Deposit & Funding Anomaly Skill
The Skill that watches every deposit and funding move for anomalies — pattern, source, jurisdiction — and escalates to compliance before the client wonders why the trade is delayed.
Deposit anomalies get caught in batch reviews after the fact, when the response window has already passed.
Every deposit is scored on the day, and anything that breaks pattern gets a first-draft assessment routed to compliance.
What this Skill needs and what it returns
- • Deposit event
- • Client funding history
- • Jurisdictional rules
- • Anomaly score
- • Cross-check summary
- • Compliance escalation with reasoning
- • Client funding history
- • Jurisdictional AML rules
- • No deposit is auto-frozen — every action is a routed escalation.
- • All escalations logged with model version and reasoning.
- • Recall against a labelled anomaly set
- • Precision (false-flag rate)
Brokerages
skills
Deposit anomalies get caught in batch reviews after the fact, when the response window has already passed.
The Skill's job inside your AI-First OS is to make every deposit is scored on the day, and anything that breaks pattern gets a first-draft assessment routed to compliance.. It reads from the Firm Memory scopes listed above, calls the Model Router with policy-appropriate models, and returns outputs in the firm's own shape — with the guardrails and evals the compliance team can sign.
Ship this Skill
This Skill is one of several we build inside a KJ Capital AI-First OS. Engagements start with a two-week £15k AI Diagnostic. We audit your systems, design the OS across the six layers, and ship the first version of Skills like this one inside the following six to twelve weeks.
FAQ
Does this replace our AML transaction monitoring?
No. It augments it. The Skill catches subtler patterns the rules engine misses.
Ship this Skill inside your firm
Every KJ Capital engagement begins with a two-week £15k AI Diagnostic. We design your AI-First OS end-to-end, cost the build, and name the first three Skills to ship.