Independent AI product studio · Much more in the pipeline
We build AIproducts thatrefuse to makethings up.
Golf operations, market research, food heritage — three unrelated worlds,
one discipline. Every number on the screen is a real
number, and where the evidence is thin, the app says
so.
Three products in build, each for a different market, and each defined by the
thing it refuses to do. None has opened to the public yet — that is deliberate,
and what is below is what they already do.
Golf operations · Coming soon
TourneyHQ
From Registration to Recognition.
All-in-one golf tournament and league management — from the draw to the
payout. Organisers set up on a desktop; players carry the app onto the course.
Scoring runs on a tested engine kept separate from the screens, so a
leaderboard and a bracket can never disagree about the same
cut.
Plan it · Pair it · Play it · Crown it
Flight 1 · Round 3Sample
Pair
Thru
Net
Pts
Rourke / Vasil
18
−4
7.5
Okafor / Lund
18
−1
6.0
Haines / Cho
16
+2
4.5
Bianchi / Reyes
16
+3
4.0
Novak / Adeyemi
—
—
3.5
Illustration. A dash means no card has been returned — not a zero.
Runs on
Web and phone. One codebase, gated by role.
Money
Recorded, never moved. Clubs leave the cash with the shop; societies can run a float or a split.
Won't do
Call a handicap it worked out from returned cards a WHS Index. Store a forfeit that counts for nothing.
Market research · Coming soon
Ajent Signals
Buy the dip. Short the rip. Judge it by the real record.
Fades overstretched markets across indices, crypto and commodities — an exact
entry, stop and target, exiting as price snaps back to the mean. Every signal
paper-trades itself to a virtual account, win or lose, so the record is
real.
Trend-following was built, tested and thrown away at a 30% win rate. Markets
that lost money are named and excluded. With no feed, the app says
no trade rather than inventing a confident one.
Signal cardStructure
ES · 15mLong
RSI(2) 8.4
Stop 2 × ATR
Exit RSI 50
HSI · 15mNo trade
No live feed. The app shows nothing rather than a guess.
Shape of the card, not a live quote. Paper trading and research only — not financial advice.
Runs on
Phone and web. Free, no card, entirely virtual money.
Covers
ES · NQ · RTY · YM · SX5E · DAX · TSX · N225 · XJO · HSI · BTC · ETH · SI · CL
Won't do
Fabricate a win rate, a P&L or a testimonial. Ship an overfit tweak because it backtests well.
Public good · Coming soon
WikiFoodia
The community decides what's authentic.
A free atlas of the world's dishes, built from open and citable sources and
readable in a dozen languages.
Its job is to hold traditions still long enough to be recognised, in a world
that rewrites recipes for engagement.
So a dish's name, its traditional ingredients and its equipment are
never translated — a gloss sits beside the original word.
Modern substitutes get their own labelled box. Fusion dishes carry no
authenticity score at all.
Record · reading in Frenchfr
Mole negro oaxaqueño
Nom conservé · Oaxaca, Mexique
Chilhuacle negropiment séché d'Oaxaca
Hoja de aguacatefeuille d'avocatier, grillée
Metatepierre à moudre
Substitution moderne
Un mixeur remplace souvent le metate. Noté ici — jamais dans la liste
authentique.
Illustration. The reader's language gets a gloss, not a replacement.
Runs on
Phone-first web. The same build serves web and the stores.
Costs
Free to read, near-free to run. Donations would go to an Open Collective, which publishes its ledger.
Won't do
Rank a cook's video by view count. Substitute an ingredient to suit a filter.
Standing rules
What every app refuses.
One constraint each, written into the data layer rather than the interface — so
it holds whoever opens the screen next.
No fabricated numbers.
Every figure shown is a real backtest result or the live paper record. Nothing
else is displayed.
Ajent Signals
Popularity is not authority.
How often a dish is viewed and how close it sits to its tradition are separate
fields, and never mix.
WikiFoodia
Record it, never move it.
The app settles who won and what they are owed. The shop still takes the money
and pays it out.
TourneyHQ
The pipeline
What comes next.
What is being finished before each product opens up, stated the way the apps
state everything else. No roadmap theatre, and no dates the studio cannot keep.
Building
Shared costs for a golf society
Trip expenses, sweeps and payouts settled on a phone at the bar.
TourneyHQ
Building
Community contributions, opening carefully
Readers proposing and confirming records, one confirmation per person. Read-only until the identity check is provably sound.
WikiFoodia
Testing
A forward-tested record, not a backtest
The faster book runs live on paper until the real record stands on its own. Whatever it says is what gets published.
Ajent Signals
Next
More apps, in new markets
Several are in design. Nothing is announced here until it is real — but the studio is only getting started.
AjAi Labs
The studio
How we actually work.
Four rules, each written down after something went wrong or nearly did. Each has
cost a feature at least once.
01
One rule, read in one place.
Almost every serious defect has been a second implementation quietly disagreeing with the first. So a rule gets one home, and everything asks it.
02
Look at the screen.
Tests protect the engine. Only opening the app on a phone protects the person using it — that is where every real problem has been found.
03
Say when the evidence is thin.
A short sample is labelled provisional. An empty screen names what is missing. Confidence is a claim like any other, and needs the same backing.
04
AI where it earns its place.
Drafting a write-up, reading a scorecard photo, translating the page somebody actually opened. Never a model's guess wearing the clothes of a fact.
Get in touch
Bring a hard, small problem.
The studio builds AI-native products end to end — design, engine, app,
deployment. It works best where getting the answer right actually matters.
Ajent Signals is research and paper-trading software. Nothing on this site or in
that app is financial advice, and past results do not predict future results.