What happens today
The alert is the start of the work, not the finding.
A monitoring system fires on a pattern that may or may not mean anything. The work is gathering the context to disposition it — and doing so consistently across thousands of alerts.
The context lives in a dozen places.
Transaction history, the KYC file, prior alerts on the same party, sanctions and PEP screening, related parties — spread across core banking, the case system, and screening tools. An analyst spends most of an investigation just assembling that picture before any judgment begins.
Consistency is what an examiner tests.
Two similar alerts dispositioned differently, or a narrative too thin to defend, is exactly what a BSA or AML examination looks for. The risk is not only the missed case; it is the inconsistent file.
A SAR is a bright line with a deadline.
When thresholds are met, a suspicious activity report carries a filing clock. Miss it, or file on a record that does not support the narrative, and that is a regulatory failure in itself.
How the architecture runs it
An alert is a question with a filing deadline attached, not a finding. The FLOW treats it that way: it assembles the context an analyst would spend hours pulling together, scores it against the thresholds the AML team wrote, and puts a decision — and the evidence behind it — in front of the officer who owns it.
the AML team owns the typology rules and escalation thresholds, in plain text
core banking · KYC/CDD · prior alerts · sanctions & PEP · related parties
the disposition, the rule applied, the evidence, and who decided, for every alert
What the FLOW does
Trigger on the alert.
The monitoring system fires; Connect catches the alert and pulls the transaction context from the systems that hold it. The FLOW starts itself — no one opens a case.
Assemble the file.
A Digital Task Agent gathers transaction history, the KYC file, prior alerts, and sanctions and PEP hits into one investigation file, and cites the source next to every fact it records.
Assess against the thresholds.
Business Context resolves the typology rules and escalation thresholds, then drafts the narrative straight from the sourced material — and flags anything it cannot source rather than inventing around the gap.
Route to the analyst and BSA officer.
A Digital Supervisor hands the file to the analyst and escalates to the BSA officer the moment a threshold trips, with the evidence and the draft narrative on one screen in the Enterprise Workplace — so the review starts from a case, not a queue.
Disposition and package.
Connect writes the disposition back to the case system; where a filing is warranted, the FLOW hands over a SAR-ready evidence pack instead of a pile of files someone has to reassemble by hand.
What it's worth
Different decision-makers weigh different things.
Here is what this FLOW returns to each.
Analyst capacity comes back from the assembly grind, and inconsistent files or missed SAR deadlines stop turning into findings and penalties.
More alerts cleared per analyst, with a predictable disposition time instead of a growing backlog.
Consistent, defensible dispositions across the whole alert population, and a filing record that stands up to a BSA/AML exam.
Runs above core banking, the case system, and screening tools with no migration, and the tool bounds stay IT-owned.
Every narrative is grounded in sourced evidence and every disposition is consistent — the exam answer is the record itself.
Coexistence
How this connects to what you already run.
NEWWORK Connect reads from and writes to the systems that run the bank, including core banking, CRM, finance, case management, and screening tools. Those systems remain your Systems of Record. NEWWORK runs above and between them, which is why a FLOW of this kind can go into production without a migration program standing in front of it.
You can begin with one of these FLOWs, with a Digital Employee owning a single recurring role, with an Enterprise Workplace for one function, or with a complete Business Solution. Any starting point. Any combination. Your way.
Start above your existing systems. Replace selectively when it creates value.
Governed autonomy
Why the record matters as much as the work.
Every FLOW produces one execution record: what happened, in what order, under which policy, by which human or which Digital Task Agent, on what evidence, and with what outcome.
Governed autonomy means the FLOW acts inside limits you set, escalates what it should not decide alone, and leaves a trace of both. The same record answers the examination, the complaint audit, and the SAR review, because it is the record of the work itself rather than a report written about it afterward.
That is what makes work of this kind safe to give to an AI system in an examined, regulated business, where identity, approval, audit trails, and human oversight have to be visible before anything moves into production. The capability is what makes the pilot worth running. The record is what makes it defensible.
AI-native by architecture. Agentic in execution. Autonomous where governed.
