The Skylight L1 Agent
Autonomous L1 Has Arrived
Skylight’s L1 Agent receives TMS-generated alerts and operates like a human L1 analyst, end to end, alert to disposition. This is full investigation automation.
Full investigation automation
Not scoring, not triage, not copilot augmentation. Every step logged. Every decision documented.
Works Like a Human Analyst at Machine Scale.
The L1 Agent receives transaction monitoring system (TMS) alerts and performs the same repeatable work a human Level One analyst would, investigating alerts, documenting findings, and determining whether to clear or escalate based on defined policies.
It evaluates alert context, customer profiles, transaction history, risk indicators, and relevant adverse media, then recommends an outcome aligned to your decision framework. Every step is logged and every decision is explainable, creating a complete audit trail your team and regulators can trust.
The investigation process
Alert to Disposition. Nothing Skipped.
The L1 Agent follows the same end-to-end investigation process a Level One analyst would perform, applied consistently to every alert.
Step 1 — Receive
Alert received from TMS
TMS-generated alerts arrive directly — structuring, high-risk keywords, high-risk country, and more. The L1 Agent begins investigation immediately.
Step 2 — Investigate
Full investigation performed
Pulls alert context, customer profile, risk level, flagged transactions, historical activity, and adverse media. Every relevant data point is evaluated.
Step 3 — Disposition
Clear or escalate to L2
Recommends an outcome aligned to your decision framework. Clears the alert or escalates to L2 with a complete, audit-ready journal of every step and decision.
Every Step Logged. Every Decision Explainable.
Every tool call and decision step is logged, not just a narrative summary. A complete, verifiable record is created for every investigation — giving your compliance team and regulators an unbroken chain of evidence from alert receipt to disposition.
This is not a summary generated after the fact. It is a real-time log of every action taken, every data point evaluated, and every decision made during the investigation.
Built to meet the expectations of examiners
The audit journal is designed to satisfy the documentation expectations of examiners and regulators. Every investigation is consistent, complete, and defensible — regardless of alert volume.
Your Analysts, Focused Where It Matters.
By automating high-volume, repeatable L1 work, the Skylight L1 Agent frees analysts to focus their expertise on escalations, complex cases, and judgment-based decisions without sacrificing oversight or accountability.
The same standard is applied to every alert, every time, at whatever volume your program demands. Your team focuses on the work that genuinely requires human judgment.
The distinction
What Full Investigation Automation Actually Means
The term “AI” covers a wide range of capabilities in this market.
Here is precisely what the L1 Agent does.
Full investigation, not just a score
The L1 Agent performs the complete investigation: pulling data, evaluating context, and recommending a disposition with a full audit journal. Most platforms assign a risk score and hand the alert back to an analyst. The L1 Agent handles everything that comes after the score.
End to end, not a copilot
The L1 Agent operates independently from alert receipt through disposition. It conducts the investigation rather than assisting an analyst through one. Analysts review outcomes and focus on escalations, which is where their judgment adds the most value.
Consistent at any volume
Every alert receives the same rigorous investigation regardless of queue size. No shortcuts on lower-priority alerts, no inconsistency introduced by workload variation or analyst fatigue. The same standard, applied every time.
Explainable by design
Every step is logged in real time, not summarized after the fact. The audit journal documents every data point evaluated and every decision made during the investigation, giving your compliance team and regulators a complete, verifiable record.
See the L1 Agent in Action
Book a demo and see full investigation automation running end to end, alert to disposition.
