AI Integration & Matching

Trestle leverages Decentralized AI to optimize the marketplace without a central authority.

AI Node Operators

Community members can run AI Nodes to provide compute power. - Models: Llama 3, Mixtral, StableLM, LLaVA. - Rewards: Operators earn hNOBT for successful inference jobs. - Governance: Node operators participate in AI model updates and reputation scoring.

Use Cases

1. Freelancer Matching

• Skill Matching: AI analyzes freelancer profiles and job descriptions to suggest the best matches.
• Reputation Scoring: AI aggregates on-chain history and off-chain reviews to generate a dynamic "Trust Score."

2. Dispute Resolution

• Evidence Analysis: AI reads chat logs and code commits to recommend fair outcomes.
• Speed: Reduces resolution time from days to minutes for simple cases.

3. RWA Verification

• Document Analysis: AI (LLaVA) scans property deeds and legal documents for RWA tokenization.
• Compliance: Checks against regulatory databases (Chainlink Oracles).

Technical Architecture

• Queue System: Cloudflare Queues handle async AI requests.
• Job Lifecycle: Tracked in KV Store (Pending → Processing → Done/Error).
• Timeouts: No endpoint timeouts; instant user feedback via async polling.