Mobile Fraud Detection Solution
Continuous protection for mobile platforms, built for the way modern fraud actually moves.
By combining behavioral analytics, device intelligence, and real-time policy enforcement, our mobile fraud detection solution secures every type of mobile interaction, from in-app purchases and peer transfers to account login and session activity, without creating friction for legitimate users.
Why it matters
Mobile is now the primary fraud surface, and legacy tools are not keeping up
Fraudsters follow users. As mobile became the dominant channel for payments and banking, it became the dominant target. The tools built for desktop and branch environments were not designed for what mobile fraud looks like today.
Mobile channels are increasingly targeted
Fraudsters are exploiting mobile payment channels using stolen credentials and device spoofing techniques that bypass standard authentication controls. The attack surface is wider than ever and continues to expand as mobile becomes the default interface for financial activity.
A single compromised transaction has cascading consequences
A single compromised mobile transaction can trigger chargebacks, direct financial loss, and damage to customer confidence that takes far longer to rebuild than the transaction took to process. The cost of inaction extends well beyond the immediate incident.
Legacy tools fail in modern mobile environments
Conventional fraud tools were not built for the complex, multi-layered threats present in modern mobile ecosystems. They lack the behavioral and device signal coverage needed to detect the techniques attackers now use routinely against mobile apps and payment flows.
How it works
Five layers of protection, from session start to case closure
Mobile fraud is multi-dimensional. Skylight addresses it across behavioral, device, transaction, policy, and investigation layers, working together in real time from the first interaction to the final resolution.
Behavioral Pattern Analysis
Track typing patterns, gesture behavior, session duration, and navigation flow to power mobile app fraud detection. Human behavior generates a consistent and unique signature; automated attacks and session hijacking do not, and those differences are detectable in real time.
Transaction Context Monitoring
All financial activity is monitored through mobile commerce fraud detection techniques that flag suspicious patterns in purchases, peer transfers, and in-app payments. Transaction risk is scored in the context of the full session, not as an isolated event, giving your team a richer and more accurate picture.
Device Intelligence and Fingerprinting
Gather device characteristics, operating system version, network signals, and app environment data to detect anomalies at scale. Device fingerprinting identifies rooted handsets, emulators, and spoofed environments that fraudsters use to disguise their tools as legitimate user devices.
Policy Automation and Orchestration
Customizable policies allow the mobile fraud detection tool to trigger step-up authentication, block actions, or alert security teams automatically based on risk score. Responses are calibrated to the severity of the signal, keeping the experience seamless for low-risk sessions while stopping high-risk ones immediately.
What sets us apart
Designed to integrate, configure, and explain itself
Skylight connects to your mobile stack via SDK and API, lets your business users configure risk logic without raising engineering tickets, and makes every alert decision fully transparent to the team acting on it.
Mobile fraud prevention only works if it can see the signals that matter. That requires deep integration with your app environment from day one, not after a lengthy development cycle. Skylight is built to be operational quickly, so your coverage is immediate rather than eventual.
Seamless SDK and API integration
Connect to mobile SDKs and login systems via API without significant engineering overhead. Skylight is operational in your mobile environment quickly, so your detection capability is not delayed by a drawn-out integration project before it can see any signals.
Custom rule sets, no coding required
Business users can configure rule sets to reflect changing risk appetite without writing code. Fraud and operations teams adjust thresholds, define new triggers, and test changes independently, keeping your detection logic in step with the threats you are currently seeing.
Cloud-native and scalable
The platform operates in cloud environments and scales with user growth without performance trade-offs. As your mobile channel expands, detection speed and accuracy are maintained regardless of transaction volume, so your protection never falls behind your growth.
Fully explainable risk signals
Risk signals and alert reasons are fully explainable to support incident triage and user support. When an analyst reviews a flagged session or a customer queries a declined transaction, the reasoning behind every decision is available in plain language, not buried in a model output.
Use cases
Coverage across every mobile fraud scenario
From payment fraud and account takeover to bot mitigation and incident investigation, Skylight addresses the full range of threats your mobile channel faces.
Transaction fraud prevention
Assess every mobile payment in real time using transaction context, behavioral signals, and device reputation. Suspicious patterns in wallet top-ups, peer transfers, and in-app purchases are flagged and acted on before funds leave the account, not discovered in a reconciliation report.
Account takeover protection
Identify unauthorized login attempts and session hijacking events using device fingerprinting and behavioral anomaly detection. A genuine user returning to a familiar device looks fundamentally different from an attacker using stolen credentials, and those differences are detectable from the first interaction.
Bot and automation mitigation
Block scripted behavior and credential stuffing attacks before they succeed by detecting the behavioral and timing signatures that automated tools generate. Bots operating at scale produce patterns that are consistent and identifiable; Skylight surfaces them in real time so your team can respond before accounts are compromised.
Incident management
Capture full session data, device logs, and risk score history for every flagged incident, packaged and ready for fraud investigation and remediation. Investigators open a case with the evidence already assembled, reducing time to resolution and improving the quality of outcomes across your fraud operations team.
Protect your mobile business with advanced fraud detection
Request a full demonstration, start a trial, or speak with one of our fraud prevention specialists about the threats your mobile channel is facing today.
