AML Transaction Monitoring Alert with Flagright and Claude
Compliance & Risk
Quick Answer
Flagright generates a transaction alert, Claude summarizes the suspicious activity and relevant AML typologies, and the AML analyst receives an enriched alert with investigation context pre-assembled. Human analyst makes all filing and escalation decisions.
The Problem This Solves
AML analysts spend significant time at the start of each investigation assembling transaction context and identifying relevant typologies before they can begin actual analysis. This workflow pre-assembles the investigation context automatically, letting analysts focus on judgment rather than data gathering.
About This Workflow
This workflow connects Flagright transaction monitoring alerts to an AI-assisted investigation layer. When Flagright flags a transaction or pattern for review, the workflow retrieves the full transaction context, uses Claude to summarize the suspicious activity, identify relevant typologies, and draft preliminary investigation notes. The enriched alert is delivered to the AML analyst with supporting context already assembled, reducing investigation time significantly. Human analysts make all final determinations and SAR filing decisions.
Tools Required
Step-by-Step Blueprint
Trigger on Flagright alert webhook
FlagrightCreate an n8n Webhook trigger. Configure Flagright to send transaction alert webhooks to the n8n endpoint when a case is created. This fires in real time when a suspicious pattern is detected.
Retrieve full transaction context
FlagrightAdd an n8n HTTP node to call the Flagright API and retrieve the complete transaction history for the alerted customer, including the flagged transaction and the 90-day transaction pattern.
Summarize suspicious activity with Claude
ClaudeAdd an n8n Claude node. Send the transaction data and instruct Claude to: summarize the pattern of suspicious activity, identify the most relevant AML typology from FATF guidance, list the specific red flags present, and draft preliminary investigation notes for the AML analyst.
Use this prompt →Enrich alert with customer context
FlagrightAdd an n8n HTTP node to retrieve the customer's KYC profile and risk rating from Flagright. Add this context to the investigation package alongside the transaction analysis.
Deliver enriched alert to AML team
SlackAdd a Slack node to post the enriched alert to your AML team channel. Include the suspicious activity summary, typology identification, red flags, and a link to the Flagright case for full investigation. Tag the assigned analyst.
Cost Estimate
Flagright pricing is custom-quoted - contact flagright.com. n8n Cloud Pro $50/month or self-hosted free. Claude API costs scale with alert volume. AI compliance workflows assist human compliance officers and do not replace qualified compliance professionals or legal counsel. All outputs require review before regulatory submission or action.