Automated governance · Verifiable rules · Status: Active

Prediction markets with automated governance

FUTURAI uses AI agents, public rules, and smart contracts to create, monitor, and resolve prediction markets with verifiable transparency.

Public rulesGovernance basis
On-chainSettlement
Defined sourcesResolution criteria
OperationalEnvironment status
// How it works

Understand the flow before opening a position

The experience is designed to feel simple for new users and still remain verifiable for people who want to inspect the details.

01

Choose a market

Each market shows the question, deadline, and resolution rules before any interaction.

02

Open a YES or NO position

You choose a position based on your reading of the event and the available probabilities.

03

Track the probability

Probabilities move as new positions enter and the market mechanism recalculates prices.

04

Resolution by public rules

The outcome follows predefined criteria, disclosed sources, and on-chain settlement when applicable.

// Governance layer

Automation to apply rules consistently

On FUTURAI, AI does not replace public rules: it helps apply defined criteria, monitor events, and prepare resolutions with operational consistency.

Smart contracts execute settlement. Users can verify sources, rules, and process status.

The focus is verifiable transparency, not absolute authority.

FUTURAI GOVERNANCE CONSOLERules · Monitoring · Resolution
governance_status
Public rules loaded
Resolution criteria registered
Source checklist available
Smart contract execution enabled
market_review --mode=verification
Markets are monitored against public criteria.
Resolution follows documented sources.
Users can inspect status, rules and references.
> _
// System architecture

AI-assisted governance, on-chain settlement and transparent criteria

The architecture combines automated monitoring, rules-based validation, and smart contract execution while keeping the criteria for each step visible.

Layer 01 · Inputs

Public sources & data

News, indicators, oracles, and documented references.

Layer 02 · Monitoring

Monitoring layer

Collects signals, organizes context, and identifies relevant events → produces market proposals.

Layer 03 · Governance

Governance agents

Apply public rules, risk filters, and publication criteria.

Layer 04 · FUTURAI smart contract layer

Verifiable execution, escrow, and settlement

FuturaiVault.sol
On-chain escrow and settlement — funds stay on-chain; FUTURAI does not custody user assets
PredictionMarket.sol
Probability and YES/NO positions
LiquidityPool.sol
Liquidity support
P2PEscrow.sol
Participant settlement
Layer 05 · Resolution

Resolution layer

Checks sources, applies criteria, and executes resolution.

// Automation and controls

Specialized agents. Public rules as reference.

Each agent handles a specific stage in the flow and operates within boundaries defined by rules, criteria, and risk checks.

Agent_01

Discovery agent

Monitors events and suggests new markets.

InEvent monitored
ProcRelevance — novelty, timing, question clarity
OutStructured proposal
Agent_02

Governance agent

Checks publication rules and resolution criteria.

InProposal received
ProcRules checklist — compliance, clarity, sources, resolvability
OutApproves or sends back
Agent_03

Market engine

Updates probabilities as positions come in.

InYES/NO positions
ProcRecalculate probability — LMSR model and available liquidity
OutPrice & probability updated
Agent_04

Resolution agent

Consolidates sources and applies the public rule.

InDeadline reached
ProcSources checked — oracles, references, event consistency
OutOn-chain settlement
Agent_05

Risk agent

Monitors operating limits and market protections.

InContinuous monitoring
ProcLimits & alerts — exposure, liquidity, safety pauses
OutAutomatic actions by rule
Agent_06

Compliance agent

Applies availability and access restrictions.

InEnvironment check
ProcAccess rules — product status, geo criteria, policies
OutFlow enabled when eligible
// Governance principles

Automation with verifiable criteria and less ambiguity

The governance model is designed to prioritize operational predictability, clear documentation, and consistent execution.

Principle_01

Documented resolution rules

Each market should state the question, the deadline, and the sources used for resolution.

Principle_02

AI-assisted automation

AI helps monitor markets, apply filters, and prepare resolution steps based on public rules.

Principle_03

Settlement via smart contracts

When applicable, settlement runs through verifiable contracts, reducing reliance on manual processes.

Principle_04

Visible sources and criteria

The page makes clear which references and policies guide the system, instead of suggesting opaque authority.

Principle_05

Risk controls

Operating limits, pauses, and filters are treated as a core part of the experience, not a hidden detail.

Principle_06

Audit and documentation

When audits or formal pages are not yet ready, the status is shown plainly without unverified claims.

// Trust and documentation

What you can verify today

The blocks below summarize what is already described on the page and what is still being prepared.

Trust_01

Resolution rules

Question, deadline, and public criteria guide each market resolution.

Available on page
Trust_02

Sources used

Markets should disclose the references and sources used during resolution.

Available per market
Trust_03

Smart contracts

The on-chain layer executes non-custodial escrow, settlement, and market logic when applicable; funds stay on-chain and FUTURAI does not custody them.

Available on-chain
Trust_04

Audit

We do not claim external audits without matching public material.

Coming soon
Trust_05

Risk policy

Exposure controls, pauses, and filters are part of the operating governance model.

Available on this page
Trust_06

Terms and compliance

Product availability and legal criteria should be presented clearly.

Current status: Active
// Technology stack

Technical layers in view

ModuleTechnologyFunctionHuman roleStatus
Event monitoringNLP · semantic clustering · source ingestionIdentify events and prepare market proposalsProduct oversightActive
Governance agentsRules engine · applied AI · queuesApply public publication and resolution criteriaPublic rulesActive
PredictionMarket.solSmart contracts · LMSRHandle YES/NO positions and update probabilitiesNoneActive
Resolution layerOracles · source validation · on-chain executionClose markets using verifiable criteriaDocument reviewActive
// Operating flow

From monitoring to resolution

The operating flow connects monitoring, market creation, probability updates, and resolution under public criteria.

EventRelevant eventPublic sources & monitored signals
PublishedMarket publishedQuestion, deadline & rules visible
PositionsParticipants open positionsYES or NO based on their view
PricingProbabilities adjustMechanism recalculates prices
ResolutionPublic sourcesCriteria applied · on-chain settlement
Transparency, documentation & environment status in view

Explore markets, understand the governance and view the rules

FUTURAI aims to combine prediction markets, automation, and verifiable rules in a clearer experience for new participants.