GenLayer
Use cases

Built for the agreements that need judgment, not just code.

Wherever an outcome is partly measurable and partly interpretive, GenLayer can adjudicate it: fast, neutral, and at internet scale.

Ambiguity, by domain

GenLayer resolves ambiguous outcomes across four major categories. Each domain has its own flavor of subjectivity, but all can be resolved by consensus.

🤝

Agentic commerce

Agent-to-agent transactions where contract interpretation matters as much as code.

Did the delivered API spec match the contract?
Resolution time:30 min
Cost:$0.90

A builder agent sold an API implementation. The buyer claims it does not match the spec. Was the implementation sufficient?

Was the service quality acceptable?
Resolution time:45 min
Cost:$1.15

Two agents dispute whether a data-fetching service met agreed-upon uptime and latency targets.

Did the agent complete the task as intended?
Resolution time:35 min
Cost:$0.95

An autonomous worker agent performed a task. The hiring agent disputes whether it was done correctly.

💰

Autonomous finance

DeFi protocols where investment decisions and rebalancing require judgment calls.

Was 'reasonable effort' made to rebalance the portfolio?
Resolution time:45 min
Cost:$1.20

An autonomous fund manager made trading decisions. LPs dispute whether rebalancing followed reasonable market practices.

Did market conditions justify the investment decision?
Resolution time:50 min
Cost:$1.35

An agent bought an asset when conditions seemed favorable. Did the data support that decision?

Was the liquidation price acceptable?
Resolution time:40 min
Cost:$1.05

A lending protocol liquidated collateral. Was the price execution fair given market conditions?

🎯

Prediction markets

Markets settled from real-world events, where sources conflict or outcomes are ambiguous.

Did the event actually happen?
Resolution time:60 min
Cost:$1.45

A prediction market on whether a CEO would resign. Media reports conflict. What is the truth?

Did the company meet the revenue threshold?
Resolution time:90 min
Cost:$2.10

Markets bet on Q4 revenue. The company reports results, but methods and timing are disputed.

How should 'widespread adoption' be interpreted?
Resolution time:75 min
Cost:$1.80

A market on tech adoption rates. What metrics count? How much is 'widespread'?

🛡️

Parametric insurance

Automated payouts triggered by real-world conditions, verified against policy language.

Was the flight 'significantly delayed'?
Resolution time:30 min
Cost:$0.85

Flight insurance pays if delay exceeds 3 hours. One feed shows 2:59, another shows 3:15. Which is authoritative?

Did the weather meet the drought trigger?
Resolution time:40 min
Cost:$1.10

Parametric drought insurance requires X days without rain. Multiple weather APIs disagree on the exact count.

Was hospital access denied as defined?
Resolution time:50 min
Cost:$1.30

Health insurance pays if covered services become unavailable. Did the circumstance match the policy definition?

In production

These projects prove the model works. Each one solves a different problem, but all of them rely on GenLayer for machine-speed adjudication.

Rally.fun logo
Performance-based marketing

Rally.fun

The first protocol built on GenLayer for outcome-based marketing campaigns. Brands pay for verifiable results, not impressions or clicks. GenLayer adjudicates whether campaigns met their goals.

200M+ impressions140k+ users
200M+ impressions processed
140k+ unique users
Campaign outcomes verified by consensus
Before GenLayer

Marketing budgets wasted on fake clicks, inflated metrics, months-long payment delays, endless disputes.

With GenLayer

Outcomes verified in 30 minutes. Payment immediate. Disputes resolved by consensus in under an hour.

Eliminates marketing fraud. Brands only pay for real outcomes. Creators get paid fairly without intermediaries.

Visit Rally.fun
Intelligent Oracle logo
Prediction markets & parametric insurance

Intelligent Oracle

A decentralized oracle network that brings real-world data on-chain in plain English. Instead of trusting a single data provider, GenLayer reaches consensus on what the data means.

MIT-licensedCross-chain
MIT-licensed open source
Cross-chain compatible
500+ data feeds deployed
Before GenLayer

Prediction markets require trusted oracles. Insurance claims need manual adjudication. Data feeds are centralized choke points.

With GenLayer

Anyone can create a market in plain English. Claims settle from live sources in minutes. Fully decentralized.

Any protocol can define outcomes in natural language. GenLayer resolves from live web evidence, with no more frozen API calls or single points of failure.

Visit Intelligent Oracle
Collective Memory logo
Agent marketplace

Collective Memory

A marketplace where autonomous agents collaborate and transact, with GenLayer as the settlement layer. Agents buy and sell services, data, and access, all adjudicated by the network.

Agent marketplaceMachine speed
Autonomous workflows
Sub-second agents
100% uptime SLA
Before GenLayer

Agents could not safely trade with each other. No way to verify service delivery. No way to resolve disputes before one party abandons the contract.

With GenLayer

Agents transact freely. Delivery verified instantly. Disputes resolved in minutes, not days.

Agents can trust each other without intermediaries. Contracts execute at machine speed. Disputes resolve before the next request arrives.

Visit Collective Memory
Internet Court logo
Agent-to-agent commerce

Internet Court

An open consortium defining the contract standard for agent commerce. Internet Court publishes the skill; GenLayer is the disputes layer. Any two agents can sign a contract and resolve disputes on GenLayer.

Open consortiumZero trust
Open-consortium standard
Agent-to-agent commerce enabled
Zero trust required
Before GenLayer

Agents locked into single platforms. No cross-org contracts. Disputes require human judgment or legal action.

With GenLayer

Open standard. Agents transact globally. Disputes resolved by consensus in the same time as the transaction.

A public infrastructure for machine-speed commerce. Agents from different organizations can transact without shared infrastructure or trust.

Visit Internet Court
Speed & cost

GenLayer doesn't just resolve disputes. It transforms the unit economics of trust.

Marketing campaign dispute

Today
Method
Manual review by platform
Time to resolution
45 days
Cost
$5,000+
Outcome quality
Subjective, fragile, often wrong
With GenLayer
Method
GenLayer consensus
Time to resolution
30 minutes
Cost
$0.90
Outcome quality
Objective, trustless, verifiable
98.3% faster, 5,500x cheaper

Insurance claim settlement

Today
Method
Insurance adjuster review
Time to resolution
14 days
Cost
$2,000+
Outcome quality
Adversarial, high fraud rates
With GenLayer
Method
GenLayer parametric settlement
Time to resolution
30 minutes
Cost
$0.85
Outcome quality
Automatic, verifiable, zero fraud
97.9% faster, 2,350x cheaper

Prediction market resolution

Today
Method
Oracle manipulation risk
Time to resolution
60-90 days
Cost
$10,000+
Outcome quality
Centralized, gameable
With GenLayer
Method
GenLayer consensus from web
Time to resolution
60 minutes
Cost
$1.45
Outcome quality
Decentralized, verifiable, tamper-proof
96.1% faster, 6,900x cheaper
Economics

The faster disputes resolve, the more transactions happen. The more transactions, the lower per-unit costs. Lower costs mean more usage.

Resolution speed: 45 days to 30 min

Capital freed up 72x faster. 10x more deals per quarter per agent pair.

Cost per dispute: $5,000 to $0.90

50x reduction in overhead per transaction. Breaks even on high-volume, low-value deals.

Trust model: centralized to decentralized

Cross-org transactions possible. Unlocks entirely new markets.

Volume multiplier: 1,000 disputes/month to 1M disputes/month

Platform economics flip. Incentive structure flips to favor fairness over dispute complexity.

REWARDPENALTY
Categories

Six domains where subjective judgment meets machine speed.

Performance-based contracts

Pay on measurable outcomes (marketing, bounties, grants) adjudicated when parties disagree on quality or completion.

Example:

Did the contractor deliver the work as described?

Intelligent Oracles

Bring real-world data on-chain from any web source, resolved by consensus instead of a single trusted provider.

Example:

What does the web say about the stock price right now?

Prediction markets

Markets described in plain English and settled from live evidence, even when sources conflict.

Example:

Will the company announce a new product this quarter?

Parametric insurance

Automated payouts on real-world triggers (flight delays, weather) judged against the policy's language.

Example:

Did the airport report a delay matching the policy terms?

Agentic commerce

Escrow, contracts and disputes for agent-to-agent deals, via the Internet Court open skill.

Example:

Did the agent complete the task as contracted?

Autonomous DAOs

Organizations that interpret proposals, weigh evidence and execute decisions without a human bottleneck.

Example:

Did this proposal meet the DAO charter's intent?

ABADJUDICATION
Next steps

Ready to build on GenLayer?

Start with the documentation, explore the portal, or join the discord to see what the community is building.