Fraud systems design for dispute resolution and real-time alert triage, reducing risk and improving operational efficiency.
Cypress and Oak are internal fraud systems designed to support real-time fraud detection, investigation, and resolution at Citizens Bank.
Cypress is a dispute management platform used by fraud analysts and operations teams to investigate claims, process disputes, and guide resolution workflows often during live customer calls.
Oak is a real-time fraud alert system used by analysts to triage suspicious activity, take action on accounts, and prevent financial loss.
Together, these systems replaced fragmented, manual workflows with integrated, scalable tools reducing claim resolution time, improving accuracy, and strengthening fraud prevention capabilities.
Fraud workflows were fragmented, slow, and error-prone.
Teams relied on:
This created significant challenges:
For fraud alerts, analysts were working in a cumbersome third-party system that limited visibility, slowed decision-making, and made it difficult to take action efficiently.
These inefficiencies increased the risk of:
Designing Cypress and Oak required balancing usability with strict operational and regulatory constraints:
These constraints required designing systems that were both structured and flexible, guiding users while allowing them to handle complex, dynamic scenarios.
I led the end-to-end design of both Cypress and Oak, owning research, system design, and user experience.
My role included:
This work required close collaboration with cross-functional teams to ensure the system was both operationally effective and technically feasible.
Fraud investigation workflows were previously spread across multiple tools, requiring users to switch contexts and manually piece together information.
Decision: Centralize fraud workflows into a single, integrated platform.
I designed Cypress to:
This reduced friction, minimized duplicate work, and improved overall efficiency.
Fraud disputes vary significantly depending on type, requiring different steps, validations, and approvals.
Decision: Define structured, step-by-step workflows tailored to each dispute type.
I:
This approach:
Fraud operations required managing large volumes of cases across teams with different responsibilities.
Decision: Build a flexible system for assigning and tracking work across users and teams.
I designed:
This ensured:
Fraud alerts were previously handled in a third-party system that limited usability and slowed response times.
Decision: Redesign the alert experience to support real-time decision-making.
I designed Oak to:
This allowed analysts to:
Fraud systems must ensure that every action is traceable and compliant with regulatory requirements.
Decision: Embed compliance directly into the user experience.
I:
This reduced risk while maintaining usability, ensuring that compliance requirements were met without adding unnecessary complexity.
The redesign of fraud workflows through Cypress and Oak resulted in measurable improvements across efficiency, accuracy, and customer experience:
By replacing fragmented manual processes with integrated systems, this work: