The first cycle is usually the one that sells it.
Brokerages don't buy surveillance because of a slide. They buy it because the first baseline surfaces something nobody knew was there. These are the kinds of findings, anonymised, that show up inside real environments.
A swap reverts. Six sessions pass. Nobody knows.
What happened. A routine symbol update copies across unintended swap values from another symbol. No ticket, no alarm.
What it meant. Roughly $4,200 a day in unbilled swap, accumulating quietly for six trading sessions.
The outcome. Surfaced as a ranked finding, contained the same day, logged as a defensible record.
The findings that recur.
The findings we see again and again.
We share the specific, recurring issues a first cycle tends to surface time and time again.
The first cycle is usually the one that sells it.
Brokerages don't buy surveillance because of a slide. They buy it because the first baseline surfaces something nobody knew was there. These are the kinds of findings, anonymised, that show up inside real environments.
A swap reverts. Six sessions pass. Nobody knows.
Anonymised from a live deployment. Names and numbers changed; the shape is exactly what we see.
What happened. A routine symbol update copies across unintended swap values from another symbol. No ticket, no alarm, the kind of change that's invisible until a client or a regulator notices.
What it meant. Roughly $4,200 a day in unbilled swap, accumulating quietly across open positions for six trading sessions.
The outcome. Surfaced as a ranked finding, contained the same day, and logged as a defensible record of exactly when it was found and fixed.
The findings that recur.
The findings we see again and again.
We share the specific, recurring issues a first cycle tends to surface time and time again.