Defensible investigations for AML, Risk and Compliance.

AI Investigators for

Helps risk and compliance teams investigate across internal systems, documents, websites, transactions, and past cases.

app.roe-ai.com/aml/inv_1767304620206
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SAR filing guidance
EDD review process
All Runs92
L1 AML Investigation
La Morenita Market
ABC Imports LLC
KYC / EDD18
Fraud Investigation12
Merchant Onboarding8
SnowflakeLive
LexisNexisLive
ActimizeLive
SalesforceLive
IntercomLive
JS
John Smith
Compliance Analyst
ALT-2024-0001 · High Average Ticket Size
La Morenita Market · MCC 5411
Investigation Summary
References
Key Findings
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Where teams use Roe

KYC / EDD

Reviews sanctions, PEP, and adverse media hits against account history
Resolves true matches from false positives with cited evidence
Closes the case with a risk-rated recommendation and audit trail
Connects to your stack
EDD Review Agent
Case #EDD-4821
Complete
Screening hit from World-Check
Sanctions screening: no true match
Adverse media: partial match, evidence cited
PEP screening: clear
Source of funds: flagged for review
EDD complete. Risk-rated recommendation with 8 cited sources filed.

L1 Transaction Investigation

Analyzes 12+ months of transactions for structuring, velocity, and round-dollar patterns
Traces counterparty networks and fund flows across linked entities
Writes the SAR narrative with citations so L2 can review and file
Connects to your stack
AML L1 Agent
Case #AML-7203
Complete
TM alert from Actimize, structuring rule
Structuring pattern: 14 sub-threshold deposits
Velocity spike: 3.2x 90-day baseline
Counterparty in high-risk jurisdiction
Business plausibility confirmed
L1 complete. SAR narrative with 12 citations ready for L2 review.

Fraud Investigation

Classifies 1st-party vs. 3rd-party using device, payment, and behavioral signals
Cross-references chargeback history, disputes, and account velocity
Returns a clear classification with documented rationale, ready to action
Connects to your stack
Fraud Agent
Case #FRD-1190
Complete
Chargeback dispute, $2,340 transaction
1st-party fraud: high confidence
Device fingerprint mismatch with account
3 prior chargebacks in 90 days
Transaction velocity within normal range
Deny recommended. Rationale with 6 evidence points ready for review.

Merchant Onboarding

Verifies merchant identity, business legitimacy, and beneficial ownership
Flags laundering indicators, prohibited categories, and website mismatches
Delivers a documented risk assessment to approve, condition, or decline
Connects to your stack
Onboarding Agent
Case #MRC-0455
Complete
New merchant application, electronics retailer
Business profile and website mismatch
Non-compliant product category detected
UBO verification passed
Public records: no adverse findings
Conditional approval. 2 items flagged for follow-up, 5 findings documented.

Built for real investigations, not alert summaries

Work just like your Senior Analyst
Company
TechSource Solutions LLC
Transaction Volume
$2.8M
Agent Running
Step 0 / 147
00:00

Other AI Agents

Roe AI Agents

Other AI Agents

Summarizes alerts without actually investigating them.

Roe AI Agents

Investigates every entity, pattern, and trend until the case is complete.

Other AI Agents

No visibility into how decisions are made.

Roe AI Agents

Provides rich evidence labels that reference specific fields.

Other AI Agents

Can't analyze unstructured data like websites, docs, or call transcripts

Roe AI Agents

Analyzes structured and unstructured data including websites, socials, documents, calls transcripts, and geolocations.

Other AI Agents

Doesn't learn from feedback without manual work.

Roe AI Agents

Learns from your feedback through Roe's proprietary memory layer.

Other AI Agents

6+ month integrations with no native connectors.

Roe AI Agents

Takes 4 weeks to integrate with 20+ native data connectors.

Investigation, the tired way.
Starts from scratch for every alert.
Checks 10-20 data sources, lost in millions of transactions, activities, searches.
Relies on memory or spreadsheet to recall similar patterns of historical cases.
High alert volume leads to burnout and turnover.
Investigation, the Roe way.
Follows your SOPs and remembers past cases.
Analyzes and reasons through thousands of structured and unstructured data points
Memory that recalls patterns from years of past cases.
Reduces burnout so investigators can focus on real risk.

From alert or case to decision in minutes

Every sentence is backed by data evidence
Data Warehouse Transactions, accounts
Transaction Monitoring Alerts, rules, thresholds
Case Management History, dispositions
Public Data Sanctions, PEPs, news
CRM Data Customer profiles
Ingest
AI-powered analyst
Execute
1
Catch Alert Prioritize by risk
2
Investigate Gather evidence
3
Take Action Decide & document
Other AI Agents
Summarizes alerts without actually investigating them.
No visibility into how decisions are made.
Can't analyze unstructured data like websites, docs, or call transcripts
Doesn't learn from feedback without manual work.
6+ month integrations with no native connectors.
Roe AI Agents
Investigates every entity, pattern, and trend until the case is complete.
Provides rich evidence labels that reference specific fields.
Analyzes structured and unstructured data including websites, socials, documents, calls transcripts, and geolocations.
Learns from your feedback through Roe's proprietary memory layer.
Takes 4 weeks to integrate with 20+ native data connectors.
12x
More data screened than solutions
91%
Faster time-to-decision
4-week
Average integration time
Table listing four checks: Geo-velocity with a red cross and note '+2,500mi > 5 min' from Sardine; Device consistency with a red cross and 'New Android device' from Sardine; Transaction behavior with red cross and '$1,239 / 5 min' from Roe; Email verification with green check and 'Verified 94 days ago' from Persona.
Explainable decisions
Each case includes a clear reasoning trail, showing how data was analyzed, which SOPs were followed, and why a conclusion was made.
Dashboard table listing unresolved cases with status icons, including account takeover fraud and suspicious transactions.
Autonomous research
Let our agents run SQL queries, search the web, and explore patterns without you having you to direct them.
Dashboard section titled 'Card not present fraud' showing status as active, assigned to 4 agents, and owned by user, with SOP logic description for identifying and resolving alerts on fraudulent Card-Not-Present transactions.
Understand unstructured data
Roe reasons through PDFs, images, and websites to extract context and classify risk.
Table showing account activity with columns for Date, Method, Amount, and Status, listing transactions from 9/9/2025 to 9/11/2025 including credits and debits with statuses Pending and Complete.
Human accuracy. Superhuman speed.
Roe agents triage alerts, eliminate 90% of false positives, and learn continuously from analyst feedback.
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"Roe is essential for our complex risk workflows and provides invaluable components to enhance our robust risk detection system."
Risk Manager
Affirm
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“Roe has been a game changer and an incredible partner. Roe has scaled our compliance operations by reducing cost, improving data classification accuracy, and faster turnaround times.”
Alexander
Risk @ Crossmint
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Zero data retention
No training on your data. Configurable retention policies. Deploy in your own VPC.
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Single-tenant deployment
Roe provides single tenant private VPC deployment on cloud providers.
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Role-based access control
Control who can access data and agents with flexible role-based permissions.
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Security and Compliance
Roe maintains security controls to stay SOC2, HIPAA, and GDPR compliant.
See what Roe can do for your team
Book a 30-minute demo tailored to your workflows.
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AML Transaction Monitoring Compliance Risk Intelligence AML Transaction Monitoring Compliance Risk Intelligence
SANCTIONS KYC PEP SCREENING OFAC BSA SANCTIONS KYC PEP SCREENING OFAC BSA
Snowflake Salesforce Plaid Stripe Snowflake Salesforce Plaid Stripe
Databricks AWS MongoDB PostgreSQL Databricks AWS MongoDB PostgreSQL
Marketplace Compliance
Merchant Onboarding
Enhanced Due Diligence
SAR FILING
Wire Transfers
Fraud Detection

See what Roe can do for your team

Book a 30-minute demo tailored to your workflows.