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THE AI-NATIVE CREDIT INFRASTRUCTURE

Leveraging proprietary GNN-Forensics to filter Sybils and quantify reputation. We build the data foundation that unlocks Under-collateralized Lending for the ecosystem.

ETHERSCAN
COIN98 WALLET
METAMASK
PHANTOM

Ecosystem Compatibility

Juchain

Juchain

ethereum

Ethereum

oracles

Oracle

zksync

ZkSync

0+

Wallets Profiled

0+

Sybil Detection

<0ms

AI Processing Speed

Why DuoScore?

Duo Score Description 1

GNN-Powered AI Forensics

Our proprietary Graph Neural Networks (GNN) analyze complex transaction topologies to detect sophisticated bot farms and wash-trading rings. We don't just filter; we analyze behavioral intent.

Duo Score Description 2

Dynamic On-Chain
Credit Scoring

Moving beyond binary 'human verification.' We construct a real-time Credit Intelligence Layer that evaluates asset quality, repayment history, and liquidity depth to assign precise reputation scores.

Duo Score Description 1

Infrastructure-Level
Credit Layer

A foundational infrastructure for the ecosystem. By purifying liquidity at the source, DuoScore serves as the Gatekeeper Protocol that powers future under-collateralized lending markets.

How It Works

The cryptocurrency industry experienced significant losses in 2025 due to hacks, exploits, and thefts (distinct from broader investment scams or frauds). Reputable sources, including Chainalysis, CertiK, and SlowMist, estimate total losses at approximately $3.3–3.4 billion for the full year.

01

Ingest Project Whitelists

Projects submit their raw user lists (Whitelists/Airdrop lists) directly to DuoScore’s infrastructure via API before Mainnet launch.

02

AI Sybil Clustering & Filtering

Our AI Engine scans on-chain patterns to detect bot clusters, sybil farms, and low-quality wallets. We filter out the 'noise' to reveal genuine users.

03

Credit Scoring & Lending Access

Verified real users receive a high DuoScore, unlocking exclusive under-collateralized loans in our future Lending Protocol. Bots get blocked instantly.

Phase 1

Genesis

Q1/2026
  • MVP Scoring Engine
  • Juchain Testnet Launch
  • 10,000 Users on Waitlist
  • Unveil "Duo-7B" Lightpaper: Our proprietary LLM trained specifically for Juchain smart contract & cashflow analysis.
  • Deploy ZK-Solvency MVP for RWA verification.
Phase 2

Integration

Q2/2026
  • Launch B2B Dashboard for project submissions.
  • Integrate API with Juchain Official Launchpad.
  • Onboard first 10 Pilot Projects for free AI Audits.
Phase 3

Expansion

Q3/2026
  • RWA Data Integration
  • Cross-chain Scoring
  • DAO Governance
  • Deploy live "Project Health Badges" & Real-time Alert System.
  • $DUO Token Generation Event (TGE): IDO & DEX/CEX Listing.
Phase 4

Expansion

Q4/2026
  • Launch DuoScore Enterprise (Premium Analytics for VCs/MMs).
  • Expand Cross-chain Monitoring (Ethereum, BNB Chain).
  • Initialize DAO Governance for community flagging.
  • Host "Juchain Project Safety Awards".
  • DuoScore Lending Protocol

Roadmap