The AI agent for aml analysts

Sauna assembles the alert investigation, drafts the case narrative, pulls the transaction and KYC evidence, and writes the SAR recommendation so each alert is dispositioned with a clean, sourced trail for your review.

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What it does

What Sauna does for aml analysts

01
Build the alert case
Sauna gathers the triggering transactions, customer profile, and prior alerts from Snowflake, drafts the case summary in Google Docs, and lays out the activity timeline for review.
02
Draft the SAR narrative
It writes the suspicious-activity narrative — who, what, when, where, why — citing the exact transactions and amounts, and holds it for your decision to file or clear.
03
Pull KYC and counterparty data
Sauna assembles the customer's KYC, beneficial-owner, and counterparty information from the file in Google Drive and flags missing or stale due-diligence items.
04
Track case workflow
It logs each alert's status, escalation, and deadline in Jira and drafts the hand-off note to the BSA officer so nothing ages past the regulatory clock.

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In context

Ask in chat. It does the work.

Sauna shows up where you already work — the web app, Slack, email, iMessage, and Superhuman. It reads what it needs, does the task, and comes back with the draft for your approval.

app.sauna.ai/sauna

You

@Sauna Build the case for alert 5521 — pull the triggering transactions and the customer's KYC, lay out the timeline, and draft a SAR narrative if the structuring pattern holds.

Sauna

Reading Snowflake and Google Docs.

Done — here's the draft and what I found. Approve to send.

Try it

Ask in plain words

The literal prompt for this job. Open it in Sauna and it picks up from there.

“Build the case for alert 5521 — pull the triggering transactions and the customer's KYC, lay out the timeline, and draft a SAR narrative if the structuring pattern holds.”

Example promptRun in Sauna →

Plugs into the tools you already run — and thousands more, or any MCP server.

Snowflake Google Docs Google Drive Jira

Good to know

Questions, answered.

Will it file a SAR or close an alert by itself?

No. It builds the case and drafts the narrative or clearance rationale, but the disposition — file, escalate, or close — is yours. Nothing is filed without your approval.

Will it fabricate transaction details?

No. Every transaction, amount, and date in the narrative comes from your systems with the source shown. It flags missing KYC rather than inventing it, so the trail stays examinable.