Real-time market data
Live: tick-level trades + quotes feed the ranked queue, sub-200ms from
signal to your screen.
Learns: 20 years of every US stock train the scoring brain
and every new tick refines it.
News firehose
Live: every headline read every minute: what changed, what it means
for your positions, in plain English.
Learns: headline volume, novelty, and timing become training features so
the model knows that “a quiet morning” means something different than
“a 20-headline morning.”
Options flow & dealer positioning
Live: sweeps, unusual activity, and dealer-gamma exposure layered into
every score, so you see when the options tape disagrees with the stock tape.
Learns: options-flow patterns around the moves that worked become
part of the model's next training cycle.
Earnings & insider filings
Live: earnings calendar gates entries before the report; insider
Form-4 transactions stream in the second they hit EDGAR.
Learns: days-to-earnings, EPS surprise, insider-cluster timing:
all train into the scorer so it understands when news is about to hit.
Dark pool & depth-of-book
Live (today): top-of-book quotes + dark-pool prints on every ranked
symbol.
Next: full Level-2 depth and the cockpit learns to read order-book imbalance as a signal.
Macro & rates
Live: FOMC / CPI / NFP proximity, 10y yield, VIX, USD: every macro
shift the cockpit knows about, you do too.
Learns: calendar distance + regime classification become training
features so the model knows that “CPI morning” is its own kind of day.