Atonix Digital Product Design Visual Design Enterprise AI / ML

Monitoring and Diagnostics.
Early issue detection.

Monitoring and Diagnostics enables early detection of issues, providing operators with real-time visibility and predictive insights to take timely action.

Role
Senior Designer and Researcher
Scope
Research, Product + Visual Design
Domain
Asset Performance Management
Asset360 Alerts view

The initiative. Update legacy UI with quick UX wins.

Reliability engineers need to identify issues early to prevent downtime and maintain optimal performance of assets.

Monitoring and Diagnostices was an application inside Atonix's Asset 360 software suite, providing insights to industrial, power, and utility operators to monitor their assets' performance and diagnose potential issues before they escalated into critical problems.

The Alerts view wasn't actionable.
That was only half the problem.

Heuristic analysis revealed a UI too complex for anyone outside the power user tier. Actions buried in context menus, dialogs covering the data, and real accessibility gaps. Worse, alerts, chart exploration, and asset issue creation operated in complete silos. No clear path from spotting an alert to taking action on it.

The same architectural slot — the right panel — solved differently across four Task Centers before DesignOI existed

Research validated problems and uncovered a new one.

The silo problem was real and blocked any workflow. We validated the accessibility failures and surfaced a clear opportunity. Connect alerts to associated issues and give users a direct call to action to create an issue on the alerting asset.

Research also uncovered the model retraining problem. 15–30 minute build times, common failures, zero feedback. Engineering took that finding and ran with it.

DesignOI color ramp, type scale, and button specification

This wasn't just a redesign.
It introduced a new architecture.

We built:

The shell introduced a consistent structure: a navigation rail between Task Centers, a main content area, and a right panel for contextual actions. The remaining views were ported in as iframes while new-UI work continued on the rest of the platform.

Figma and Storybook List Components

Actions where users needed them.
Data visible when decisions had to be made.

Faster Development. Consistent Implementation. One source of truth.

80%
Faster model training builds.
"Screening alerts is so much faster. My day is no longer tied up in triage. I have more time for diagnosis."
–M&D Analyst feedback

Small team. Fast loop.
Every voice was heard.

Product and engineering leadership reviewed the navigational model, the shell, Task Centers, and structure that would organize the platform redesign.

Once that direction was set, the research readout went company-wide. Sharing what research uncovered and why the Alerts redesign was the right place to start.

WHO WAS IN THE ROOM

Engineering Leadership Product Leadership Entire Company
LEADERSHIP REVIEW

Navigational Model Review

Presented the shell architecture and Task Center taxonomy to product and engineering leadership establishing the structural vision for the platform redesign before any execution began.

COMPANY-WIDE READOUT

Research findings

Presented research findings and the case for prioritizing Alerts to the entire company. This bilt broad visibility and trust in a research-driven roadmap, not just leadership sign-off.

The Shell scaled. Four Task Centers.
One Platform.

The Alerts Task Center proved the model. What started as a proof of concept became the architecture for the full Asset360 platform. Each Task Center built on the same shell, the same navigation rail. One pattern. Four workflows. A redesigned platform.

Figma and Storybook List Components

What one screen proved.

The alerts Task Center didn't just fix a UI — it established the pattern the entire Asset360 platform was rebuilt on. The shell architecture, the navigation rail, the contextual right panel — all of it came from proving the model on one high-visibility screen first.

What worked well

The Alerts Task Center was a proof of concept that validated the new Asset360 platform. Winning credibility on a single, visible problem created the organizational trust needed to propose a platform-wide redesign.
Research surfaced problems that weren't on anyone's radar. The model retraining inefficiency wasn't a design problem but design research found it, and engineering solved it for an 80% reduction in build time.
Connecting siloed views changed the nature of the product. Surfacing associated issues directly on an alert and giving users a path to create an issue without leaving the view turned a passive data display into an actionable workflow tool.
The Task Center taxonomy gave the whole team a shared language. Naming the pattern made it easier to design for, build to, and communicate across the organization.

What's next

Formalize the Task Center taxonomy as a documented navigational standard so future product surfaces can be added to the shell without revisiting foundational decisions.
Deepen the AI insight layer within each Task Center, building on the contextual right panel as the surface where AI-generated recommendations surface and actions are taken.
Validate the connected workflow, alert to issue resolution, with reliability engineers under real operational conditions to measure time-to-resolution improvements.
Complete the Asset360 UI refresh across all Asset360 solutions. Monitoring and Diagnostics, Program Management, Performance Analysis, Risk Assessment, and Investment Planning
Let's talk about your
next big idea.

I'm currently open to new design leadership roles. Whether you're building something ambitious or improving what you already have, I'd love to connect.

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