OTP Bank
Real-time fraud monitoring
Qualysoft delivered a real-time fraud monitoring platform that scores transactions, triages alerts, and streamlines investigations — cutting false positives, accelerating response, and strengthening compliance across digital and card channels.
Build a centralized platform to detect, prioritize, and investigate fraudulent activity in real time across multiple channels and products
OTP Bank needed to move from siloed controls and manual reviews to a unified, real-time detection capability.
The platform had to connect to internal systems and third-party scoring engines, support adaptive rules, provide investigator tooling with strong audit trails, and scale elastically during traffic peaks.
In the same time, the platform needed to align with the latest security and privacy standards.
Key results
- Real-time scoring and alerting for card, e-banking, and payments.
- Fewer false positives through adaptive rules and ML-model integration.
- Faster investigations with a unified case-management console and workflow.
- End-to-end auditability for internal controls and regulatory reviews.
- Cloud-native reliability and scale with containerized microservices.
Qualysoft solution
- Real-Time Detection & Scoring — Spring Boot microservices ingest transaction events via REST, apply rules and call external scoring models; suspicious activity is flagged instantly.
- Alert Triage & Case Management — Angular web app for analysts with queues, playbooks, evidence timelines, annotations, and role-based approvals; link to customer and account context.
- Adaptive Controls — Centralized rules editor with AB testing and versioning; API hooks to plug in ML models for high-risk patterns and device/behavioral signals.
- Integrations & Data — Oracle as the system of record for alerts, decisions, and audit logs; connectors to core banking, card switches, e-banking, KYC/identity, and third-party intelligence.
- Reliability & Scale — Containerized services on Docker/Kubernetes with autoscaling, health checks, and blue/green deployments; centralized logging, metrics, and tracing.
- Quality & Compliance — Automated tests (unit, API contract, regression), configurable retention policies, full audit trails, and separation of duties for investigator actions.
Results
- Reduced false positives and alert fatigue through better rules precision and model-assisted scoring.
- Faster time-to-decision with prioritized queues, playbooks, and one-click dispositions.
- Higher recovery and prevention rates via real-time interdiction (block/step-up auth) and post-event workflows.
- Operational transparency with complete auditability of alerts, actions, and outcomes.
- Future-ready platform that onboards new channels and models without disrupting production.
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Replacing a batch fraud stack with real-time?
We've done it end-to-end at Tier-1 scale. Let's talk architecture, rules engines, and the reference data model.
