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SAR Automation for BSA/AML Teams Agents Directory

Exam-ready SAR packages in hours, not days.

SARForge turns transaction monitoring alerts into reviewer-ready SAR packages with FinCEN fields, narrative, QA checks, and an internal evidence map showing where every factual claim came from.
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21.41h BPI-reported SAR effort
Filing clock SAR regulatory deadline
Source-mapped Claims with evidence pointers
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What is SARForge?

SARForge is SAR narrative software for bank AML teams: it assembles case data from core systems, detects the typology, and drafts a FinCEN-ready suspicious activity report narrative in which every claim traces to specific evidence. Investigators review and file; the assembly work stops consuming the day.

The evidence map is the product

The filed SAR narrative needs to be concise. The internal workpaper needs to be complete. SARForge keeps the narrative clean while preserving the source-backed evidence trail reviewers, audit, and exam teams need when a claim is challenged.

SARForge dashboard showing source-mapped SAR package evidence

How It Works

  1. SARForge case evidence assembly workflow
    01

    Case evidence assembly

    Pulls transaction monitoring alerts, transaction history, KYC records, OFAC screening results, prior SAR history, and account context into a unified case file. Your TM system detects. SARForge packages the SAR decision.

  2. SARForge typology and policy mapping workflow
    02

    Typology and policy mapping

    Maps the alert pattern to FinCEN suspicious activity categories, internal filing standards, and reviewer checklists so the SAR package reflects how your institution files.

  3. SARForge reviewer-ready sar package workflow
    03

    Reviewer-ready SAR package

    Drafts the narrative, pre-populates FinCEN fields, surfaces QA flags, and builds an internal evidence map where every factual claim links back to source data.

  4. SARForge human review and filing control workflow
    04

    Human review and filing control

    Your BSA team reviews, edits, approves, and files. SARForge logs the decision record and never submits automatically.

SAR Automation Software

SAR automation software, in practice

SAR automation software helps BSA/AML teams turn alerts and case evidence into complete SAR workpapers, draft narratives, field mappings, QA checks, and filing records. SARForge focuses on the package your reviewer needs before your team files.

Alert to SAR package

Input SARForge prepares Output
Transaction monitoring alert Pulls alert rationale, transaction history, KYC context, prior SAR history, and supporting evidence. Unified case evidence file.
Investigator and institution policy Maps the activity pattern to filing standards, QA checks, and suspicious activity categories. Reviewer checklist and field guidance.
Draft SAR package Prepares fields, narrative, QA issues, source map, and human-review record. Reviewer-ready SAR package; your team approves and files.

How it compares

Approach Where it breaks down SARForge
Transaction monitoring software Detects and routes alerts, but does not usually produce the SAR package and internal workpaper. Starts downstream of the alert and packages the filing decision for review.
AML case management software Organizes cases, notes, tasks, and dispositions, but package quality still depends on manual assembly. Builds the narrative, fields, QA checks, and evidence map from the case record.
Generic AI writing May draft fluent text without source lineage, review controls, or FinCEN field structure. Keeps every factual claim tied to evidence and leaves filing control with your BSA team.

Last updated October 4, 2026.

Official and industry references: FinCEN SAR FAQ; FinCEN SAR supporting documentation guidance; BPI SAR burden estimate response.

Your SAR bottleneck is not writing. It is production control.

BSA teams need timely filings, consistent typology treatment, reviewer confidence, and defensible evidence. SARForge helps turn a staffing and backlog problem into a stronger control environment.

The production burden

Banks report 21.41 hours of work per SAR. Much of that time is spent gathering evidence, checking fields, reconstructing context, and preparing a package that can survive QA and exam review.

The unsupported claim

SAR narratives often include factual statements that are hard to trace back to source records. Reviewers, audit, and exam teams need the internal workpaper behind the narrative, not just the finished text.

The governance gap

BSA officers, FIU managers, SAR QA leads, and model risk teams all need the same thing: more throughput without losing human approval, data lineage, or reviewer confidence.

Run SARForge against a recent set of SAR decisions.

Buyer's guide

How to draft SAR narratives faster without losing what examiners and law enforcement need

What does a SAR require, and why does the narrative take so long?

Under 31 CFR 1020.320, a bank must file "no later than 30 calendar days after the date of initial detection by the bank of facts that may constitute a basis for filing a SAR," with 30 more days to identify a suspect, and "In no case shall reporting be delayed more than 60 calendar days." The SAR and its supporting documentation must be kept "for a period of five years from the date of filing the SAR" and made available to FinCEN, law enforcement and examiners on request.

The narrative is the part that takes hours. FinCEN's narrative guidance says "a SAR narrative should identify the five essential elements of information" of who, what, when, where and why, plus how. Its list of common errors notes that "most inadequate narratives merely repeat data in the form's fixed fields."

An analyst gathers transactions, KYC records, prior alerts, open-source checks and case notes from several systems, reconciles dates and amounts, and only then writes. The writing is short; the gathering and the checking are not.

How does SARForge turn an alert into a reviewer-ready SAR package?

SARForge runs on the MightyBot platform. It assembles the case from your alert, transaction, KYC and document systems, extracts the facts the narrative needs with a pointer to the source of each, and detects the typology the activity fits. The narrative is drafted to answer who, what, when, where, why and how, in the order FinCEN describes, with each statement mapped to its evidence.

The package includes the FinCEN form fields, the narrative, QA checks against the common-error list, and workpapers that show the analyst and reviewer what was used. The BSA officer or analyst reviews and decides; nothing is filed without that sign-off.

Because the filing deadline runs from initial detection, the case keeps its clock. Decisions not to file can be recorded in the same place, with the reasoning attached, at the level your policy sets.

What do regulators say about documentation and decisions not to file?

The October 2025 interagency SAR FAQs answer a common question directly: "There is no requirement or expectation under the BSA or its implementing regulations for a financial institution to document its decision not to file a SAR." They add that "FinCEN has previously encouraged, but not required, financial institutions to document the decision not to file a SAR," and that where an institution chooses to, the level of documentation should follow its own risk-based policies.

Confidentiality is absolute for the filing itself. A SAR and "any information that would reveal the existence of a SAR, are confidential and shall not be disclosed except as authorized." A drafting tool has to respect that: access controls on the case, no SAR references in customer communications, and a record of who viewed what.

Supporting documentation "shall be identified, and maintained by the bank as such, and shall be deemed to have been filed with the SAR," which is why the package matters as much as the form. A narrative with each statement linked to its evidence is the workpaper file examiners ask for.

What to look for in SAR automation software

Use these questions when you compare tools for alert investigation and SAR drafting.

  • Does it gather the case, or only draft?Transactions, KYC, prior alerts and documents should be assembled from your systems with the source of each fact recorded.
  • Does every narrative statement map to evidence?A reviewer should be able to click from a sentence to the transaction or document behind it.
  • Does it follow FinCEN's narrative structure?Who, what, when, where, why and how, with QA checks against FinCEN's list of common errors before review.
  • Who files?The tool should prepare; a BSA officer or analyst should review and decide, and the record should show who did.
  • Does it keep the clock and the file?Deadline tracking from initial detection, five-year retention of the SAR and supporting documentation, and exportable workpapers.
  • Does it protect confidentiality?Access controls, view logs and safeguards against SAR references leaking into customer-facing text.

Manual drafting, case management templates and SARForge compared

CriterionManual investigation and draftingCase management with templatesSARForge on the MightyBot platform
Gathering the caseAnalyst pulls from each system by hand.Alert data in one place; documents attached by hand.Case assembled from alert, transaction, KYC and document systems with sources.
The narrativeWritten from scratch.Template filled in.Drafted to the five elements and how, each statement mapped to evidence.
Quality checkReviewer reads it.Checklist.Automated checks against FinCEN's common errors before review.
WorkpapersSaved files and notes.Case attachments.Evidence-mapped package retained with the SAR.
Fits best whenVery low alert volume.Routing and tracking are the gap.Analysts spend hours per case gathering and writing.

Sources

Sources and verification

Regulatory references were read in the original documents and last verified September 17, 2026. Production figures come from the named MightyBot deployment.

FAQ

Frequently Asked Questions

What is SAR narrative software?

Software that drafts the written narrative section of a suspicious activity report from the case file itself: transactions, KYC data, and alerts, organized into the who, what, when, where, and why examiners expect, with citations back to the underlying records.

Can AI automate SAR filing for banks?

AI can automate the assembly and drafting; the institution keeps filing authority. The defensible pattern is agent-drafted, human-approved: every narrative claim carries an evidence pointer, so BSA officers review against sources instead of rebuilding the case.

What is SARForge in one sentence?

SARForge is a SAR production control layer that turns transaction monitoring alerts and case evidence into reviewer-ready SAR packages with FinCEN fields, narrative, QA checks, and an internal evidence map for every factual claim.

Does SARForge replace our transaction monitoring system?

No. SARForge is not a transaction monitoring replacement. It starts after an alert fires, assembles the AML case file, drafts the SAR narrative, maps FinCEN fields, and preserves source attribution for examiner review.

Who files the SAR - SARForge or our team?

Your team files. SARForge prepares the draft package and logs the review process. A BSA officer or authorized reviewer edits, approves, and submits through FinCEN's BSA E-Filing System.

What does source attribution mean in practice?

Every factual claim in the draft narrative is tied to the evidence that supports it, such as transaction IDs, dates, amounts, account numbers, KYC fields, OFAC screening results, or source documents. The attribution is an internal workpaper and reviewer control, not citation clutter inside the filed SAR narrative.

What data do we need for a pilot?

A representative sample of recent alerts, associated transaction data, KYC fields, alert rationale, and examples of filed SAR narratives or internal standards. Pilots can start with redacted or synthetic data before connecting live systems.

Is SARForge SOC 2 certified?

Yes. SARForge runs on SOC 2 Type II certified infrastructure. Case data is encrypted in transit and at rest. Access is logged and auditable.