What is systematic trading?

Most investors make decisions in the moment — reacting to headlines, following tips, or trading on gut feel. Systematic trading is the opposite: you define your rules in advance — when to enter, when to exit, how much to risk — and the system follows them precisely, every time, without emotion. Oyamori gives you access to proven systematic strategies so you can trade on data, not instinct.

Do I need to know how to code to use Oyamori?

No. You choose a strategy from the catalog, connect your brokerage account, set your risk parameters, and Oyamori handles the rest. The intelligence is built in — you bring the decision, the platform brings the execution. If you are a developer and want to go deeper, the CLI and API are there. But coding is never a requirement.

What is a trading edge?

An edge is a repeatable market condition where the odds are in your favor — not guaranteed, but statistically consistent over time. Think of it like a weather forecast: not certain, but informed. Serious investors do not guess; they find edges and execute them systematically. Oyamori's catalog is built on proven edges across different asset classes and market conditions, each grounded in rigorous quantitative research.

How does AI sentiment trading work?

News moves markets — but most investors only find out after the price has already moved. Oyamori's AI intelligence layer, Newsvibe, reads financial news in real time and scores it for urgency, sentiment strength, and likely market impact. When the news is strongly positive but the price has not reacted yet, that gap is your signal. Oyamori detects it automatically and acts on your behalf — before the crowd catches up.

Is my capital safe with Oyamori?

Your money never moves to Oyamori. You connect your own brokerage account via a read-and-trade API key — Oyamori only routes signals, it never has access to withdraw or transfer your funds. Your capital stays in your account, under your name, at all times. Revoke access in seconds from your Alpaca dashboard whenever you need to.

How is Oyamori different from a hedge fund or robo-advisor?

A hedge fund takes your money and makes all the decisions — you hand over control and hope for the best. A robo-advisor puts you in a generic portfolio that looks the same as everyone else's. Oyamori is different: your capital stays in your own account, you choose the strategy, you set the risk limits. The AI does the heavy lifting — monitoring signals, enforcing your rules, executing trades — but every decision traces back to what you set up. You stay in control. The platform amplifies it.

TickerDNA

Behavioral fingerprints for 20 tickers — 6 strands, percentile-ranked, universe-wide · Jun 24, 2026 ◯

Universe · 20 tickers

Ticker ▲	Close→Open ▲	Volatility Regime ▲	Intraday Trend-vs-Chop ▲	Volume ▲	Event Reaction ▲	Beta ▲
AAPL	OVERNIGHT-MOMENTUM ERRATIC-OPEN	VOL-EXPANDING LOW-VOL	p42	VOLUME-CONFIRMS EVEN-FLOW	p59	IDIOSYNCRATIC
AMD	OVERNIGHT-MOMENTUM EXPLOSIVE	VOL-EXPANDING UPSIDE-SKEWED HIGH-VOL WIDE-RANGE	OPEN-DRIVEN CLOSE-AT-EXTREME	VOLUME-CONFIRMS FRONT-LOADED	EVENT-FADER FRAGILE	p74
AMZN	OVERNIGHT-MOMENTUM EXPLOSIVE	VOL-EXPANDING	TRENDY	EVEN-FLOW	EVENT-DRIFTER RESILIENT EVENT-CALM	p46
BABA	OVERNIGHT-MOMENTUM MUTED STEADY-OPEN	VOL-COMPRESSED	p34	VOLUME-CONFIRMS FRONT-LOADED	p52	IDIOSYNCRATIC
COIN	OVERNIGHT-MOMENTUM ERRATIC-OPEN	VOL-COMPRESSED UPSIDE-SKEWED HIGH-VOL WIDE-RANGE	p56	VOLUME-CONFIRMS	EVENT-FADER FRAGILE	IDIOSYNCRATIC
DIA	OVERNIGHT-MOMENTUM MUTED STEADY-OPEN	VOL-EXPANDING LOW-VOL TIGHT-RANGE	CHOPPY OPEN-DRIVEN	FRONT-LOADED	RESILIENT	MARKET-DRIVEN
GLD	OVERNIGHT-MOMENTUM MUTED STEADY-OPEN	VOL-EXPANDING TIGHT-RANGE	CHOPPY	VOLUME-CONFIRMS	EVENT-FADER EVENT-PRONE	IDIOSYNCRATIC
GOOGL	OVERNIGHT-MOMENTUM	VOL-EXPANDING UPSIDE-SKEWED	p47	VOLUME-CONFIRMS	EVENT-DRIFTER EVENT-CALM	IDIOSYNCRATIC
IWM	OVERNIGHT-MOMENTUM MUTED	LOW-VOL TIGHT-RANGE	CHOPPY OPEN-DRIVEN	p39	EVENT-DRIFTER	MARKET-DRIVEN
META	OVERNIGHT-MOMENTUM	DOWNSIDE-SKEWED UNSTABLE-VOL	CHOPPY	VOLUME-CONFIRMS	EVENT-DRIFTER EVENT-PRONE	IDIOSYNCRATIC
MSFT	OVERNIGHT-MOMENTUM ERRATIC-OPEN	VOL-EXPANDING	CLOSE-AT-EXTREME	VOLUME-CONFIRMS	EVENT-DRIFTER EVENT-PRONE	IDIOSYNCRATIC
MSTR	OVERNIGHT-MOMENTUM	HIGH-VOL WIDE-RANGE	p27	VOLUME-CONFIRMS	EVENT-DRIFTER FRAGILE EVENT-CALM	IDIOSYNCRATIC
NFLX	OVERNIGHT-MOMENTUM EXPLOSIVE ERRATIC-OPEN	VOL-EXPANDING UNSTABLE-VOL	OPEN-DRIVEN	VOLUME-CONFIRMS EVEN-FLOW	EVENT-DRIFTER FRAGILE	IDIOSYNCRATIC
NVDA	OVERNIGHT-MOMENTUM	p45	TRENDY CLOSE-AT-EXTREME	VOLUME-CONFIRMS	EVENT-DRIFTER FRAGILE	p56
PLTR	OVERNIGHT-MOMENTUM EXPLOSIVE	p51	OPEN-DRIVEN	VOLUME-CONFIRMS FRONT-LOADED	EVENT-DRIFTER EVENT-PRONE	IDIOSYNCRATIC
QQQ	OVERNIGHT-MOMENTUM STEADY-OPEN	VOL-EXPANDING LOW-VOL TIGHT-RANGE UNSTABLE-VOL	TRENDY CLOSE-AT-EXTREME	EVEN-FLOW	FRAGILE EVENT-PRONE	MARKET-DRIVEN
SMCI	OVERNIGHT-MOMENTUM ERRATIC-OPEN	VOL-EXPANDING DOWNSIDE-SKEWED HIGH-VOL WIDE-RANGE UNSTABLE-VOL	TRENDY	VOLUME-CONFIRMS FRONT-LOADED	EVENT-FADER RESILIENT EVENT-CALM	IDIOSYNCRATIC
SOFI	OVERNIGHT-MOMENTUM EXPLOSIVE	DOWNSIDE-SKEWED HIGH-VOL WIDE-RANGE UNSTABLE-VOL	CHOPPY	VOLUME-CONFIRMS	EVENT-FADER RESILIENT EVENT-CALM	IDIOSYNCRATIC
SPY	OVERNIGHT-MOMENTUM MUTED STEADY-OPEN	VOL-EXPANDING LOW-VOL TIGHT-RANGE	TRENDY CLOSE-AT-EXTREME	VOLUME-CONFIRMS EVEN-FLOW	EVENT-DRIFTER FRAGILE EVENT-CALM	MARKET-DRIVEN
TSLA	OVERNIGHT-MOMENTUM	VOL-EXPANDING	p54	VOLUME-CONFIRMS	EVENT-FADER FRAGILE	p64

How are these scores computed? Read the methodology →