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Hummingbird AI

AI agents for
financial crime compliance

Your best investigators weren't hired to drown in routine casework. With Hummingbird AI, they don't have to. Our AI agents automate routine reviews – and when a complex case calls for your team's expertise, our AI Assistant helps them investigate smarter and faster.

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Trusted by innovative financial institutions to fight financial crime

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Why Hummingbird AI

Your team and AI, working together

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AI handles the volume. You manage the risk.

Let AI handle the routine work – so your team can do what they do best: managing complex investigations and risk-based decisions.

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Built for your program – not just any program

Compliance isn’t one-size-fits-all. Your AI shouldn’t be either. Get AI tailored to your procedures and validated to your standards.

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Transparency and control by design

Compliance AI has to stand up to scrutiny. Every action that Hummingbird AI takes is explainable, documented, and audit-ready.

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A dual approach for your program

Automate and accelerate
with Hummingbird AI

AI Agents

Use Hummingbird's AI Agents to automate routine casework, from entity research to narrative writing. Built-in oversight keeps your team firmly in control.

AI Assistant

Meet your team's AI co-pilot that works alongside them on their investigations. Armed with AI insights, analysts resolve even the most complex cases faster.
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Entity research

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Researching a subject shouldn’t mean switching between a dozen tools. Automatically compile information from intelligence, watchlists, past case history, and internal systems. Everything’s surfaced and cited directly in the case, so you can get straight to work.

Case write-ups

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Writing up narratives is the most time consuming aspect of most investigations. Automatically generate accurate, consistent narratives based on your case data – and following your approved templates. Automated checks ensure nothing gets missed.

Documentation

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Manually filling out fields for straightforward cases is time your investigators could be spending elsewhere. Let AI automatically fill in the review and document what's already in the case data. Your team's job? Verifying the reasoning and approving.

SAR filing

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Clear-cut SARs shouldn't require the same effort as complex investigations. Use AI to automatically prepare reports for your team to review. Once approved, let AI handle the rest – from populating the form to electronic submission to the FIU.

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AI agent oversight

Your AI agents,
with you in control

Human oversight isn't a checkbox – it's embedded throughout. See the AI's full reasoning at each step, with the ability to accept, refine, or override the AI before moving forward. Built-in QA/QC workflows ensure AI outputs are optimized to your standards.

AI Assistant

AI assistance on
every investigation

Hummingbird's AI Assistant helps you cut through the complexity of your investigations. Ask questions, follow threads, and uncover patterns across case data. The AI Assistant can even guide you through your procedures, offering insights to key questions you need to answer.

 

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Use cases

For the full spectrum of compliance work

Alert triage

Alert
Triage

Automatically triage alerts – and instantly route escalations to analysts for review.

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Due
Diligence

Rapidly assess customer risk with AI that screens sanctions and watchlists and conducts research.

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AML Investigations

Accelerate investigations, from analysis to findings, with more time to spend uncovering real risk.

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Regulatory Reporting

File SARs 10x faster. AI populates, validates, and submits – you review and approve.

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Integrations & APIs

Ready to connect to your compliance stack

Seamlessly connect existing tools and data sources – from screening and OSINT providers to your CRM, data warehouse, and internal systems – so Hummingbird AI has everything it needs to get to work.

Designed for trust

You control how AI is deployed

You control how AI is deployed

Not just who uses it, but how – required approvals, escalation paths, and QA checkpoints. All configured to your policies.

Data privacy

Your data stays yours

We don’t train on your data, and no data is retained by third-party model providers. You’re protected at every level.

Auditability

A compliance-grade audit trail

Hummingbird automatically tracks how and where AI is used. You get a complete history for easy auditability.

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Get in touch

Curious what AI could do for your compliance program? We'd love to show you.

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