Use Cases
GenLayer enables applications that require subjective judgment — decisions that traditional smart contracts can't make because they need to interpret language, evaluate evidence, or assess quality.
Dispute Resolution
AI validators evaluate evidence and deliver verdicts in minutes. Applies to:
- Agentic commerce — AI agents transacting autonomously (ERC-8183 (opens in a new tab)) need trustless arbitration for SLA compliance, delivery verification, service quality
- Chargebacks — buyer/seller disputes resolved by analyzing shipping records, communication logs, and transaction history
- Freelance & gig work — was the deliverable satisfactory? AI consensus replaces subjective back-and-forth
Rule & Constitution Verification
Check whether something meets a set of criteria defined in natural language:
- Does a new prediction market meet listing guidelines?
- Does a DAO proposal comply with the organization's charter?
- Does a content submission follow community standards?
- Does a transaction comply with regulatory requirements?
This is a foundational primitive — many applications are instances of "evaluate X against rules Y."
Prediction Markets
Markets that resolve automatically by fetching outcomes from primary sources. No centralized oracle or authority needed.
→ Example contract
Social Content Verification
AI validators assess content quality, detect plagiarism, and distribute rewards based on originality and engagement. Replaces centralized content moderation with consensus-driven evaluation.
Code & Work Quality Assurance
Staked submissions where reviewers are economically incentivized to find issues. AI validators assess code quality, deliverable completeness, or compliance with specifications.
AI-Governed Organizations
DAOs where proposals are written in natural language, evaluated against real-time data, and executed automatically when conditions align.
Compliance Automation
Real-time screening against sanctions lists, KYC/AML requirements, and changing regulations. Contracts read authoritative sources directly — no manual updates needed.
Insurance
Parametric and evidence-based insurance where claims are evaluated by AI validators. Contracts fetch weather data, flight statuses, or photographic evidence to assess claims and trigger payouts automatically — no adjusters, no weeks of waiting.
Argumentation & Debate Markets
Structured debates where participants stake positions and AI consensus determines outcomes — a new primitive for information markets.
What Makes These Possible
All of these share a common pattern: they require subjective judgment that traditional smart contracts can't perform.
GenLayer's Intelligent Contracts can:
- Fetch and interpret live web data
- Process natural language and unstructured inputs
- Make subjective decisions through multi-validator AI consensus
- Execute outcomes on-chain with full finality
See projects building on GenLayer (opens in a new tab) for live examples.