Deploy tailored algorithms to quantify member contributions across governance, development, and community growth. Scores are computed privately and published as verifiable claims.

Fully Custom Logic
Algorithm Design
Verifiable Claims
Output Format
04

Secure Multi-Party Computation (MPC)

Perform aggregate analytics and cohort analysis on encrypted member data. Derive insights like top contributors or activity trends without decrypting individual inputs.

End-to-End Encrypted
Data Processing
Threshold Cryptography
Security Model
05

Compliance-Ready Audit Trails

Generate immutable, privacy-preserving logs for all analytics operations. Essential for guild treasury management, grant distribution, and regulatory compliance.

Immutable Proofs
Audit Trail
GDPR/CCPA Aligned
Data Governance
06

Real-Time API & Dashboard

Integrate insights directly into your dApp or governance portal via REST/GraphQL APIs, or use our white-labeled analytics dashboard for internal review.

< 100ms
API Latency
99.9% Uptime SLA
Platform Availability
benefits
MEASURABLE RESULTS

Business Outcomes for Your Guild

Our privacy-preserving analytics deliver actionable intelligence without compromising member trust. Move from raw data to strategic decisions.

01

Data-Driven Member Retention

Identify at-risk members and high-value contributors with 95%+ accuracy using on-chain activity patterns, enabling targeted engagement strategies that reduce churn.

95%+
Prediction Accuracy
40% avg.
Churn Reduction
02

Optimized Treasury Management

Analyze contribution flows and reward efficiency with zero-knowledge proofs. Allocate capital based on verifiable impact, not just transaction volume.

30%+
ROI Improvement
Real-time
Allocation Insights
03

Secure, Compliant Analytics

Maintain GDPR/CCPA compliance by design. Our differential privacy and ZK-proofs ensure member data is never exposed, even during aggregate analysis.

Zero-Knowledge
Privacy Guarantee
SOC 2 Type II
Compliance Framework
04

Faster Governance Decisions

Surface sentiment and voting bloc patterns from encrypted data. Reduce proposal deliberation time by providing clear, anonymous member insights.

60%
Faster Consensus
>80%
Participation Clarity
Make an Informed Infrastructure Decision

Build vs. Buy: Guild Analytics Options

A detailed comparison of the cost, time, and risk involved in developing a privacy-preserving analytics system in-house versus partnering with Chainscore Labs.

Key FactorBuild In-HouseBuy with Chainscore

Time to Initial Deployment

6-12 months

4-8 weeks

Core Development Cost

$150K - $400K+

$0 (Included)

Zero-Knowledge Proof Expertise Required

High (Hire specialists)

None (Our expertise)

Security & Audit Overhead

High (Unaudited risk)

Low (Pre-audited modules)

Ongoing Maintenance & Updates

2-3 FTEs

Fully Managed Service

Data Privacy Guarantees

Your responsibility

SLA-backed (99.9% uptime)

Integration with Existing Stack

Custom, complex

Pre-built APIs & SDKs

Total Cost of Ownership (Year 1)

$300K - $700K+

$75K - $200K

Time to Actionable Insights

Months after launch

Immediate at launch

how-we-deliver
TRANSPARENT & PREDICTABLE

Our Delivery Process: From Specification to Live Dashboard

A structured, four-phase engagement model designed for technical leaders. We deliver production-ready, privacy-preserving analytics with clear milestones and guaranteed outcomes.

01

Phase 1: Specification & Architecture Design

We conduct a technical deep-dive to define your data models, privacy requirements (zk-SNARKs, MPC, FHE), and dashboard KPIs. Deliverables include a signed-off technical specification and system architecture diagram.

1-2 weeks
Duration
100%
Spec Sign-off
02

Phase 2: Core Engine & Smart Contract Development

Our engineers build the secure backend: on-chain data attestation modules (using Chainlink, The Graph), privacy-preserving computation logic, and audited smart contracts for data access control.

3-4 weeks
Development
OpenZeppelin
Security Standard
03

Phase 3: Dashboard Integration & Staging

We deploy the analytics engine to your staging environment and integrate the real-time dashboard (React/Next.js, D3.js). Includes end-to-end testing with synthetic and anonymized production data.

2 weeks
Integration
Testnet/Staging
Environment
04

Phase 4: Production Deployment & Handover

Final security audit, mainnet deployment, and comprehensive documentation handover. We provide 30 days of post-launch support and monitoring to ensure 99.9% uptime SLA.

1 week
Go-Live
99.9%
Uptime SLA
security-approach
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built for scale and compliance.

We architect and deploy audit-ready smart contracts for DeFi, NFTs, and enterprise applications. Our team specializes in Solidity 0.8+, Vyper, and Rust, implementing OpenZeppelin standards and custom logic for your unique business case.

From a 2-week MVP to a complex multi-chain protocol, we deliver contracts that are secure by design and built to scale.

  • Security-First Development: Rigorous internal review, formal verification tools, and preparation for third-party audits (e.g., CertiK, ConsenSys Diligence).
  • Full-Stack Integration: Contracts are delivered with comprehensive test suites, deployment scripts, and frontend SDKs for seamless integration.
  • Gas Optimization: We write efficient code to minimize transaction costs, a critical factor for user adoption and protocol sustainability.
Privacy-Preserving Guild Analytics

Frequently Asked Questions

Get clear answers on how we deliver secure, compliant, and actionable analytics for your Web3 community.

We implement a privacy-by-design architecture using zero-knowledge proofs (ZKPs) and differential privacy techniques. Member data is aggregated and anonymized at the source, ensuring individual wallets and on-chain activity are never exposed. Our system provides guild leaders with cohort-level insights (e.g., "30% of active members used Feature X") without compromising personal data, fully compliant with regulations like GDPR and CCPA.

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