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AI Agents / Compliance / KYC

Long-horizon agentic AI runs compliance, audit-ready by default.

The Layerup compliance agent runs KYC and onboarding, clears AML and sanctions alerts, prepares SAR and investigation packets, handles complaints, and assembles audit-ready evidence — not a one-shot pass, but a continuous run that works each case uninterrupted for hours or days with controls on every action.

ScopeOnboarding to filing
CoverageKYC, AML, complaints
OutputRegulator-ready packets
AdoptionWorkflow by workflow
01One-shot vs long-horizon

One-shot agents answer. Long-horizon agents finish.

Most AI agents are one-shot: one prompt, one response, no memory, no obligation to finish. Layerup agents are long-horizon — each owns a workflow end to end and stays on it, uninterrupted, for hours or days until the work is done.

Span
One-shot

One prompt in, one output out. The run is over in seconds — whatever state the work is in.

Long-horizon

One workflow worked continuously, for hours or days, until it is actually finished.

State
One-shot

Stateless per call. Everything learned about the case is forgotten between steps.

Long-horizon

Persistent working memory of the whole case — every document, finding, and decision carried forward.

Missing evidence
One-shot

Guesses or stalls when an input is incomplete. Someone has to notice and re-prompt.

Long-horizon

Requests the missing document, follows up, waits for it to land, and resumes exactly where it left off.

Systems
One-shot

Returns a response. Acting on it — updating the core system, moving the queue — is still human work.

Long-horizon

Reads from and writes back to your systems of record throughout the run, every action logged for audit.

Output
One-shot

A label, a draft, a score — an input to someone else's work.

Long-horizon

Finished, decision-ready work with rationale and citations attached, staged for human approval.

In this workflow

A one-shot agent can screen a name against a sanctions list. It can't clear the alert — gather the corroborating evidence, test the false-positive hypothesis, request the missing documentation and wait for it, document the rationale, and assemble the SAR packet before the filing deadline. The long-horizon compliance agent works each case to a filed, audit-ready outcome.

02Lifecycle

Intake to filing — executed, with evidence.

Every stage below is the same agent's continuous run, from onboarding and alert intake to filing and write-back. Compliance analysts and officers approve, supervise exceptions, and own outcomes.

Compliance lifecycle
6 stages
  1. 01
    Onboarding / alert intake
  2. 02
    Identity & data verification
  3. 03
    Screening & criteria match
  4. 04
    Evidence assembly
  5. 05
    Case / SAR packaging
  6. 06
    Filing, write-back & audit trail
03Capabilities

Six stages. One governed continuous run.

KYC, screening, investigation, complaints, refresh, audit evidence — the same compliance agent executes every stage below in one continuous, governed run.

01 — KYC & onboarding
5 steps

Open accounts the right way.

The compliance agent intakes applications, verifies identity and documents, runs KYC / CIP and beneficial-ownership checks, and stages clean files for approval.

  • 01Application and document intake
  • 02Identity and document verification
  • 03KYC / CIP screening
  • 04Beneficial-ownership collection
  • 05Risk-rating input preparation
02 — AML & sanctions screening
5 steps

Clear the alerts that don't matter, fast.

The agent triages screening and transaction-monitoring alerts, gathers context, dispositions clear false positives, and escalates true hits with a documented rationale.

  • 01Sanctions / PEP / watchlist screening
  • 02Transaction-monitoring alert triage
  • 03Context and history gathering
  • 04False-positive disposition support
  • 05Escalation with reasoning trace
03 — Investigation & SAR preparation
5 steps

Regulator-ready packets, assembled by the agent.

The agent assembles investigation files, summarizes activity, and prepares SAR / CTR narratives with citations to the underlying evidence for analyst approval.

  • 01Investigation file assembly
  • 02Activity summarization
  • 03SAR / CTR narrative drafting
  • 04Evidence citation and linking
  • 05Filing timeline tracking
04 — Complaint & dispute handling
5 steps

Handle complaints with a defensible record.

The agent classifies complaints, assembles account context, drafts responses with regulatory citations, and tracks resolution against required timelines.

  • 01Complaint classification and intake
  • 02Account-context assembly
  • 03Response drafting with citations
  • 04Regulatory timeline tracking
  • 05Resolution logging
05 — Periodic review & KYC refresh
5 steps

Keep the book current without the grind.

The agent runs periodic KYC refresh and customer due-diligence reviews, collects updated documentation, and flags discrepancies for analyst review.

  • 01Periodic review scheduling
  • 02Updated documentation collection
  • 03CDD / EDD refresh support
  • 04Discrepancy detection
  • 05Re-rating input preparation
06 — Audit evidence & QA
5 steps

Audit-ready by default.

The agent writes results back into your compliance systems, maintains complete evidence trails, and samples outputs against your standards with continuous tuning.

  • 01Compliance-system write-back
  • 02Complete evidence trail per action
  • 03Audit packet assembly
  • 04Sample-based QA scoring
  • 05Continuous improvement loop
04KPIs

The metrics compliance leaders manage.

Layerup is measured on onboarding cycle time, alert clearance, SAR prep time, audit readiness, and regulatory SLA attainment — not on tokens, prompts, or messages.

KYC / onboarding cycle time

01

Open and verify accounts faster, with controls.

SAR / case prep time

02

Assemble regulator-ready packets automatically.

Alert clearance rate

03

Clear screening and monitoring alerts within SLA.

Audit readiness

04

Complete, evidence-linked records on every action.

Regulatory SLA attainment

05

Meet filing and response deadlines consistently.

Complaint resolution time

06

Handle and document complaints end to end.

Coverage consistency

07

Apply policy and rules uniformly across the book.

Cost per review

08

Lower handling cost across screening and QA.

Exception escalation accuracy

09

Route the right cases to the right reviewer.

Get started

Move compliance work from doing to approving.

Deploy the compliance agent on one queue — KYC onboarding, alert triage, or SAR preparation. Prove the cycle-time and audit-readiness improvement, then expand.