Settle Every Prediction Market Automatically — With Proof

The AI Market Resolver watches every live market, plans trusted sources for each question, gathers evidence, judges the outcome and settles back to your platform — fully automated, with an audit-ready record behind every decision. No manual settlement required.
In Simple Terms

In Simple Terms, What Does the AI Market Resolver Do?

Four simple steps, in order. No jargon needed.

1
A market comes due

Every market on your platform is registered for settlement automatically. The Resolver tracks each deadline and starts monitoring for the answer.

2
It gathers proof

It plans the right sources for the question — official pages, data providers, trusted publications — and collects evidence: URLs, snippets, timestamps.

3
It judges the outcome

A readiness check confirms the evidence is strong enough, then AI proposes the result — YES, NO, a winning option, or void when no defensible answer exists.

4
It settles & records

The result posts back to your platform and payouts run — with a complete audit trail of every check, source and decision stored for later.

THE PROBLEM WE SOLVE

Settlement Is Where Trust Is Won or Lost

Market creation gets users in; settlement keeps their trust. Every live market eventually asks the same operational question: what happened — and can the platform prove it? With hundreds or thousands of markets across sports, finance, politics and crypto, manual settlement becomes slow, undocumented and risky.

The AI Market Resolver delivers automated, evidence-led settlement with full audit trails. It eliminates manual resolution delays, prevents payout disputes, and ensures every outcome is backed by verified data.

Manual Settlement RiskManual Resolution

A team googling outcomes one market at a time leads to delayed payouts, undocumented reasoning, dispute friction, and linear editorial headcount growth.

Automated Evidence SettlementAI Autopilot

Autonomous monitoring across every live market with source-aware evidence gathering, instant audit receipts, and 24/7 automated payout triggers.

How It Works
The Settlement Lifecycle, End to End

Every market moves through the same controlled pipeline — from registration to final, recorded settlement.

1
Registration

Every market that needs settlement is registered automatically with its cutoff time, categories, and resolution rules.

2
Source Planning

The Resolver identifies official data feeds, primary news outlets, and regulatory sources specific to the question.

3
Evidence Collection

Crawlers extract verified timestamps, text snippets, and data points, assembling an audit receipt.

4
Verdict & Payout

AI evaluates the evidence, confirms readiness, executes the settlement, and archives the full audit log.

EVIDENCE-LED SETTLEMENT
Every Outcome Comes With Its Receipts

Automated settlement must never be a black box. Behind every result, the Resolver stores the full settlement journey — source URLs, timestamps, text snippets, and reasoning — so your team can explain any decision.

Admin Preview
Every Market Shape
Not Just YES or NO — Every Settlement Structure

Platforms grow from simple binaries into complex event structures. The Resolver settles them all — binary, multi-option, scalar, and void outcomes when data is inconclusive.

Binary YES / NO

Two-outcome markets settled against definitive primary sources with clear resolution thresholds.

Single-Winner Multi-Option

Elections, tournaments, and multi-candidate races resolved with clear winning selections.

Scalar & Range Markets

Numerical outcomes (stock prices, temperature, box office) matched against exact numeric bounds.

Void & Cancellation Protection

Safe handling of postponed, cancelled, or ambiguous events with automatic stake refund execution.

Engagement Models
Choose The Right Model For Your Business

Two ways to get the AI Market Resolver — pick the one that fits how you run your business.

Deployment Options
Managed Subscription

We run the resolver; you run the markets. Fastest path from live markets to automated, defensible settlement. Includes hosted monitoring, live control room dashboard, and source connector updates.

Full Source Code Ownership

Take full ownership of the codebase. Build, modify, and host it on your own infrastructure, with no ongoing dependency on us. Best when control, IP ownership, or custom security matters most.

Optional Add-Ons
Primary Source Integration

Direct API connectors into specialized sports data feeds, government registries, or enterprise databases.

Operational Control Room

Live dashboard for monitoring pending settlements, source health, dispute flags, and system cost metrics.

Audit Log Export & Archival

Compliance-ready export of evidence receipts and decision logs for regulatory and accounting reviews.

Schedule a live demonstration of the AI Market Resolver settling markets from your categories.

ECOSYSTEM
Part of a Complete Prediction Market Stack

The AI Market Resolver plugs into Vinfotech's full prediction market infrastructure — or stands alone with yours.

White-Label

Looking to launch faster? Explore our White-Label Prediction Market Platform.

White-Label
AMM

Learn how our Automated Market Maker powers liquidity and pricing.

AMM
Revenue Model

Discover how prediction markets generate sustainable revenue.

Revenue Model
AI Market Creator

Use AI to create markets faster, smarter, and with greater accuracy.

AI Market Creator

Explore how we've helped brands scale engagement, boost performance.

VIEW ALL SUCCESS STORIES
FAQ
Frequently Asked Questions

Common questions about automated prediction market resolution.

What is a prediction market resolution engine?
A resolution engine is settlement infrastructure. The AI Market Resolver registers every market that needs settlement, plans the right sources for the question, collects evidence, evaluates outcomes, and posts verified results back to your platform with full audit logs.
How does the Resolver prevent payout disputes?
By storing complete evidence receipts for every decision: source URLs, exact text snippets, timestamps, and AI reasoning. If a user questions an outcome, operators can share the exact audit trail proving why the market resolved as it did.
What sources does it use for evidence?
Official league APIs, government databases, SEC filings, financial data feeds, major news publications, and official event scorecards. Sources are ranked by trust and configured per market category.
What happens if an outcome is ambiguous or inconclusive?
If evidence is insufficient or conflicting, the readiness check fails. The Resolver either flags the market for human review or triggers a void/refund workflow based on your platform rules.
Does it support multi-outcome and scalar markets?
Yes. It resolves binary (YES/NO), single-winner multi-option, scalar/range outcomes, and conditional markets across sports, crypto, finance, and politics.
Can it integrate with an existing prediction market platform?
Yes. The AI Market Resolver connects via REST and Webhook APIs to any prediction market engine or backoffice software.
Is full source code available?
Yes. Offered both as a managed subscription and as a full source code license for operators who want total stack control and self-hosting.
How does it work with the AI Market Creator?
They form a complete loop: the AI Market Creator generates markets with clear, objective resolution criteria, and the AI Market Resolver settles them seamlessly with audit-ready proof.