DocumentModel card
ModelOionos 1
Revision1.0
StatusBeta model
Oionos 1
Our first adaptive AI model. In beta.
A council of specialists that reads the market, scores every position, and routes only what clears your limits — inside your own brokerage account.
Five specialists. One table.
Trend, Reversion, Volatility, Regime and Hedge each read the same tape through a different lens. None of them trades alone.
Trend · Reversion · Volatility · Regime · Hedge
One conviction score.
Every voice is heard and weighed against its record. What routes is the council's conviction — never a single vote.
0.00conviction · high
Four gates before your broker.
Your limits are checked on every order, before a dollar moves. The gate doesn't negotiate.
Built for the moments you'd miss.
Asleep, in a meeting, or tempted. One day on a paper account — illustrative, not advice.
Honest about where it's weak.
Regime breaks. Correlated errors. Thin books. And when the feed goes dark, the council pauses rather than guesses.
Your account. Your limits. Your call.
Oionos 1 is in beta, offered to early-access accounts, paper first. The full model card follows.
Scroll to continueBeta statusOionos 1 is in beta development. It is offered to early-access accounts while the council, its coverage and this card are still being refined. Point releases will change behaviour; paper-first execution and the risk gate are the beta's guardrails. Expect rough edges, and tell us about them.
At a glance.
The facts of the model, on one grid.
ModelOionos 1Augurya's first adaptive AI model: a council of specialists that learns from every outcome.
TypeEnsemble of independent strategy specialistsCombined into one conviction score per position.
Specialists5Oionos Trend · Reversion · Volatility · Regime · Hedge
Asset classes3Equities, crypto, commodities. Options are out of scope for version 1.
Hours24/7Crypto around the clock; equities and commodities in their market hours, with the calendar in view between them.
ExecutionPaper by defaultLive only when you switch it on — and you can switch it back.
BrokersYour existing accountAt a supported broker — Alpaca to start, with more brokers in testing. Augurya never holds funds.
OutputSignals, orders, audit trailSignal cards with reasoning; routed orders that cleared the gate; a fill-by-fill record.
Intended use.
Built to augment a decision, not to replace one.
Oionos 1 is for self-directed traders who want systematic, round-the-clock signal generation and governed execution inside an account they already own — with the human still holding the wheel.
Designed for
- Scoring every position across equities, crypto and commodities, continuously
- Surfacing signals as cards you can inspect, accept or pass
- Routing accepted signals through your risk limits to your broker, in paper or live mode
- Explaining every conviction score and every fill after the fact
Not designed for
- Managing your portfolio for you, or giving personalised financial advice
- Guaranteeing returns, or trading with money you cannot afford to lose
- Holding your funds — Oionos acts through your broker and never custodies assets
- High-frequency or latency-sensitive strategies
- Options, tax, legal or accounting decisions
Oionos reads the tape,
weighs every position, and
learns from every outcome.
Explained simply: what Oionos does at each step, without the proprietary details of how. No single model trades. No model trades unchecked.
It reads.Every cycle, the council takes in what a seasoned desk would: prices and volume across the three asset classes, the mood of the regime, and what is on the calendar.
It weighs.Five independent specialists — each with a different read of the same tape — score every position. None of them trades alone.
It decides.The council hears every voice, weighs each against its record, and settles on one conviction score per position. Only high conviction gets anywhere near your broker.
It learns.Every outcome, win or loss, feeds back into how much each voice counts. A specialist that has been right lately is heard more; one that has not, less.
It earns its seat.A specialist is admitted on years of history across rising, falling and sideways markets before it ever sees a live order — and it starts in paper even then.
It shows its work.Every conviction score arrives with the drivers behind it, on the same signal card you accept or pass. A verdict without the reasoning is just a rumor.
The council.
Five specialists. One vote that counts.
Each reads the same tape through a different lens. What routes is the council's conviction — never any single voice. Specialist names are stable across versions; a new capability joins as Oionos plus a plain category name.
OionosTrendRides what is already moving. Watches whether a move has legs across timeframes, and speaks up while it still does.Starter · Pro
OionosReversionFades what is stretched. Watches how far price has wandered from home, and speaks up when the rubber band is taut.Pro
OionosVolatilityTrades the weather, not the direction. Watches how violently prices move, and speaks up when calm is turning into storm — or back.Pro
OionosRegimeKnows which market you are in. Reads breadth, rates and risk appetite to call risk-on or risk-off — the context every other specialist reads through.Pro
OionosHedgeHolds the umbrella. Watches the whole book's exposure and leans against it before a limit is ever threatened.Pro
Who speaks when
Every specialist scores every position, every cycle. The market decides who has the most to say — which is why no single voice ever routes an order on its own.
Market weatherTrendReversionVolatilityRegimeHedge
A move with legs
Price far from home
Calm turning to storm
The regime turns
The book gets heavy
The feed goes dark
leadsweighs inlistenssilent — the council pauses until data is trustworthy again
Not publishedThe council's composition, the weighting between specialists, and the routing thresholds. The card describes what Oionos does; the recipe stays with Augurya.
Built for the moments
you would have missed, chased, or regretted.
Four moments from one day on a paper account — illustrative, not advice — showing what the council does while you are asleep, in a meeting, or tempted.
03:07 · while you sleepBitcoin breaks out overnight.You are asleep. Oionos Trend is not. The council clears it, the gate checks it, and by breakfast there is a paper fill on your curve with the reasoning attached.
14:00 · in a meetingThe Fed speaks. The regime turns.Oionos Regime calls risk-off. Every other specialist reads the tape through that call; Hedge leans against the book before any limit is threatened — while you are still in the room.
10:41 · temptedThe one you would have chased.A stock is up 18% on a tip. Oionos Reversion says stretched; the council's conviction stays low; nothing routes. Not trading is a decision too — this one is on the record.
15:58 · a bad TuesdayA loss limit is hit.The daily loss limit you set on a calm afternoon is a different animal at 3:58 p.m. — and it holds. The fleet pauses itself, tells you why, and waits for you to decide. Not the other way round.
What it reads — and what it does not.
Oionos reads market data and the positions and limits in your connected brokerage account. Nothing else.
Market dataThe tape, in fullPrices and volume across equities, crypto and commodities; market breadth; rates; flows; the regime state; the economic calendar.
Your accountPositions and limitsCurrent positions and the risk limits you set, so every order can be checked against them before it fires.
Not readAnything outside those twoNot your email, browsing, contacts or social media. No headlines either: news reaches Oionos the way it reaches the tape, through price and volume.
Evaluation.
Every specialist is tested before it earns a seat, and watched after.
Before admissionHistorical replayEach strategy is replayed over years of history spanning rising, falling and sideways regimes, with realistic costs and fills.
On your accountPaper firstEvery account starts in paper on live market data, so the council proves itself on your account before it can touch a dollar of it.
In productionContinuous monitoringEach specialist's live record is tracked and shapes how loudly it is heard; one that has been wrong lately is heard less.
After the factAuditabilityEvery fill sits on your equity curve with the signal and reasoning that produced it — audit the fleet the way a desk audits a trader.
Not claimedNo return, win rate or Sharpe figure is published here. Historical replay does not predict future results, and your results are your broker's numbers, not ours.
Limitations and known failure modes.
Where the model is weak, stated plainly. The risk gate exists for exactly these moments; the council alone does not.
Regime breaksHistory stops rhymingA council calibrated on history is slowest exactly when the market changes character — structural breaks, policy shocks, halts.
Correlated errorsWrong togetherIndependent specialists reduce, but do not eliminate, the chance that several are wrong at once. High conviction is not certainty.
Liquidity and gapsWorse fills than the signal assumedThin books, wide spreads and overnight gaps hurt most in smaller crypto pairs and off-hours sessions.
Data outagesPauses rather than guessesIf a feed or a broker connection degrades, the council generates no signals until data is trustworthy again.
SpeedSeconds, not microsecondsOionos is not built to compete with latency-based strategies and does not try to.
Unscheduled newsHeard late, through the tapeCalendar awareness covers scheduled events. A surprise headline reaches the council only once price and volume react — later than a human reading the wire.
Safety and governance.
Four gates on the way to your broker.
Oionos can raise a signal. It cannot bypass the gate you set.
Signalthe council fires
Scoreone conviction number
Risk gateyour limits checked
Brokerorder placed
Limits, not hopesMax single trade, max total exposure, daily and weekly loss limits — four numbers you set once. A breach pauses the fleet; it does not negotiate.
Paper by defaultEvery account starts in paper. Live is an explicit switch, and it can be switched back.
Emergency StopOne stop, confirmed once, pauses every connected account at once.
ExplainabilityEvery conviction score and every fill carries its reasoning — what fired, why it cleared, what it did to your exposure.
Your hands on the wheelExecution is a switch you own: Disabled, Paper or Live. Signals arrive as cards you can inspect, accept or pass, and the council never trades outside the limits you set.
Data and privacy.
Broker keysYours, revocableConnections use API keys you create at your broker and can revoke at any time. Augurya never holds your funds or your broker password.
Sign-inTwo-factorProtected with two-factor authentication using an authenticator app.
Your positionsUsed only for your accountPositions and limits are used to score and gate orders for your own account; they are never used to trade any other.
Versioning and release notes.
Oionos 1.0 · September 2026Initial release — beta, early accessFive specialists (Trend, Reversion, Volatility, Regime, Hedge); equities, crypto and commodities; paper and live execution through supported brokers; signal cards with reasoning; fill-level audit trail.
How versions workWhole numbers, point releases, stable namesWhole-number versions mark a new council. Point releases mark recalibrations and coverage changes, announced in the changelog. Specialist names stay stable across versions so your rules and notifications keep working.
Not investment adviceAugurya is a technology platform — not a broker, custodian or adviser — and Oionos 1 is a beta AI model. Trading involves substantial risk, including the loss of capital; automated execution can compound errors quickly. Start in paper, set limits you can live with, and never trade with money you cannot afford to lose. Questions about this card, or something Oionos got wrong? Tell us — the reasoning behind every signal is there so that it can be challenged.
One council. One conviction score.
Your account, your limits, your call.
Oionos 1 · beta · early access · every account starts in paper