How Kairos actually works
Every stage from raw headline to filled order — logged, timestamped and costed. Here is one real trade, start to finish.
// trade trace · simulated
A single trade, end to end
From the moment a headline hits to when the order fills — eleven seconds, fully auditable.
News article ingested
Reuters: NVDA beats Q4 earnings estimate by 12%
Sentiment scored
Score 0.82 (bullish) — queued for research
LLM research complete
Verdict: BUY 8 shares @ market · confidence HIGH · cost $0.0024
Risk check passed
Position size 9.2% < 15% limit · no stop violation
Order placed
Alpaca order abc-123 · market · filled @ $142.30
Cost attributed
$0.0024 LLM + $0.00 commission = $0.0024 total
Trading involves substantial risk of loss and is not suitable for every investor. Kairos is software, not investment advice. Charts and dashboards on this site are simulated and illustrative — they are not a record of actual returns and are not a promise of future performance.