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The Axle Blog

Product updates, partnerships, case studies, and ideas on AI-powered compliance operations — from the team building it.

Product UpdatesJuly 29, 2026

Meet Justin: Axle's KYB & KYC Diligence Agent

There's a new analyst on the team. Justin runs KYB and KYC investigations end to end — ownership, related parties, deep web research, and screening — ending in a decision-ready case file.

Read the announcement →

All posts

Get The Alert Queue
AML and fraud news for compliance teams, every other Tuesday.
Partnerships
September 23, 2026

FairPlay Independently Evaluated Baley. Here Is What It Found.

FairPlay tested Axle's Baley screening agent on 1,048 hard sanctions, PEP and adverse media cases: 97.5% accuracy, 99.2% precision. Nobody required it. We asked for it.

Partnerships
August 11, 2026

AlterBank Selects Rose After Pilot Cuts Compliance Investigation Costs by More Than 70%

AlterBank is taking Rose from pilot to full production after cutting investigative labor costs by more than 70% — while its existing compliance team processed three times more AML alerts without adding headcount.

Product Updates
July 29, 2026

Summer 2026 Release: Justin Goes Live, Copilot, and Semantic Search

Justin joins the team as Axle's KYB & KYC diligence agent, Copilot lands in every investigation, and Rose gains semantic search, rule-based dispositions, and on-demand investigations.

Product Updates
July 29, 2026

Meet Axle Copilot: An Analyst-Grade Assistant Inside Every Investigation

Axle Copilot sits alongside every open alert, investigation, and diligence case — answering questions, rerunning investigations with new context, and taking action behind plan cards and predicted-impact previews.

Product Updates
July 29, 2026

Meet Justin: Axle's KYB & KYC Diligence Agent

Justin is Axle's diligence agent — he runs KYB and KYC investigations end to end, from ownership and related-party research to a decision-ready case file with a suggested disposition and next steps.

Partnerships
July 29, 2026

Axle + Chainalysis: On-Chain Intelligence, Inside Every Investigation

Axle's integration with Chainalysis brings blockchain risk signals, exposure data, and on-chain context directly into Rose's transaction monitoring investigations — no tab-switching, no manual lookups, and a full audit trail on every disposition.

Product Updates
May 19, 2026

Axle MCP Server: Operate Your Agents from Claude, Cursor, and ChatGPT

The Axle MCP server lets compliance teams operate Rose, Baley, and Sam from MCP-aware tools — pull live alert metrics, trigger reruns, and inspect investigation context without leaving your own AI stack.

Product Updates
January 30, 2026

Winter 2025 Release: Chainalysis Integration, API V2, and Flag-Based Risk

Rose gains a Chainalysis integration, API V2, end-to-end case management, custom PDF reporting, and transparent flag-based risk assessments; Baley adds business-name matching and SOE classification controls.

Product Updates
August 21, 2025

Summer 2025 Product Update: Case Management, OneSchema, and Smarter Screening

Case management and OneSchema CSV uploads land in Rose, while Baley gains configurable PEP handling, location matching, and multi-point approvals — plus deeper audit trails across the board.

Product Updates
April 23, 2025

Q1 2025 Product Release: What's New Across Baley, Rose, and Sam

Hundreds of updates hit production this quarter — OSINT and API upgrades for Baley, blockchain investigations and multi-institution SOPs for Rose, and Sam officially out of beta.

Case Studies

How Rise Runs Transaction Monitoring Reviews Around the Clock

Rise put Rose behind its transaction monitoring queue — investigating alerts end to end in its existing stack, 24/7, with a documented rationale on every disposition. Here's how a review runs and what changed for the team.

Product Updates

Introducing the Axle Blog — and What We Built at Our Hackathon

We're launching the Axle blog — and kicking it off with a look at what we shipped during our internal hackathon: global search across Axle, a redesigned transactional email system, and this blog itself.

Insights
August 18, 2026

PEP Risk Rating: 4 Factors for PEP Customers

How to risk-rate PEP customers: four factors that drive the rating, what FATF Rec. 12 and US rules require, and how to treat former officials over time.

Insights
August 18, 2026

Continuing Activity Reports: When and How to File

FinCEN's 90/120-day continuing activity SAR timeline, what the October 2025 FAQs changed, and how to file: box 1c, Item 29/31 mechanics, and policy tips.

Insights
August 17, 2026

Structuring and Smurfing: Detection Patterns That Still Work

Structuring and smurfing detection patterns that still work: sub-threshold bands, cross-channel aggregation, funnel accounts, and SAR workflow tips.

Insights
August 17, 2026

AI Agents vs Rules-Based Monitoring

Where AI agents beat rules-based AML transaction monitoring, where they don't, and how to layer them without failing model risk review.

Insights
August 16, 2026

Model Risk Management for AI in AML: A Starter Framework

How SR 26-2 changes model risk management for AI in AML — scope, validation, effective challenge, and a starter framework for BSA officers.

Insights
August 16, 2026

OFAC Compliance Checklist for Fintechs

OFAC's five compliance components turned into a working checklist for fintechs — screening controls, testing cadence, and where AI screening fits.

Insights
August 15, 2026

High-Risk Customer Reviews: Building a Defensible Process

How to build a high risk customer review process examiners trust: cadence, triggers, evidence standards, decisions, and workflow design for EDD.

Insights
August 15, 2026

Transaction Monitoring Rules Tuning: A Practical Guide

How to tune AML transaction monitoring rules: baseline metrics, ATL/BTL testing, threshold changes, and the documentation examiners expect.

Insights
August 14, 2026

Common SAR Filing Mistakes That Trigger Regulator Questions

The SAR filing mistakes FinCEN and examiners flag most — narrative gaps, missed deadlines, aggregation errors — and how to fix each one.

Insights
August 14, 2026

Questions to Ask Any AI Compliance Vendor (Before the Demo)

A BSA officer's guide to AI compliance vendor evaluation — the model governance, audit trail, and pilot questions to ask before the demo.

Insights
August 13, 2026

Fuzzy Name Matching in Sanctions Screening, Explained

How fuzzy name matching works in sanctions screening: Jaro-Winkler, Soundex, edit distance, threshold tuning, and OFAC's calibration expectations.

Insights
August 13, 2026

What Is Transaction Monitoring? The 2026 Guide

What transaction monitoring is, how automated AML monitoring works, and how compliance teams tune scenarios, manage alerts, and hit SAR deadlines.

Insights
August 11, 2026

KYB vs KYC: Key Differences Explained

KYC verifies people. KYB verifies businesses and the people who own or control them. What each checks, which documents, and how the CDD Rule applies.

Insights
August 11, 2026

SAR Narrative 5 Ws: FinCEN Guidance Explained

FinCEN SAR narrative guidance explained: who, what, when, where, why and how, a three-part structure, and why the "why" is where most narratives fail.

Insights
August 10, 2026

Adverse Media Screening: Separating Signal From Noise

A risk-based approach to adverse media screening: scoping, source credibility, deduplication, and adjudication that cuts noise without missing risk.

Insights
August 10, 2026

The Real Cost of a Transaction Monitoring Alert

How to calculate cost per alert in AML, why false positives dominate the math, and which levers actually cut transaction monitoring spend.

Insights
August 9, 2026

Beneficial Ownership Verification: 6-Step Guide

Verify beneficial owners under 31 CFR 1010.230: the 25% ownership and control prongs, CIP-grade ID methods, a 6-step workflow, and the 2025 BOI change.

Insights
August 9, 2026

How to Pilot an AI Agent in Your Compliance Program

A practical framework for an AI pilot in AML compliance: scoping, shadow mode, model validation, and the go/no-go metrics that matter.

Insights
August 9, 2026

SAR Filing Deadline: 30 Days, 60 If No Suspect

A SAR is due 30 calendar days after detection, or 60 if no suspect is identified. The $5,000 threshold, continuing activity timing, and 2025 FAQ changes.

Insights
August 9, 2026

What Regulators Expect From AI in Transaction Monitoring

AI transaction monitoring compliance: what examiners expect, key guidance from FinCEN and the banking agencies, and how to run a defensible pilot.

Insights
August 7, 2026

How to Adjudicate a PEP Alert (Step by Step)

A step-by-step PEP alert adjudication workflow for AML teams: match validation, risk assessment, disposition, and documentation that stands up to exams.

Insights
August 7, 2026

NetReveal Alternatives: Augment or Replace?

Weighing NetReveal alternatives? A framework for choosing between augmenting or replacing legacy transaction monitoring, with regulator guidance.

Insights
August 6, 2026

What Triggers an EDD Review (and How to Run One)

What triggers an enhanced due diligence review, what FinCEN's CDD Rule requires, and a step-by-step EDD workflow for higher-risk customers.

Insights
August 6, 2026

Sanctions Screening False Positives: Why 95% of Hits Are Noise

Why sanctions screening false positive rates hit 95%, the root causes behind the noise, and how to cut alert review time without loosening thresholds.

L1 vs L2 alert review
Insights
August 4, 2026

L1 vs L2 AML Alert Review and Escalation

How AML alerts pass from L1 to L2: what L1 analysts close, what they escalate, what L2 decides, what the FFIEC expects, and where the handoff breaks.

KYB document checklist
Insights
August 4, 2026

The KYB Document Checklist for Business Onboarding

A practical KYB checklist for business onboarding: formation documents, beneficial ownership prongs, EDD triggers, and what changed under FIN-2026-R001.

Writing SAR narratives
Insights
August 4, 2026

How to Write a SAR Narrative (With Annotated Example)

How to write a SAR narrative FinCEN can use: the five essential elements, a three-part structure, an annotated example, and the errors to avoid.

Cutting false positives in transaction monitoring
Insights
August 4, 2026

Reduce False Positives in Transaction Monitoring

Cut transaction monitoring false positives: fix data quality, tune thresholds, segment customers, and add AI triage. Plus what FinCEN says about using AI.

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