Riskified Launches ARIA AI Assistant to Transform Ecommerce Fraud Data into Instant Insights

Riskified has launched ARIA, a conversational AI tool designed to streamline how ecommerce merchants interact with fraud data. By enabling natural language queries within its risk intelligence platform, Riskified aims to eliminate the manual bottleneck of data extraction, allowing fraud teams to convert complex metrics into actionable insights and executive-level reports in seconds.

What was announced

Riskified introduced ARIA (AI Risk Intelligence Analyst), a generative AI capability integrated directly into the Riskified Control Center. The tool is designed to address the data fatigue often experienced by fraud and risk teams who manage vast amounts of transaction information. Instead of exporting files, building manual reports, or waiting for external analysis, users can ask ARIA questions in plain language to receive immediate data-backed responses, complete with supporting charts and tables.

The functionality allows merchants to drill into specific performance trends, analyze shifts across different geographical regions or payment methods, and identify emerging patterns in order data. ARIA utilizes Riskified’s existing metrics alongside a merchant’s specific reporting logic to ensure the output is relevant to their unique business environment. This allows teams to move from insight to action by using the uncovered data to inform decisions directly within the platform. Users can also ask follow-up questions within the same conversation to refine their analysis.

Security is a central component of the architecture. ARIA operates within Riskified’s secured infrastructure, translating natural language into queries rather than processing or storing raw merchant data in an external environment. The underlying AI model does not have access to personal customer information (PII). This integration is intended to help merchants bridge the gap between fraud, identity, policy, and dispute workflows by making risk intelligence more accessible to non-technical users and executive leadership. ARIA is built and operated by Riskified as a native part of the platform, rather than a third-party layer.

"ARIA is a powerful resource for executive-level communications, providing rapid insight into the underlying drivers of data and decision outcomes. Its ability to articulate complex events and findings in plain language makes it an invaluable asset for creating concise, impactful summaries,"

Laura Beleganski, Manager Ecommerce Operations & Digital Care Center of Excellence at Ace Hardware Corporation.

The companies involved

Riskified (NYSE: RSKD) is a global specialist in ecommerce fraud detection and risk intelligence. The company provides a platform that uses machine learning to distinguish between legitimate customers and fraudulent actors, helping merchants increase approval rates and reduce the costs associated with chargebacks and manual review. Riskified has established itself as a key player in the risk management space, often partnering with major financial institutions and retailers to optimize the checkout experience. The company's technology is designed to handle the scale of global ecommerce, processing millions of transactions to identify subtle indicators of fraud that traditional rule-based systems might miss.

Ace Hardware Corporation, a prominent user of the Riskified platform, is a major American hardware retailers' cooperative. As a massive retail entity with a significant digital footprint, Ace Hardware manages complex ecommerce operations that require robust fraud prevention and data analysis tools. The involvement of Ace Hardware in the rollout of ARIA highlights the tool's utility for large-scale merchants who must communicate risk metrics across various departments, from operations to executive leadership. Riskified’s expansion into conversational AI reflects a broader trend of integrating generative capabilities into specialized fintech software to improve user efficiency and data democratization.

What FF News has reported before

FF News has closely followed Riskified’s recent developments in the AI and fraud prevention sectors. We previously covered how Kogan Boosts Approval Rates to 98% and Saves $1.5M Annually with Riskified AI, demonstrating the tangible financial impact of the company's core technology. Additionally, we reported on the Riskified and Marqeta Partner to Boost Card Authorization Rates and Slash False Declines, a collaboration aimed at refining the payment authorization process. Our reporting on the Riskified 2026 Travel Study: AI Adoption Surges While Security Friction Drives 53% Booking Abandonment and the Riskified Analysis: Travel Fraud Surges 32% as Fraudsters Outpace Traditional Security Signals highlighted the growing sophistication of global fraud and the increasing merchant reliance on automated intelligence.

What this means

The launch of ARIA signals a shift in the fraud prevention market from passive detection to active intelligence. For years, the industry has focused on the "black box" of AI decisioning, but merchants are now demanding transparency and the ability to interrogate that data without needing a data science degree. By lowering the barrier to entry for complex data analysis, Riskified is putting pressure on legacy fraud providers who still rely on static dashboards and manual reporting exports. The move raises a critical question for the sector: will conversational interfaces become the standard for all fintech back-offices, or will security concerns regarding generative AI limit its adoption among more conservative financial institutions?