Actionable AI

Accelerate fraud prevention and compliance decisions with Actionable AI

Automate, detect, respond, and scale without compromising your controls.

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Fixed Agentic AI

Predictive machine learning models meet generative and agentic AI


Whether you’re stopping fraud at origination or automating compliance work behind the scenes, Alloy helps you apply AI where it matters most. Catch more fraud and cut busywork to focus on growth.

Agentic fraud and compliance intelligence
 

AI Assistant

Automate operationally-heavy work and eliminate manual friction in risk and compliance workflows.

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Predictive fraud intelligence 
 

Fraud Signal

Score customer risk to surface suspicious behavior throughout the full customer lifecycle.

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Predictive fraud intelligence 
 

Fraud Attack Radar

Detect coordinated fraud attacks at account origination across your entire portfolio.

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Agentic AI built to help you make faster risk decisions

Agentic AI that lives inside your fraud and compliance workflows.

Alloy ai assistant website feature

Alloy's AI Assistant

Minimize bottlenecks with faster, more confident decisions 

Spend less time investigating each case while adhering to AML, KYC, and CRA requirements.

Alloy’s agentic future: Building agentic AI tools for risk and identity

Machine learning
Faster application reviews

Understand why an application is pending and what should happen next. AI-generated summary analyses pull from data, policies, and prior actions, so you don’t have to track them down.

Magnify case
Investigation prep

Uncover insights you might otherwise miss, like identifying trends across multiple cases and explaining anomalies clearly. Enact decisions to progress investigations, with every step captured with a complete audit trail.

Globe
Watchlist hit triage

Focus your time where risk is highest. AI Assistant conducts research on watchlist alerts and links to supporting sources so you can quickly separate true hits from false positives.

Case management
Automated KYB & KYC research

Run business research, website analysis, registration checks, and UBO verification at onboarding and beyond. The AI Assistant synthesizes findings with Alloy’s internal data to recommend a review decision. 

Designed to scale with you

The AI Assistant is a platform-wide solution built to extend across every surface of the Alloy platform. It supports a growing range of actions from AI-powered analysis and KYB/KYC acceleration to fraud and AML investigations, policy optimization, and fraud attack remediation.

Predictive machine learning models that stop fraud in its tracks

Meet our proprietary machine learning models.

Alloy Fraud signal website feature

Fraud Signal

Stay on top of risk with predictive ratings that span the full customer lifecycle

Most fraud tools look at behavioral or identity data in isolation. Fraud Signal connects customer signals across time and context for more accurate decisioning.

Benchmark
Catch suspicious behavior

Pinpoint risk that might seem benign in isolation by factoring in the entire customer journey — from onboarding through account activity.

Gauge
Customer-level risk scoring

Evaluate a customer’s risk with a single score that reflects overall behavior, not one-off events. Fraud Signal aggregates risk signs across onboarding, account activity, and transactions.

Decisioning
Decisions with fewer disruptions

Distill signal from noise. Fraud Signal helps you reduce unnecessary friction for legitimate customers while giving high-risk activity the attention it deserves.

Refresh
Adaptive risk modeling

Adapt to new fraud tactics by learning from historical and emerging patterns. Fraud Signal helps your team stay ahead without constantly rewriting rules.

FAR blog hero

Fraud Attack Radar

Contain coordinated fraud attacks while keeping your application funnel open

Fraud Attack Radar is designed to identify coordinated fraud attacks as they appear in your origination funnel, then helps your team respond in real-time by enabling safe-mode controls.

Alloy introduces actionable AI tool: Fraud Attack Radar

Fraud alert
Real-time attack detection

Protect growth without taking channels offline. Timely notifications flag suspicious activity earlier so you can take prompt action to contain risk.

Security
Rapid containment

Secure channels with automated safe-mode or targeted controls. Keep legitimate customers moving while streamlining back-office operations.

Data
Instant insights

See attack velocity, scope, and impact at a glance. Get explainable insights and leading indicators to help inform your next steps.

Folder
Portfolio-wide visibility

Stay on top of your funnel’s health with an evolving portfolio-level risk score. Connect thousands of applications to see systemic risk patterns in-motion.

AI that’s native to Alloy’s identity and fraud prevention platform

Alloy’s machine learning models and AI Assistant operate on the same data, policies, and customer history as your identity and fraud prevention workflows. You can even bring your own third-party and internal AI models to our platform.

User

Deep data foundation: Powered by rich identity signals and insights from Alloy’s unique position in the industry

Atom

Identity-centric by design: Stop bad actors before money moves by connecting fragmented data under a central interface

Network

Holistic view: Policy-makers and agents operate on richer context, referencing real policies, past decisions and agent actions, and customer history

Multiple apps

Actionable insights: Close the loop between decisioning and action. Deploy fallback workflows and understand the policies in place

An integrated system of orchestration and intelligence, powered by a rich data marketplace

Data ecosystem

  • Access, structure, and permission data from nearly 100 third-party vendors
  • Choose from hundreds of solutions through our open orchestration model

Orchestration engine

  • Block high-risk customers from completing actions
  • Auto-trigger step-up or flag cases for manual review
  • Flexibly adapt controls and swap data sources as needed

Intelligence layer

  • Score risk in real time at the portfolio and customer level
  • Detect patterns that rules alone are not able to capture
  • Automate workflows, cut investigation time, and strengthen oversight.

Rise above the noise

Actionable AI delivers real-world value — not just informational alerts

Learn how Alloy’s clients leverage actionable AI

Edge
Edward Campiani – Chief Compliance Officer at EDGE

Alloy's AI Assistant saves me a significant amount of time and gives me the confidence to quickly review and close watchlist alerts based on the insights it provides.”

Stash Logo
Risk and Compliance Team at Stash

"Fraud Signal delivers the precision and speed necessary to intercept emerging fraud, effectively augmenting the capabilities of our existing controls and leading to a tangible enhancement of our overall risk coverage."

Cambridge
Jacob Salkovitz – VP, Consumer Product Team Leader at Cambridge Savings Bank

"Not only will [Fraud Attack Radar] notifications allow us to take quick action and contain potential risk, they'll help us save time and resources in the long term so our teams can focus on having a unified and holistic view of identity within the Alloy platform."

Did you know?

99% of financial institutions and fintechs use machine learning and/or AI as a part of their fraud prevention system.

Download the 2026 Fraud Report

Fraud report ai feature alloy

Actionable AI FAQs

Alloy uses portfolio- and account-level machine learning models to assess customer risk in real time. These models analyze identity, behavior, and activity signals to detect anomalies as they emerge, from coordinated onboarding attacks to downstream fraud. This approach allows teams to apply AI flexibly — combining models trained on historical fraud data with adaptive intelligence that surfaces new and evolving attack patterns.

Alloy pairs AI-powered detection with automated response workflows. Once risk is detected, actions like safe-mode policies, step-up checks, and investigations can be triggered in real time, allowing teams to control exposure while minimizing disruption to good customers.

Fraud Attack Radar (FAR) is a specialized AI fraud detection tool that is purpose-built to spot large-scale fraud attacks in your onboarding funnel. FAR connects patterns across applications to sound the alert when a financial organization is experiencing a coordinated attack. By using FAR within the Alloy platform, you can immediately contain mass-scale threats and remediate impacted channels while keeping legitimate customers moving forward in the funnel.

Sometimes, a fraud problem becomes too complex for static decision trees or rule-based systems. In situations like these, multiple weak indicators can combine into a high-risk pattern that no single data solution could detect alone. 

Fraud Signal is a machine learning fraud model that scores risk at the customer level, looking beyond single transactions to capture behaviors across a customer’s application, account, and interactions. It works by combining real-time onboarding data, behavioral signals, and both monetary and non-monetary activity, enabling it to adapt continuously to new tactics and reducing false positives. Fraud Signal can help uncover patterns such as account takeover attempts, money mule activity, and new account fraud.

The Alloy AI Assistant is a native AI agent that delivers a set of actions across fraud and compliance workflows. Rather than deploying separate tools or copilots, Alloy provides one cohesive assistant that works across onboarding, investigations, and ongoing risk management. It’s designed to handle operationally heavy, non-predictive workflows that require completing many interconnected tasks. Alloy’s AI Assistant works in tandem with Alloy’s decisioning engine, using context from workflows to help prioritize high-risk alerts and progress decisions forward.

Alloy’s AI Assistant is designed to bring agentic automation to any action driven by a standard operating procedure (SOP), giving teams the option to delegate any manual step in the application and investigation review process to AI. It can help reviewers triage alerts, gather and check information, and directly implement suggested next steps — all with built-in controls, explainability, and auditability. With predictive intelligence handling probabilistic decisions (e.g., fraud scoring), Alloy’s agentic intelligence expedites procedural work that can’t be straight-through processed (e.g., investigations, data summaries, and verifications).

Alloy reduces manual reviews by automating clear decisions and routing only edge cases to analysts. Data enrichment resolves ambiguity upfront, while intelligent prioritization focuses teams on the highest risk files. Built-in explainability and step-up verification help self-resolve when possible. This shifts fraud and compliance teams from high-volume processing to higher-value investigations. It also makes it easier for these organizations to add on new products and scale operations without adding risk.

Additional Reading

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