What It Does
Roe is an agentic fraud and AML investigation platform designed for financial institutions and regulated businesses handling high volumes of fraud, dispute, KYC/KYB, and AML cases. Rather than replacing an existing risk stack, it sits on top of data warehouses, risk providers, case-management systems, CRMs, and even legacy web applications.
Its main value is investigation automation. Roe can gather structured and unstructured evidence, follow organization-specific procedures, produce cited dispositions, and return findings to existing workflows. For example, an AML analyst could send a flagged transaction to Roe, have it investigate customer and transaction data alongside external evidence, document each finding with its source, and return an audit-ready case for analyst review.
At a Glance
| Field | Details |
|---|---|
| Category | Fraud and AML investigation platform |
| Primary workflows | Fraud, disputes, AML, KYC/KYB, sanctions, adverse media |
| Deployment | Single-tenant AWS, GCP, Azure; on-premises available |
| Browser automation | Browser agent for web applications without APIs |
| Data sources | Data warehouses, risk providers, internal systems, web applications |
| Security | SOC 2 Type II, HIPAA, GDPR |
| Access controls | RBAC, SSO, SCIM |
| Auditability | Immutable per-case audit trail with export capability |
Key Features
- Investigates fraud, dispute, AML, KYC/KYB, sanctions, and adverse-media cases.
- Combines SQL data with PDFs, websites, images, social sources, and call recordings.
- Generates dispositions with citations to underlying fields, documents, and queries.
- Follows organization-specific SOPs, typologies, policies, and audit formats.
- Operates browser-based investigations across applications without APIs.
- Supports versioned policies and replaying historical cases against different versions.
- Deploys in single-tenant environments with customer-managed encryption keys available.
Best For
- Automating high-volume first-pass fraud and AML investigations.
- Collecting evidence across fragmented internal and external data sources.
- Producing traceable case narratives for analyst and QA review.
- Extending investigations into legacy portals without building integrations.
- Scaling compliance operations without replacing an existing risk stack.
Pros & Cons
| Pros | Cons |
|---|---|
| Works across existing systems, including applications without APIs. | Pricing is not publicly disclosed, so cost suitability requires a sales process. |
| Combines structured and unstructured evidence in one investigation. | The platform appears primarily suited to enterprise and regulated organizations. |
| Strong auditability with cited evidence and immutable case logs. | Full deployment may require substantial configuration around policies, data, and governance. |
| Supports private-cloud and on-premises deployment options. | Roe focuses heavily on investigation, so organizations seeking a complete detection stack may need additional tooling. |
| Versioned policies support controlled compliance workflows. | Published performance figures are vendor-reported deployment benchmarks rather than independent tests. |
Alternatives & Comparisons
| Alternative | Best For | Key Difference |
|---|---|---|
| Unit21 | Unified fraud, AML detection, investigation, and reporting | More explicitly combines detection, monitoring, investigation, and regulatory workflows in one platform. |
| Sardine | End-to-end fraud, AML, identity, and transaction risk | Offers broader risk infrastructure, including device intelligence, consortium data, transaction monitoring, and investigations. |
| Hawk | AI-powered AML, fraud detection, and investigation | Combines transaction monitoring, screening, fraud prevention, and an AML investigative agent. |
Roe fits the market particularly well as an investigation automation layer that can operate across an existing financial-crime stack rather than forcing a complete replacement. Choose Roe when investigation depth, evidence traceability, and compatibility with existing systems matter more than consolidating every detection function into one platform.
Frequently Asked Questions
Is Roe a replacement for an existing fraud or AML system?
No. Roe describes itself as a layer over the existing stack, reading data from current systems and posting investigation results back into existing workflows.
Can Roe work with applications that have no API?
Yes. Roe provides a browser agent that can operate on legacy consoles, partner portals, and internal web applications.
Does Roe provide an audit trail?
Yes. The platform describes an immutable audit trail that records prompts, sources, and decisions and can be exported to a GRC system.
Does Roe handle both structured and unstructured data?
Yes. Roe says its investigations can combine SQL data with documents, images, websites, social sources, and call recordings.
How does Roe compare with broader financial-crime platforms?
Roe emphasizes the automation of investigations and integration with an existing stack. Platforms such as Unit21, Sardine, and Hawk place more emphasis on combining detection, monitoring, investigation, and other financial-crime functions within their own platforms.
Overall Rating
| Category | Score |
|---|---|
| Performance | 9.0/10 |
| Ease of Use | 8.0/10 |
| Feature Set | 9.1/10 |
| Workflow Fit | 9.3/10 |
| Overall | 8.9/10 |
Roe is a strong fit for regulated organizations that want to automate deeper investigations without rebuilding their existing fraud and compliance infrastructure.
Final Verdict
- Best for: High-volume fraud and AML teams automating evidence-heavy investigations.
- Avoid if: You need a fully integrated detection, monitoring, and reporting platform from one vendor.
- Biggest strength: Deep investigation automation combined with cited evidence and existing-stack compatibility.
- Best alternative: Unit21 for organizations wanting broader unified fraud and AML infrastructure.
