Generate Thousands of Prediction Markets on Autopilot

AI PIPELINE ORCHESTRATORLIVE
OPERATOR BRIEF
SportsFinancePolitics
Upcoming fixtures, match winners, player milestones
AIENGINE
Discovering signals…
PUBLISHED MARKETS1,248 this month
Will Ferrari win the Hungarian Grand Prix?EN
YES 41¢NO 59¢Sports · closes Jul 26● PUBLISHED
Will NVIDIA beat Q2 revenue guidance?EN
YES 66¢NO 34¢Finance · closes Aug 27● PUBLISHED
Brief the engine once — category, language, a few instructions. The AI Market Creator researches live signals with AI and web crawlers, drafts timely and resolvable market questions, learns from your feedback, and publishes to your platform. No manual drafting required.
In Simple Terms

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

Four simple steps, in order. No jargon needed.

1
You brief it

Tell the engine what you want: category, language, operating mode and a few editorial instructions. That is the whole job.

2
It creates markets

AI and web crawlers discover live signals and draft timely, clearly-worded, resolvable market questions — cycle after cycle, 24/7.

3
You train it

Flag questions that are off-category or unclear. The engine updates its editorial memory so every future cycle gets smarter.

4
It publishes

Approved markets go live on your platform as tradeable market cards — fully automatically, or after a one-click review.

THE PROBLEM WE SOLVE

Your Platform Is Only as Good as Its Next Market

A prediction market grows when users keep finding fresh, relevant, well-framed markets to trade. But a publishable market must be timely, objective, clearly worded, deadline-bound and verifiable — across sports, finance, politics, crypto, tech and regional topics. Done manually, that becomes the content bottleneck: the platform needs more markets than any editorial team can create.

Manual content operations

A small editorial team drafting one market at a time, hours of research per question
Breaking news missed; categories and regions left uncovered
Wording quality depends on whoever wrote it — disputes at settlement
Cost grows linearly with every market, category and language

With AI Market Creator

Parallel engines covering every category and region — signal discovery to draft in minutes
Generation cycles run 24/7, reacting to live events as they develop
Consistent structure on every question: clear outcomes, deadlines, resolution sources
Thousands of markets per month at a fraction of manual cost
HOW IT WORKS
The Market Generation Lifecycle, End to End

Every market moves through the same controlled pipeline — from operator brief to live, tradeable market card.

1
Topic setup

You define the editorial boundary: engine name, language, operating mode, category, subcategory, event subject and market instructions.

2
Signal discovery

AI and web crawlers scan live sources for market-worthy opportunities inside your configured topic — fixtures, earnings, launches, announcements.

3
Question creation

Candidate markets are drafted with titles, outcome options, deadlines and resolution direction — structured to become tradeable contracts.

4
Quality checks

Vague, duplicate, unverifiable or low-value questions are filtered automatically before they ever reach your platform.

5
Review — if you want it

Candidates are grouped by engine and cycle. Inspect, edit, approve or ignore in one click — or skip review entirely and let it run.

6
Publish

Approved questions go live as user-facing market cards with options, probabilities, category placement and deadlines.

Full autopilot

DEFAULT

Discovery, drafting, quality checks and publishing run with no human touch. Ideal for high-volume categories on trained engines.

Review before publish

Every cycle's candidates land in a review queue first. Ideal for brand-new engines, sensitive topics or regulated categories.

Configuration

One Brief Is the Whole Setup

The AI Pipeline Orchestrator works like an editorial brief for each generation engine. Define the boundary once and the engine stays on-strategy — a sports engine tracks fixtures and milestones, a finance engine tracks earnings and macro releases, a regional engine writes in the local language.

Engine nameLanguageOperating modeCategorySubcategoryEvent subjectMarket instructions

Run as many engines in parallel as you need — each with its own brief, cadence and language.

FEEDBACK & TRAINING

Every Cycle Gets Smarter

The Creator is not a one-shot content tool — it is a system that learns your editorial standards. Watch what each cycle generates, flag what is off, and the next pass reflects it.

1

Flag it once. Mark questions as too broad, repetitive, unclear or off-category — right in the review queue.

2

Feedback is summarized into the engine's editorial memory — scope, tone, clarity and resolution expectations.

3

The next pass improves. Cycle over cycle, the generator converges on your platform's standards — until autopilot needs no supervision at all.

GO GLOBAL
Multilingual Markets, Same Pipeline

A prediction market question is not just a sentence — it is a title, options, deadlines and resolution rules. The Creator generates all of it natively in the target language, so entering a new geography means configuring an engine, not hiring a content team.

Englishहिन्दीPortuguêsEspañolFrançaisDeutschاردو中文Englishहिन्दीPortuguêsEspañolFrançaisDeutschاردو中文Englishहिन्दीPortuguêsEspañolFrançaisDeutschاردو中文Englishहिन्दीPortuguêsEspañolFrançaisDeutschاردو中文
+ ANY LANGUAGE
Scale & Cost
Content Operations That Scale Like Software

Market creation stops being a headcount problem. The cost per market falls as engines, categories and languages grow.

1
operator brief is all it takes to start an engine

1000s
of markets generated per month, cost-effectively

24/7
autonomous generation cycles across parallel engines

0
manual drafting hours required to keep it running

Commercial Model
Subscribe to It, or Own It Outright

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

Subscription

Managed Service

We run the engines; you run the markets. Fastest path from brief to live pipeline.

Hosted, monitored and continuously updated
Unlimited engines, categories and languages
Training layer, review workflow and reporting included
Publishes to Vinfotech platforms or yours via API
Talk to Sales
One-Time License

Full Source Code

For teams that want to own the stack. The complete system, delivered as source.

Complete source code — orchestrator, engines, training layer
Deploy in your own infrastructure, your own compliance perimeter
Customize pipelines, models and category logic freely
Onboarding and engineering handover from our team
Request License Detials

Already operating a prediction market on another stack? The Creator integrates with existing platforms too — reach out and we'll map it to your setup.

Next in the Stack

Markets That Create Themselves Still Need to Settle Themselves

Evidence gathered from verifiable sources
Review controls before settlement finalizes
Audit-ready records for every outcome

The Creator's sibling, the AI Market Resolver, settles every market with evidence-led, audit-ready records. Together they close the loop: markets that are born resolvable, and resolved without disputes.

ECOSYSTEM
Part of a Complete Prediction Market Stack

The AI Market Creator 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
Sports

Explore sports markets, leagues, and real-time event coverage.

Coming soon
Crypto

Trade on crypto events, trends, and market movements.

Coming soon
Market API

Integrate with real-time markets, data, and liquidity via our API.

Coming soon
AI Market Creator

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

AI Market Creator
AI Market Resolver

AI-powered resolution that's fast, transparent, and unbiased.

AI Market Resolver

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

VIEW ALL SUCCESS STORIES
Ready to Solve the Content Bottleneck?
See the AI Market Creator run a live cycle on your category — from operator brief to published markets — in a 30-minute demo.
FAQ
Frequently Asked Questions

Common questions about AI market generation for prediction markets.

What is an AI market generator for prediction markets?
An AI market generator is software that creates prediction market questions automatically, at scale. Vinfotech's AI Market Creator takes an operator brief — category, language, subject and instructions — then uses AI and web crawlers to discover live signals and draft timely, clearly-worded, resolvable markets, cycle after cycle.
Does it really require no human involvement?
Yes — autonomous is the default. Discovery, drafting, quality checks and publishing run with no human touch. Operators who want editorial control can switch on the review workflow and approve candidates before they go live; most teams use it early, then let trained engines run on autopilot.
How does the training layer improve the output?
You can inspect what each generation cycle produced and flag questions that are too broad, repetitive, unclear or off-category. That feedback is summarized into the engine's editorial memory, so the next pass — and every cycle after it — better matches your platform's scope, tone and resolution standards.
How many markets can it generate, and what does it cost?
Thousands of markets per month, with engines running in parallel across categories and languages. Because generation is software rather than headcount, cost per market is a fraction of a manual content operation — and it falls as you scale. Contact us for pricing on your volume.
Which categories and languages are supported?
Sports, finance, politics, crypto, technology, entertainment, culture and regional topics — configurable to your business model and compliance needs. Engines generate natively in any language: titles, options, deadlines and resolution rules included.
Can I use it with an existing prediction market platform?
Yes. The Creator is part of Vinfotech's prediction market stack, but it also integrates with platforms built on other technology. If you already run a prediction market and need automated market creation, reach out and we'll map the integration.
Is it available as source code?
Yes. Choose a managed subscription, or a complete source code license if you want to own, host and customize the entire system inside your own infrastructure.
How are AI-generated markets resolved?
Creation and settlement are designed together. The Creator drafts objective questions with clear deadlines and verifiable sources, which makes settlement clean; Vinfotech's AI Market Resolver then settles them with evidence-led, audit-ready records.
How do I get started?
Schedule a 30-minute demo. We'll configure a live engine around one of your categories and walk you through a full generation cycle — brief to published market.