Building a Cross-Cloud Data Collaboration Platform

Category

Enterprise SaaS (Web)

My Role

Product Designer

Client / Company

Snowflake

Scope of Work

DISCOVERY

UX Audit

Heuristic Evaluation

IDEATION

Stakeholder Workshops

Design Strategy

User Journey

Information Architecture

Wireframing

DESIGN

UX Design

UI Design

Visual Language

Design System

Prototyping

Usability Testing

Goal

Simplifying Data Sharing Experience for Enterprises

The product aimed at providing a secure way for the multiple parties to share their data through cross cloud data warehouses that guarantees its privacy, security and governance - Cleanrooms. Enterprises can run analytics and complex AI / ML workloads without their data getting physically copied. It allows the users to perform complex tasks with easy to use Web UI as well as Developer Edition.         

   

Our goal here was to elevate user experiences within the realm of data collaboration platforms, outshining competitors by designing interfaces that seamlessly guide users through the complexities of data cleanrooms. Through collaborative exploration and the utilization of a low-code platform, we made sure to provide users with intuitive tools that offer clarity and direction, setting a new benchmark for usability and efficiency in the industry.

Keeping up with an Evolving Product: Understanding Complex Workflows & Laying Down the Foundations

The foundational concepts around the project kept on changing as the product evolved. As designer, It was important for me to document these changes so as to come up with more optimised workflows. I created concept diagrams to understand the different entities in the process of cleanroom creation, worked on updating the userflows and went back to the drawing board to create some low-fi wireframes to generate better ideas around structure and layout.

Structuring Information: Making Sense Out of Chaos

The product dealt with heavy data coming from different clouds along with the various operations that could be performed on it. It was important to show all pieces of information but also making sure that it doesn't overwhelm the users. We explored different page and card structures for the same and came up with ideal layouts which depicts all the necessary information in an organised and well structure format

Standardised experience for multiple integrations

There are various other tools that users are using for data security and collaboration. The product aimed to integrate those applications without making it challenging for the users. We have helped in providing a similar interface and experience without making it difficult for the users to interact. Providing consistency with the other various application with regards to the concepts, terminologies etc has been very challenging.

Nudging User's Journey: Creating a seamless FTUX

Considering the complex nature of the product, it was the need of the hour to craft a walkthrough experience for the first time users. When the users onboards the web-app, there are a lot things they need to setup before they jump into the actual workspace. We already had a 'Help Center' to help users during the middle of their journey, but for newly onboarded users it was necessary to tell them about what they should be doing next by nudging them to do certain tasks.


We came up with different experiences based on what stage they are in the onboarding process. We designed them in a way that they could revisit these set of instructions anytime during their journey in the web-app.

Visualizing Information

One of the most prominent feature of this tool is to let users perform certain analysis on their own data as well as on the collaborator's data. These analysis yeild results which helps the organisation to understand their performance in the market on various aspects. In order for them to quickly synthesise these results, we made sure to give it a visual appeal rather than keeping it heavy on text/data. This helped the users to consume the information quickly and take prompt actions on these insights. We also provided them with an ability to download these insights

Impact

2 x Customers

The prompt design solutions and seamless workflows of the product resulted in increase of customer count by two folds in a span of 2 years

Company Acquisition

Impressed by the intuitiveness and the growth of the product in such a short time, the industry's biggest player 'Snowflake' acquired the company and yet they chose to keep us as design partners

Available for work

Back to top

Back to top

Let's create
something
extraordinary
together.

Let’s make an impact

Avatar of the website author

Ishan Bhatnagar

Product Designer

Bengaluru

Contact me

ishan.uxd@gmail.com

Hit me up if you’re looking for a fast, reliable Product Designer who can bring your vision to life

Copyright © Ishan Bhatnagar, 2025

Created by

Profile portrait of a man in a grey shirt

Ishan Bhatnagar

Available for work

Back to top

Back to top

Let's create
something
extraordinary
together.

Let’s make an impact

Avatar of the website author

Ishan Bhatnagar

Product Designer

Bengaluru

Contact me

ishan.uxd@gmail.com

Hit me up if you’re looking for a fast, reliable Product Designer who can bring your vision to life

Copyright © Ishan Bhatnagar, 2025

Created by

Profile portrait of a man in a grey shirt

Ishan Bhatnagar

Available for work

Back to top

Back to top

Let's create
something
extraordinary
together.

Let’s make an impact

Avatar of the website author

Ishan Bhatnagar

Product Designer

Bengaluru

Contact me

ishan.uxd@gmail.com

Hit me up if you’re looking for a fast, reliable Product Designer who can bring your vision to life

Copyright © Ishan Bhatnagar, 2025

Created by

Profile portrait of a man in a grey shirt

Ishan Bhatnagar