The Future of Compliance is Smarter and Faster: Meet Hummingbird's New AI Agents and AI Assistant

Today, we're introducing the next evolution of Hummingbird AI with two new offerings that will transform how compliance operates: AI Agents that automate everyday compliance work and an AI Assistant that accelerates even the most complex investigations.

As a compliance leader, you're managing competing demands: tighter budgets, mounting pressure to do more, and the ever-present need to keep your program defensible. Too often, that pressure rolls downhill. As a result, investigators end up buried in the routine, yet essential, casework needed to keep your program running.

Hummingbird AI can help solve that persistent capacity problem. Not by replacing your investigators, but by enabling them to focus on the cases that actually require their instincts and judgment. That’s precisely what our new AI offerings do.

With Hummingbird AI, compliance teams can work smarter and faster: 

• Our AI Agents automate routine casework – from entity research to narrative writing to SAR filing – while keeping your team firmly in control. Every AI recommendation and action includes full context for your review and approval.
  
  
• Our AI Assistant is your investigators' co-pilot, working alongside them on the escalated cases. The assistant guides investigators through your procedures, surfaces insights, and helps them make more informed decisions.

Together, these offerings empower your investigators to do more of what matters. AI handles the volume, while your team manages the risk. The result is a compliance program that actually scales – allowing you to not only absorb an increasing workload but also achieve the same rigor, reasoning, and consistency as your best analyst across every case. Here’s how.

Automate casework with Hummingbird’s AI Agents

For most teams, a chunk of their caseload is routine reviews. The patterns across these types of cases are clear, the procedures are documented, and the data is all right there. The only problem is volume, and the manual effort of getting through it all.

Hummingbird's AI Agents handle that work automatically, while keeping your team in control with the right checks and balances throughout. Investigators can see the full reasoning behind every AI recommendation and action, and approve, modify, or override before anything moves forward. And because no two compliance programs are the same, AI agents are completely configurable to fit with your specific policies and procedures.

AI agents for the full spectrum of compliance work 

Hummingbird’s AI Agents are designed to automate work across your program’s practice areas. Whether your team is triaging alerts, completing due diligence, conducting AML or anti-fraud investigations, or filing regulatory reports, our agents can step in wherever the work is predictable and repeatable. 

By automating time-consuming research, preparation, and drafting work, your investigators can focus on what matters most: reviewing outputs and making risk-based decisions. 

Hummingbird’s AI agents can automate these tasks:

• Entity research: AI automatically compiles information from open-source intelligence, watchlists, past case history, and internal systems. This data is surfaced and cited directly in the case for your team to review and analyze.
  
  
• Case write-ups: AI drafts accurate, consistent narratives based on your case data and approved templates. Worried something might have gotten missed? AI runs automated checks to validate the completeness and accuracy of what’s been written.
  
  
• Documentation: AI takes the first pass at completing your reviews – filling in required fields based on case data. All analysts have to do is review the reasoning provided for each field and either accept or modify.
  
  
• Regulatory filings: AI prepares the SAR/STR report for your team’s review and approval. From there, Hummingbird handles submission to the FIU for you.

Investigate complex cases faster with a new AI Assistant

Complex investigations don’t follow a straight line. There's data to pull, patterns to find, transactions to analyze, and questions that lead to more questions. The faster your investigators can get the full picture, the faster they can make a confident decision. That's exactly what Hummingbird’s AI Assistant is built for.

Our AI Assistant works alongside your team on their toughest cases. It surfaces relevant case information, unearths patterns, and answers questions – arming your team with AI insights and helping them move faster.

By collaborating with the AI Assistant, your team can:

• Gather and connect the dots faster: Understand who is involved in a case, analyze transactions, check for high-risk jurisdictions, and more – without digging for that information.
  
  
• Dig deeper with chat conversations: Ask follow-up questions and explore threads worth pulling without losing their train of thought. Hummingbird’s AI Assistant keeps the full context of the case in view, so every answer builds on what's already been uncovered.
  
  
• Follow the right process, every time: Create custom templates based on your case types and internal procedures – so the Assistant can guide investigators through the exact steps required, offering insights to the key questions they need to answer.

See Hummingbird AI in action

At Hummingbird, we believe the future of compliance is automated – one where humans and AI work together to help compliance teams make better decisions, faster and more consistently.

Ready to see what that looks like for your program? Meet with our team to explore how our AI Agents and AI Assistant can transform the way your team works. You'll get a firsthand look at the solutions that innovative banks and leading fintechs – including Raymond James, Paxos, Grasshopper Bank, DraftKings, and Crypto.com – trust to automate their risk & compliance programs.

If you are a current customer, learn more by signing in to Hummingbird and visiting our help center or reaching out to our team at support@hummingbird.co.

 

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Not sure what AI means for your compliance program? Learn more in our interactive guide →