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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 Live Stream Analytics

We build analytics systems for decentralized live streaming platforms that deliver actionable viewer engagement data to creators without compromising individual user privacy, using zero-knowledge proofs or trusted execution environments.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 experts for your protocol.

We architect, develop, and deploy custom smart contracts that form the foundation of your decentralized application. Our engineers specialize in Solidity 0.8+ and Rust, implementing battle-tested patterns from OpenZeppelin and Sealevel to ensure security and gas efficiency from day one.

We deliver a fully audited, production-ready codebase in 4-6 weeks, complete with comprehensive test suites and deployment scripts.

  • Security-First Development: Every contract undergoes internal audits and formal verification before deployment to mainnet.
  • Protocol Specialization: Expertise in ERC-20, ERC-721, ERC-1155, custom DeFi primitives, and cross-chain bridges.
  • Full Lifecycle Support: From initial architecture and Hardhat/Foundry setup to mainnet deployment and post-launch monitoring.
key-features-cards
ENTERPRISE-GRADE INFRASTRUCTURE

Core Capabilities of Our Privacy-Preserving Analytics

Our platform delivers real-time, actionable insights from live streaming data while maintaining user privacy and regulatory compliance. Built for scale and security.

01

Real-Time Anonymized Data Processing

Process live streaming data with sub-second latency using zero-knowledge proofs and secure multi-party computation (MPC). Extract viewer engagement, sentiment, and demographic trends without exposing individual user data.

< 500ms
Processing Latency
100K+
Events/Sec
02

On-Chain Verifiable Analytics

Generate cryptographically verifiable attestations for key metrics (DAU, MAU, engagement scores). Anchor summary data to Ethereum or Solana for transparent, tamper-proof reporting to stakeholders and advertisers.

ZK-SNARKs
Proof System
Immutable
Audit Trail
03

GDPR & CCPA Compliant by Design

Architected for privacy-by-design. Our differential privacy layer adds statistical noise to aggregate outputs, ensuring individual users cannot be re-identified, meeting global data protection standards.

ε < 1.0
Privacy Budget
Fully Compliant
Regulatory Ready
04

Customizable Analytics Dashboards

White-label dashboards and APIs deliver processed insights directly to your product. Monitor real-time streams, historical trends, and audience segmentation with filters you control.

REST & GraphQL
API Access
< 2 Days
Integration Time
05

Secure Data Ingestion Pipeline

Ingest data from major platforms (Twitch, YouTube Live) and custom RTMP sources via encrypted WebSocket connections. All data is encrypted in transit and at rest using AES-256-GCM.

TLS 1.3
Encryption
SOC 2 Type II
Certified
06

Scalable Infrastructure & SLAs

Deploy on AWS/GCP with auto-scaling to handle viral events. Backed by enterprise SLAs for uptime, data freshness, and support response times.

99.95%
Uptime SLA
24/7
Support
benefits
DELIVERABLES

Business Outcomes for Your Platform

Our privacy-preserving live stream analytics deliver measurable results, from enhanced user trust to direct revenue growth. Here’s what you can expect.

01

Monetize Without Compromise

Generate revenue from viewer data and ad analytics while maintaining full user privacy. We implement Zero-Knowledge Proofs and secure multi-party computation to enable compliant, high-value data marketplaces.

100%
Privacy Compliant
New Revenue Stream
Data Monetization
02

Real-Time Engagement Intelligence

Access live, actionable insights on viewer sentiment, peak engagement moments, and content performance—all computed on encrypted data streams. Make data-driven decisions in under 500ms.

< 500ms
Insight Latency
Real-Time
Dashboard Updates
03

Enterprise-Grade Security & Compliance

Deploy with confidence using our audited cryptographic frameworks. Our architecture is designed for GDPR, CCPA, and future privacy regulations by default, minimizing legal risk.

Formally Verified
Core Circuits
Regulation Ready
Built-In Compliance
04

Scalable, Low-Cost Infrastructure

Our hybrid on/off-chain system scales to millions of concurrent viewers without proportional cost increases. Leverage optimized Layer 2 solutions for cost-efficient proof generation.

> 1M
Concurrent Viewers
~$0.001
Cost per 1k Analytics
05

Enhanced User Trust & Retention

Build a loyal audience by transparently protecting user data. Platforms using privacy-first analytics see higher opt-in rates and increased long-term user retention.

40%+
Higher Opt-In Rate
Increased LTV
User Lifetime Value
Infrastructure Decision Matrix

Build vs. Buy: Custom Privacy Analytics vs. Generic Solutions

A technical and economic comparison of developing privacy-preserving analytics in-house versus leveraging Chainscore's specialized platform.

Key FactorBuild In-HouseGeneric Analytics ToolChainscore Platform

Time to Deploy Live System

6-12 months

2-4 weeks

4-8 weeks

Initial Development Cost

$250K - $600K+

$10K - $50K (licensing)

$75K - $200K (implementation)

Privacy Tech Integration (ZKPs, MPC)

Requires specialized R&D team

Not supported

Pre-built, audited modules

Real-Time On-Chain Data Indexing

Build from scratch (high complexity)

Limited to public data only

Full historical + real-time mempool

Custom Metric & Alert Logic

Full flexibility, high dev cost

Rigid, predefined dashboards

Fully customizable via API/SDK

Ongoing Maintenance & Updates

Dedicated 2-3 engineer team

Vendor-managed, generic updates

Fully managed with 99.9% SLA

Audit & Security Posture

Your responsibility (high risk)

Shared, opaque model

Continuous audits, verifiable proofs

Total Cost of Ownership (Year 1)

$500K - $1.2M+

$60K - $100K

$150K - $300K

Strategic Outcome

High control, massive resource drain

Fast but generic, no competitive edge

Specialized advantage, faster iteration

how-we-deliver
PROVEN PROCESS

Our Delivery Methodology

We deliver production-ready, privacy-preserving analytics with a structured, transparent approach that reduces your time-to-market and technical risk.

01

Architecture & Design Sprint

We begin with a 2-week collaborative sprint to define your data schema, privacy requirements (zk-SNARKs vs. FHE), and system architecture. This ensures alignment on technical specs and project scope before a single line of code is written.

2 weeks
Fixed Duration
100%
Scope Clarity
02

Zero-Knowledge Circuit Development

Our cryptographers implement custom zk-SNARK circuits (using Circom or Halo2) or FHE modules to enable private computation on live stream data. Every circuit undergoes formal verification for correctness.

Formal Verification
Security Standard
Circom/Halo2
Proven Frameworks
03

On-Chain & Off-Chain Integration

We build the full stack: smart contracts for verifiable proofs (Solidity 0.8+), scalable off-chain provers, and APIs that feed real-time analytics dashboards. Integration with existing data pipelines is a priority.

Solidity 0.8+
Audit-Ready Code
REST/GraphQL
API Delivery
04

Security Audit & Penetration Testing

Before deployment, the entire system—circuits, contracts, and APIs—undergoes rigorous review. We partner with leading audit firms and conduct internal penetration testing to eliminate vulnerabilities.

Third-Party Audited
Trust Guarantee
OZ Patterns
Security Foundation
05

Staged Production Deployment

We deploy using a phased rollout: testnet validation with simulated load, followed by mainnet launch with real-time monitoring and alerting. We provide 24/7 support during the critical go-live period.

Testnet First
Risk Mitigation
24/7 Support
Launch Coverage
06

Documentation & Knowledge Transfer

We deliver comprehensive technical documentation, operational runbooks, and training sessions for your engineering team, ensuring full ownership and the ability to extend the system.

Full Docs
Deliverable
Hands-on Training
Team Enablement
security-approach
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built to your exact specifications.

We architect, develop, and deploy custom Solidity/Rust smart contracts that form the backbone of your Web3 application. Our focus is on security-first development, gas optimization, and future-proof architecture.

  • Security Audits: Every contract undergoes rigorous internal review and formal verification before deployment.
  • Protocol Integration: Seamless compatibility with ERC-20, ERC-721, ERC-1155, and custom standards.
  • Gas Efficiency: Optimized logic to minimize transaction costs for your end-users.
  • Upgradeable Design: Built with patterns like Proxy/UUPS for seamless, secure future upgrades.

Deliver a battle-tested, auditable smart contract system in 4-6 weeks, from spec to mainnet deployment.

Privacy-Preserving Live Stream Analytics

Frequently Asked Questions

Get clear answers on implementation, security, and ROI for our zero-knowledge analytics platform.

Our platform uses zero-knowledge proofs (ZKPs) to process live stream data on-chain without exposing raw information. User interactions, engagement metrics, and content performance are computed within a secure enclave. Only the verifiable proof of the result (e.g., 'total unique viewers: 10,000') is published, ensuring data privacy while maintaining full auditability on the blockchain. This enables trustless, real-time analytics for Web3 streaming platforms.

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
Privacy-Preserving Live Stream Analytics | Chainscore Labs | ChainScore Guides