AI Agents for AML and KYC

AI agents for AML and KYC—embedded in governed Compliance workflows

RegTechONE brings AI agents directly into AML and KYC workflows to support investigations, document review, and data extraction within a governed execution framework. These agents operate as part of the workflow itself, helping teams use automation while maintaining traceability, oversight, and control.

Trusted by leading financial institutions around the world

AI Agents: Explainable, auditable, governed

AI in AML Compliance should operate within your workflow

AI agents in RegTechONE are not separate applications or overlays. They are embedded directly within governed workflows, where they perform specific tasks at defined points in the process. Each action—inputs, outputs, and decisions—remains part of the execution record, supporting traceability, oversight, and consistent system behavior.

Where AI agents support AML and KYC processes

Compliance teams drag agents directly into no-code workflows, placing automation at the point where work is performed. With RegTechONE, institutions achieve governed execution within investigations, reviews, and data processing—without breaking workflow continuity.

Document Review & Summarization

Summarization agent converts documents and images into clear, concise outputs for faster review and triage within workflows. This agent surfaces relevant information at the point of work while preserving the context needed for accurate, timely, and informed decision-making.

KYC & Onboarding Support

Entity-extraction agent identifies and structures key data, such as names, addresses, and ownership details, from onboarding materials within workflows. It supports consistent due diligence while preserving human judgment and accountability.

Data Extraction (OCR)

OCR agent extracts text from documents and images, and it converts unstructured content into usable data within workflows. This agent enables downstream actions and automation at the point of work without time-consuming manual re-keying or repetitive data entry.

Alert & Case Support

Reporting agent generates a consolidated view with an executive summary of the workflow and associated profile. It brings relevant information together within the workflow to support efficient, consistent, and review-ready decision-making across Compliance processes and teams.

Not a module. Not an overlay. Part of execution.

AI as a control, embedded across AML Compliance workflows

In RegTechONE, AI is not treated as a separate capability or add-on module. It operates as a control within the workflow, alongside the rules, triggers, and decision logic already defined by the institution.

That distinction matters. When AI is embedded as a control, it follows the same structure as the rest of the Compliance program: applied consistently, governed centrally, and fully auditable.

AI is not an overlay. It is part of execution.

No-code Execution

Drag-and-drop deployment—where the work happens

RegTechONE users deploy AI agents directly within no-code AML workflows using a drag-and-drop interface, placing automation exactly where work is performed.

Users place agents within workflows based on role and permission, keeping deployment aligned with institutional governance. This removes reliance on IT handoffs while preserving full oversight and control.

No-code in Compliance does more than enable flexibility. It enables governed execution.

Continuous Improvement Through Execution

Continuous improvement—grounded in institutional operational intelligence

AI agents in RegTechONE are not static. As they encounter new inputs and patterns, they improve their effectiveness over time—based on how your institution actually operates.

Every decision, action, and workflow step is captured as part of the platform’s operational record. This creates a foundation grounded in real Compliance processes, not generic assumptions.

As a result, agents improve within governed workflows—enhancing performance while maintaining full visibility, traceability, and control.

AI Agents in RegTechONE

AI agents in RegTechONE are task-specific components embedded within AML and KYC workflows. Each agent performs a defined function while remaining fully traceable to source inputs and workflow logic.

These agents are not general-purpose assistants. They are designed to execute specific steps within governed processes, ensuring outputs are consistent, reviewable, and aligned with institutional expectations.

The RegTechONE framework for governed, directed, and explainable intelligence

Stop evaluating AI features.

Start asking how they’re governed.

In this white paper:

Strategic partners in AML Compliance Solutions and GRC

Extend AI within your governed Compliance framework

Future capabilities will allow institutions to define and deploy their own agents aligned to their workflows, policies, and risk frameworks. These agents will operate within the same governed execution model—ensuring consistency, traceability, and control across AML and KYC processes.

RegTechONE supports this extensibility through its API-driven architecture, enabling integration with external systems and AI capabilities. These integrations operate within the governed workflow layer—ensuring external inputs do not bypass institutional controls or execution logic.

Looking ahead: Build your own agents

Help us understand your challenges and your ideal solution, and we will show you how RegTechONE can deliver for you.

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Bring AI into your Compliance workflows

AI in AML and KYC should operate within the workflow—governed by Compliance.

With RegTechONE, AI agents operate where the work happens—supporting execution, maintaining governance, and strengthening Compliance outcomes.

Request a demo to see AI agents operating inside real AML and KYC workflows.

Discover the ease and power of RegTechONE