Voundry 00:00:00 UTC
Voundry · Autonomous Venture Intelligence

An AI that predicts which ventures and markets will win, and proves it in public.

It makes dated, sealed predictions, shows you every result, win or lose, and can't risk a single real pound until it's proven. No hindsight. No hype. Just receipts.

Get one email as the first verdicts land, the earliest on 13 Sep 2026. Nothing else.
See the live scoreboard → Understand it in 60 seconds →
SINCE 2026REAL MONEY AT RISK £0EVERY RECORD HASH-CHAINED
Live · what it's doing right now
£1,000,000
Pretend fund it's simulating with · £0 real
£800,000 deployed · 20 ventures £200,000 reserve
First verdicts in
-days · 13 Sep 2026
sealed calls grade that day, the flagship on 6 Nov 2026
0
Predictions on the clock
0
Simulations run
40%
Avg simulated margin
Reading live from 11 lawful, public sources
UK Contracts FinderFind a TenderCompanies House CrossrefOpenAlexarXivGoogle Trends App StoresRedditXLinkedIn
01, In plain words

Picture a weather forecaster who seals tomorrow's forecast in an envelope. The next day you open it and see if they got it right. Voundry does that, but for business and markets.

Most people who claim to spot winners only say so after it happens. Voundry commits first, in writing, with a date, and then keeps score in public, wins and losses. That's the whole idea.

What it is
A prediction machine

An AI "venture foundry", software that hunts for promising business ideas and forecasts what's about to happen in different markets.

What it does
Reads, spots, predicts

It reads huge amounts of public information, notices patterns humans would miss, and writes down clear predictions it cannot secretly change later.

Why it's different
It keeps score

Every prediction has a date and a public result. You get to watch it be right, or wrong, instead of taking anyone's word for it.

02, What you actually get

Free to watch. Impossible to fake.

You get
Predictions you can check

Clear, dated calls about markets and business ideas, each one written down before the outcome is known.

You get
The reasons behind them

Not just a guess, the public evidence Voundry used to make each call, so you can judge it for yourself.

You get
An honest scoreboard

A live tally of how often it's right, that grows over time. It shows the misses too, that's what makes the wins mean something.

The value is simple: honesty you can verify. In a world full of confident people who are never checked, Voundry is a system that checks itself in public and can't quietly move the goalposts.

Most predictions can't be checked. Someone says "I knew it" long after the fact. Voundry's can, every one has a date.

02¼, Why it's different

Everyone claims. Voundry proves.

The usual way
Claims genius after it happens
Quietly buries its failures
Predictions no one can check
"Trust me", take their word
Asks for your money first
The Voundry way
Commits to a dated prediction first
Publishes the graveyard, every kill
Scored by scientific rules, in public
Check the record, it's tamper-proof
Risks £0 until it's proven
02½, The world map

Where Voundry sees opportunity emerging.

Every glowing point is a place where Voundry is tracking a potential venture, its assessment of where an opportunity is forming right now. Bigger glow = more ventures being watched there.

- REGIONS · LIVE
Global venture radar · Voundry assessment

Tap any glowing point, or a region below, to see the ventures Voundry is tracking there.

03, The scoreboard

The numbers, in plain English.

This is Voundry keeping score on itself. Here's exactly what each number means.

SNAPSHOT · 14 AUG 2026 · UPDATES AS IT RUNS
On the clock
231
Predictions waiting for their result day
Calls it has made that haven't reached their check-date yet.
Graded so far
0
Predictions that have been scored
Zero, on purpose. Nothing gets graded before its date. The first verdicts land 13 Sep 2026.
Score
-
How often it's been right
Blank for now. You can't have a batting average before your first at-bat.
Real money at risk
£0
What it has actually spent or risked
Nothing. It plays with pretend money until it earns the right to real money.
How to read it

Right now the honest headline is: 231 predictions are in flight, none are graded yet, and no real money is involved. The scoreboard is empty of results by design, the interesting part begins on the first result day, when scores start landing in public and the "Score" box fills in for real.

03½, The live lab

You don't have to wait until November.

Voundry runs around the clock, reading the world, simulating ventures, sealing predictions. Something moves here every single day. Come back and watch the lines climb.

LIVE · UPDATED DAILY
Signals read (cumulative)Predictions sealed (cumulative)Simulations run / day
- signals read in 14 days
Pretend money · simulation only · £0 real

Voundry runs its ventures with £1,000,000 in pretend money.

It's paper-trading a whole portfolio of businesses, allocating simulated capital, running them through brutal scenarios, and booking the (make-believe) results. You get to watch it operate a fund without a penny of anyone's real money on the line.

Pretend capital deployed · last 14 days£800k
£1,000,000
Pretend capital
20
Ventures in play
11,296
Simulations run
40%
Avg simulated margin
£8.1M
Pretend capital steered away from weak ventures, cumulative, since inception
£317k
Simulated annual profit of the deployed book, illustrative, not a forecast of real returns
04, How it works

How Voundry thinks, step by step.

Watch a piece of information travel through the machine. The gold step is where it forces itself to wait.

Voundry · live
6 steps · it never skips ahead
01
Reads
It reads public information all day, government contracts, research papers, search trends, app stores and more.
11 SOURCES
02
Connects
When lots of separate clues point at the same thing, it groups them into a pattern worth paying attention to.
PATTERNS FOUND
03
Predicts
It writes a clear prediction with a date, then locks it, so it can never be quietly reworded later.
DATED & LOCKED
04
Waits
It is not allowed to grade itself early, not even when things look good. It has to wait for the real date.
NO PEEKING
05
Reveals
On the date, the result goes public: right or wrong, recorded forever where no one can change it.
IN PUBLIC
06
Learns
It uses every result, hits and misses, to make its next round of predictions sharper.
GETS SMARTER
05, Every word, explained

No jargon. Here's what everything means.

PredictionA clear call about what will happen, with a date when we'll know if it was right.
On the clockPredictions that are made but haven't reached their result day yet.
Graded / ResultWhen a prediction hits its date and is marked a hit or a miss, in public.
SignalsIndividual pieces of public information Voundry reads, a contract, a paper, a trend.
Evidence patternsMany signals grouped together because they point at the same thing.
SourcesThe 11 public, legal places it reads from. Nothing hidden or scraped in the dark.
LogbookA running record of everything it did that can't be secretly edited after the fact.
Practice modeIt's rehearsing with no real money. It must earn its way to real money with results.
06, Where it reads from

Eleven public sources. Everything above board.

All legal, all public. These are the places Voundry gathers its clues.

UK Contracts FinderGovernment deals
UK Find a TenderGovernment deals
Companies HouseCompany records
CrossrefResearch papers
OpenAlexResearch papers
arXivNew science
Google TrendsWhat people search
App StoresWhat people download
RedditWhat people say
XWhat's trending
LinkedInWho's hiring
Every source, tracedNothing hidden
07, Why you can trust it

Rules you can check, not promises you have to believe.

Locked wallet
It can't spend a penny

Voundry has no ability to spend, move, or risk real money. £0 is on the line, built into the software, not just promised.

Always dated
No moving the goalposts

Every prediction has its result date set in advance. It can't be reworded, and wins can't be invented after the fact.

Tamper-proof
The record can't be edited

Everything it does goes into a logbook that can't be secretly rewritten. What's recorded, stays recorded.

No peeking
It can't grade itself early

A prediction stays "waiting" until its real date arrives, even if the answer already looks obvious.

Shows its work
Evidence for every call

Each prediction comes with the public information behind it, so you can judge the reasoning, not just the result.

Honest by default
Losses shown too

Misses are published right next to the hits. Nothing is hidden, that's what makes the whole scoreboard believable.

07½, How good is it, really?

We grade ourselves the way scientists grade forecasters.

Being right sometimes is easy. The real test: when Voundry says it's 70% sure, does that actually happen 70% of the time? That's called calibration, and it's how the world's best forecasters are judged. Most "AI that predicts" is never scored this way. Voundry is.

Calibration score
-
Brier score, lower is better, 0 is perfect. Measures how honest its confidence is.
Skill vs. a coin-flip
-
Does it beat the naive baseline? Above 0 means genuine skill, not luck.
Predictions graded
0
Scoring begins once enough predictions resolve on their real dates.
First score lands
-
No score is shown before it's earned. The reliability curve fills in from here.
THE RELIABILITY CURVEAWAITING FIRST VERDICTS
The dotted diagonal is perfect calibration. When Voundry's dots sit on the line, its confidence can be trusted. This chart fills in as predictions resolve, starting on the first verdict date.
07⅔, The backtest

A real skill score, before a single live call resolves.

Waiting until November to know whether Voundry has skill isn't good enough. So it also grades its method out of sample, on history it never saw at decision time: at each past cutoff it forecasts the next window using only the data available then, and is scored against what actually happened. Strict as-of. No hindsight. No fitting on the answer.

Brier · out-of-sample
-
Lower is better, 0 is perfect. Measured on windows Voundry never trained on.
Skill vs. climatology
-
Beats the always-predict-the-base-rate null model? Above 0 is genuine skill.
Windows scored
-
Independent, non-overlapping out-of-sample windows.
Method
Walk-forward
Pre-registered Poisson-momentum forecast. Fully transparent, no leakage.
Accumulating out-of-sample windows…
Benchmarked against transparent reference strategies (climatology and a coin-flip), and next against a public prediction market on matched questions. Skill only counts if it beats them.
The seal ledger, verify it yourself

Don't trust us. Check the math.

Every prediction is sealed with a SHA-256 hash of its exact committed wording and dates, then chained to the one before it, change any past prediction and every hash after it breaks. Below, your own browser re-computes each seal from the published fields and confirms it. No server is trusted in the check.

Seal ledger · SHA-256 · chain-linkedCHECKING…
CHAIN HEAD  -
seal = sha256( fields joined by “|” )  ·  chain = sha256( previous chain + seal )
07¾, The graveyard

We publish what we kill. No one else does.

Every venture is stress-tested against 8 brutal scenarios, downturns, price wars, cyber-incidents, losing your biggest customer. Most don't survive, and Voundry kills them before a single penny is committed. Here's the graveyard, and in time, whether each kill was the right call. This is the opposite of how venture capital works, where failures are quietly buried.

-
Ventures killed
-
Capital it avoided risking
-
Kill accuracy (once graded)

Every kill above carries a review date. When it arrives, Voundry checks whether the buried venture would really have failed, and grades itself on whether the kill was right. Verdicts are never shown early.

07⅞, Coverage & blind spots

We tell you what we can't see yet.

A predictor is only as trustworthy as its map of its own ignorance. Voundry tracks the kinds of evidence and the industries it watches, and openly marks the ones it isn't reading yet. A blind spot only closes when a real source starts feeding it. It is never dressed up to look covered.

Live coverage2 of 8 evidence types wired · 2 of 9 target industries seen

Reading now

Evidence Voundry actually holds today
Evidence types
Industries with evidence

Blind spots, not wired yet

Published on purpose · close as sources are added
Evidence types
Industries not yet seen

Why show this at all? Because a system that only advertises its strengths can't be trusted on its predictions. These blind spots are the honest edge of what Voundry sees today, and watching them close over time is itself a proof of progress.

08, Its unfair advantage

Why this is genuinely hard to copy.

Voundry's edge isn't a secret formula. It's something a competitor can't buy or fake.

Proof over time
A track record that stacks up

Every single day it runs, Voundry adds another dated, public result. That history grows on its own and points only one way, forward.

Can't be faked
You can't backdate honesty

Because every call is time-stamped and locked, nobody can pretend they predicted something early. A rival starting tomorrow starts from zero.

Compounds
The lead widens

The longer it runs, the bigger its honest history, and the harder it becomes to catch up. Time itself is the moat.

09, The capital-unlock ladder

A gated path from £0 to real capital.

Each stage has to be earned with measured results, not hype. Every gate below is enforced by AOS-1: the stage literally cannot advance until the numbers clear it, and no human can wave it through without the record.

● Stage S4 · Now · Happening today
Prove it

Make public, dated predictions and build an honest track record, with zero real money on the line. This is where Voundry is right now.

Gate to unlock S5 ≥ 50 predictions graded on their real dates, skill score sustained above +0.05 vs the naive baseline, Brier below 0.20, and explicit owner authorization. ◆ Enforced by AOS-1
You are here
○ Stage S5, S6 · When the record is strong
Earn it

Once the scoreboard clears the gate, carefully unlock small, ring-fenced real capital, still under tight human control, still fully recorded.

Gate to unlock S6, then S7 The S5 track record holds over ≥ 3 months of live capital, realized calibration stays in tolerance, and drawdown stays inside pre-set limits before any scale-up. ◆ Enforced by AOS-1
Only when evidence says so
○ Stage S7 · The bigger goal
Build it

Use everything it has learned to help create and back real ventures, new businesses, with the same proof-first discipline it started with.

Sustained mandate A durable, audited record across many cycles, reviewed by AOS-1 governance and the owner, unlocks venture co-creation. The bar never drops. ◆ Enforced by AOS-1
The long game
Real money at risk: £0 Predictions graded: 0 (yet) Everything recorded: Can't be edited Right now: Practice mode This is not investment advice
10, Straight answers

The questions you're probably asking.

Is this real money?
No. £0 is at risk. Voundry runs in practice mode with pretend money. It cannot spend, move, or risk a real penny, that's built into the software, not just promised.
Can I invest in it?
No. Voundry is not asking anyone for money and is not an investment. It's a public experiment you can watch for free. Nothing here is a solicitation or financial advice.
What happens on 13 September 2026?
The first sealed predictions reach their result day. Voundry checks each against reality and posts the outcome, right or wrong, in public. From then on the scoreboard fills with graded results, with the flagship UK-Defence call resolving on 6 November.
How do I know it's not a scam?
Everything is dated, sealed, and tamper-proof, including the failures, which it publishes next to the wins. Nothing is sold, no money is asked for, and every record is hash-chained so it can't be quietly rewritten.
How is this different from ChatGPT making predictions?
Anything can generate a confident guess. Voundry commits, it writes the prediction down, dates it, locks it, waits for the real result, and scores itself by the rules used to grade elite forecasters. Then it publishes the score, hits and misses.
Who can see all this?
Everyone. The scoreboard, the predictions, the graveyard, and the calibration are all public. That's the entire point, the proof only counts if anyone can check it.
Built & governed

Voundry does not run alone.

It is one venture inside the mAIb stack: built by a studio whose whole thesis is proof over promises, and governed by an operating system that enforces every rule and writes every action to the record. Not an anonymous account, a system with a builder and a rulebook you can see.

The Builder

Built by mAIb Tech

mAIb Tech is the venture studio that designs and operates Voundry. It builds autonomous systems that earn trust in public, on the record, exactly the way Voundry does: dated, sealed, and scored where anyone can check.

mAIb Tech on LinkedIn →
The Governance

Runs on AOS-1

Every autonomous action Voundry takes is governed by AOS-1, the Agentic Operating System. AOS-1 enforces the invariants, keeps capital locked and stages gated, authorises each decision through a governance chain, and writes it to a tamper-evident audit trail. Voundry cannot step outside the rules AOS-1 sets.

Explore AOS-1 →

The story gets real on 13 September 2026, the day the first predictions are graded, in public.

Between now and then, the scoreboard fills up in the open. Follow along and watch an AI either earn its confidence or admit it was wrong. Either way, you'll see it happen live.

follow mAIb on LinkedIn → watch the live scoreboard → soon the Voundry Log