Threat Detection in Cloud Data Platforms

Threat Detection in Cloud Data Platforms

Translating advanced detection logic into an intuitive admin experience.

Translating advanced detection logic into an intuitive admin experience.

Translating advanced detection logic into an intuitive admin experience.

Role: UX Product Designer | Duration: 1 month and keep going

Role: UX Product Designer | Duration: 1 month and keep going

Role: UX Product Designer

Duration: 1 month, and keep going

Overview

Overview

As part of my work at Zing Studio, I led the UX design of a new security feature for Silk, a cloud data platform that helps enterprises run high-performance workloads in the public cloud.


The project required integrating a sensitive, system-level feature into an existing product used by large-scale organizations. It involved translating technical complexity into a scalable, intuitive experience for platform administrators.

As part of my work at Zing Studio, I led the UX design of a new security feature for Silk, a cloud data platform that helps enterprises run high-performance workloads in the public cloud.


The project required integrating a sensitive, system-level feature into an existing product used by large-scale organizations. It involved translating technical complexity into a scalable, intuitive experience for platform administrators.

Challenge

Challenge

This was a newly introduced capability with no prior user interface and it needed to be fully integrated into Silk’s existing platform architecture. The main challenges included:

This was a newly introduced capability with no prior user interface and it needed to be fully integrated into Silk’s existing platform architecture. The main challenges included:

Designing within an established platform UI with existing patterns and constraints

Ensuring clarity and control for users managing sensitive configurations

Supporting large-scale operations, applying settings across hundreds of resources

Avoiding confusion or error during critical administrative workflows

Providing traceability and audit readiness for enterprise environments

Designing within an established platform UI with existing patterns and constraints

Ensuring clarity and control for users managing sensitive configurations

Supporting large-scale operations, applying settings across hundreds of resources

Avoiding confusion or error during critical administrative workflows

Providing traceability and audit readiness for enterprise environments

The key design goal was to give users confidence and control without adding unnecessary friction.

The key design goal was to give users confidence and control without adding unnecessary friction.

Design Process

Design Process

Scope Definition

Scope Definition

Aligned with product and engineering to understand user needs, technical limits, and platform context.

Aligned with product and engineering to understand user needs, technical limits, and platform context.

UX Strategy & IA

UX Strategy & IA

Mapped how the feature fits into the existing UI, defining navigation, visibility, and flow hierarchy.

Mapped how the feature fits into the existing UI, defining navigation, visibility, and flow hierarchy.

Interaction & Prototyping

Interaction & Prototyping

Created scalable, high-fidelity screens focusing on clarity, control, and system-state feedback.

Created scalable, high-fidelity screens focusing on clarity, control, and system-state feedback.

Cross-Team Collaboration

Cross-Team Collaboration

Worked closely with cross-functional teams to refine edge cases and hand off a development-ready prototype.

Worked closely with cross-functional teams to refine edge cases and hand off a development-ready prototype.

Outcome

Outcome

The prototype was approved by Silk’s product leadership and incorporated into the release planning process, supporting ongoing collaboration between product, engineering, and QA. While development is still in progress, the design provides a scalable foundation that supports both current needs and future feature growth.

The prototype was approved by Silk’s product leadership and incorporated into the release planning process, supporting ongoing collaboration between product, engineering, and QA. While development is still in progress, the design provides a scalable foundation that supports both current needs and future feature growth.

Reflection

Reflection

This project exemplified the balance between product integrity and usability.
Designing within a complex system meant thinking beyond screens about roles, scale, system state, and trust.

My focus was on giving users the confidence to make high-impact decisions, with clarity and control every step of the way.

This project exemplified the balance between product integrity and usability.
Designing within a complex system meant thinking beyond screens about roles, scale, system state, and trust.

My focus was on giving users the confidence to make high-impact decisions, with clarity and control every step of the way.

Share your thoughts, or just

Share your thoughts, or just

Create a free website with Framer, the website builder loved by startups, designers and agencies.