Avitas Systems, a Baker Hughes & GE venture

Leveraging AI & Robotics to Rebuild an Industrial Inspection Platform

Avitas, launched as a GE venture in 2017 and later acquired by Baker Hughes, aimed to revolutionize industrial inspections through automation, robotics, and AI. Their cloud-based platform integrated real-time monitoring, drone inspections, and advanced analytics, enhancing safety, speed, and cost-efficiency for industries like oil & gas, power, and energy.

As the first and sole UX designer for the initial 1.5 years, I transformed the engineer-built system into a user-friendly, scalable platform, enhancing UI consistency, usability, and workflows. These improvements boosted sales prospects by 35%, enabling inspectors to work more efficiently and make smarter, data-driven decisions.

Timeline

Aug 2017 - July 2018

Role

Sr. Staff UX Designer

Team

0.5x UX Teammate

2x Executives

6x PM’s

4x Data Scientist

20x Backend + Frontend Dev

2x Customer groups

Impact

Increase development efficiency by 40%

boosting sales prospects by 35%

Constraints

Limited design resources

Build from ground up

THE PROBLEM

Fragmented Workflow, Inconsistent Design, Poor Usability, Lack of Essential Capabilities

Inspectors faced a frustrating workflow, repeatedly re-entering and searching asset data across Dashboard, Inspection, and Report features. The platform lacked essential tools like search, filtering, and contextual insights, resulting in a disjointed, inconsistent experience. For industries needing continuous monitoring, this made extracting insights and taking action inefficient.

Before
Custom dashboard A
Asset Inspector Page
Custom dashboard B
Inspection detail page
What Works 💚

Key Features Identified:
Dashboard: High-level summaries provide essential overviews.
Inspection: Visuals and details of problem areas are crucial for analysis.
PDF Report: Meet regulatory, repair, and daily stand-up needs.

Custom-Tailored to Customers’ Needs Based on Industry

What Doesn’t ❌

Inconsistent Design: Messy, unstructured screens built by engineers without design guidance or global CSS.
Context Loss: Platform failed to maintain context across features, disrupting workflows.
Lack of Search & Filtering: No efficient way to locate relevant data quickly.
Incomplete Reporting: No effective way to visualize or find historical reports.
No Scalable Strategy: The team relied on building one-off demos, wasting time and effort without a cohesive, scalable approach.

DESIGN GOALS
01. Creating a Consistent, User-Friendly Interface
02. Ensuring Seamless Navigation Across Features
03. Design Efficient Search & Filter
04. Building a Centralized, Timeline-Based Reporting System
DISCOVERY

Stakeholder Interview

To achieve these design goals, I began by interviewing six PMs individually, each managing different customer accounts and industries. Their unique perspectives provided valuable insights into the platform’s purpose and target users.

Using this feedback, I created a concept map that aligned business goals, defined target personas, and visualized how existing features and workflows were interconnected.

Customer Interviews and site visit

During my site visits, I spoke with both subsea and land inspectors to understand their workflow, needs, and pain points. Here's what I found:

Frustrating Reporting Process: Land inspectors rely heavily on reports for daily tasks, regulatory requirements, and reviewing historical data. The current system is slow, manual, and lacks an easy way to view historical data.

Critical Offline Mode: Subsea inspectors often face low or no connectivity, making offline access essential. They need all relevant information downloaded to their devices to work effectively.

Fast Asset Identification & Alerts: Both subsea and land inspectors need quick access to asset details and the ability to identify issues early to prevent catastrophic events.

Journey Map

After speaking with stakeholders and interviewing customers, I created a journey map and shared it with both internal teams and customers to ensure everyone was aligned and could clearly identify gaps in the current system. This process helped me pinpoint the key areas that needed improvement, including the Dashboard, Inspection, Report, and Search & Filter functionalities.

Persona

Customer interviews conducted through site visits helped me identify and define a target personas.

DESIGN

Sketches

Based on findings above, I started sketching of the concepts

Persona

After the initial design exploration and workshop, my design colleague joined the team, and we worked together, splitting up features to refine and improve each key area.

Inspector report
Inspector Concept Map
Dashboard asset details expanded
IA & Nav expanded
search and filter
Inspection by date
Inspection list view
Inspection image view
Inspection details
Inspector report
Inspector Concept Map
Dashboard asset details expanded
IA & Nav expanded
search and filter
Inspection by date
Inspection list view
Inspection image view
Inspection details

Design Workshop

During the design session, I led a workshop with the cross-functional team to walk through concepts for each feature.

I gathered feedback on product needs and feasibility to quickly align, gain buy-in, and refine the designs.

Design Component & Specification

Once the design was finalized, we started building the design system and main component libraries, using the Material Design system as our foundation.

Image Carousel
Inspection Findings Panel
Date Picker
FINAL DESIGN

Fully CSS-driven UI for faster development and consistent styling

Scalable design applicable across oil & gas, power, and renewable energy industries

Added contextual relevance and customizable navigation

Centralized reporting with preview-before-download feature

Timeline-based report viewing for better data accessibility

Context preserved across pages to enhance user experience

FINAL DESIGN

Adopted the layout from broader time design

Replaced general time blocks with company-specific ones

Added options to select time blocks by weekday, weekend, and custom settings to accommodate both part-time and full-time candidates

IMPACT

Transforming the Platform with Scalable Design

The redesigned platform received highly positive feedback from internal teams and customers. Making it fully CSS-driven significantly improved speed, consistency, and scalability across various industries. The new design became a standout sales demo, boosting sales prospects by 35% across multiple sectors.

100%

Positive Internal and customer feedback

35%

boosting sales prospects across multiple sectors.

Fully CSS-driven UI

Improved performance

Scalability across various industries

REFLECTION

Working as the only designer supporting PMs across various industries was challenging. I was balancing tight timelines for ongoing customer POCs while developing a scalable platform for multiple industries. This experience taught me to be proactive, adaptable, and flexible in different situations.

It also reinforced the importance of research. Even though PMs were domain experts, building a scalable solution requires diverse perspectives. Talking to the product team is essential to understand their needs, but it's not enough. Research is crucial to truly uncover pain points and identify opportunities.

Cross-collaboration and involving everyone in the journey are key to a project's success. Without digging into real problems, even the best design proposal is meaningless if it doesn't genuinely help users.