Markets
NewLookout
Trade Surveillance Monitor
Always-on multi-signal surveillance over an account's order and trade activity. Runs a deterministic signal battery (spoofing, layering, wash, marking-the-close, insider timing) and raises an evidence-backed alert only where manipulation is concrete, leaving legitimate trading under passive monitoring.
The case it handles
A representative case
- Window · Account
- ACC-CLEAN
- Window · Symbol
- FLUX
- Window · From
- 1,782,147,540,000
- Window · To
- 1,782,148,500,000
Raw scenario input (JSON)
{
"window": {
"account": "ACC-CLEAN",
"symbol": "FLUX",
"from": 1782147540000,
"to": 1782148500000
}
}The contract
What it takes, does, and returns
- Window · Account
- Window · Symbol
- Window · From
- Window · To
- Get ordersget_orders
- Get executionsget_executions
- Get bookget_book
- Get printsget_prints
- Get news windowsget_news_windows
- Signal spoofingsignal_spoofing
- Signal layeringsignal_layering
- Signal washsignal_wash
- Signal marking closesignal_marking_close
- Signal insider timingsignal_insider_timing
- Raise alertcommitraise_alert
- Monitor
- Open Case
- Refer To Tribunal
How it's checked
Checked against golden cases
- clean-volatility
FLUX two-way volatility, both sides fill, no self-match, no close burst, no news edge → no alert.
- spoofing
ACME layered non-bona-fide sells cancelled near the touch, high order-to-trade ratio, small genuine buy fills → spoofing.
- layering
Same ACME footprint assessed as layering: cancelled sells stacked across multiple price levels on one side.
- insider-timing
ORBT concentrated buy ~6 minutes before a material FDA-approval headline, unwound after the pop → insider timing.
- noisy-but-legit
VOLT genuine large parent order worked in child slices that mostly fill, one repriced cancel away from the touch, low order-to-trade ratio. Superficially resembles layering; must NOT false-alert.
Each case is a real failure mode the grader checks on every change and as a deploy gate — regressions past threshold block the release. Adversarial cases probe the failure modes the golden set doesn't.
Briefing
Briefing
- Always-on surveillance across an account's orders and trades: runs a battery of deterministic detectors over the raw microstructure and decides whether the window warrants an alert.
- Scores the named manipulation typologies — spoofing, layering, wash trades, marking the close, trading ahead of news — with the detectors' own numbers, not hunches.
- Holds that a noisy detector is a useless one: clean and legitimate-but-noisy windows raise no alert, and the reason a window is clean is stated precisely.
- Knows the legitimate look-alikes — a large parent order worked in slices that mostly fill is not spoofing, two-way volatility is not manipulation, and buying ahead of news that turns out immaterial is not insider trading.
- Evidence is id-level or it is not evidence; patterns that look real but are contestable go to adversarial adjudication rather than a unilateral verdict.
Where it stands in the operation