Transforming Industrial Operations into a Unified Platform
Designed core workflows for managing industrial assets, investigating operational incidents, and monitoring equipment performance across large-scale energy infrastructure.



Designing for Operators, Engineers, and Administrators
The platform supported complex industrial operations, but workflows were fragmented across multiple services and exposed technical system structures rather than operational mental models.
Operators monitoring steam pipelines, field engineers repairing pumps, and administrators provisioning keys struggled with disjointed screens and variable interaction schemas.
To redesign the experience, I:
- 01/Defined user archetypes and specialized sub-archetypes across operational levels.
- 02/Mapped core end-to-end operational workflows from discovery to maintenance closure.
- 03/Identified relationships between equipment assets, alerts, user permissions, and custom reports.
- 04/Created a clean, modular information architecture structured for future platform growth.
Asset Modeling Creating a Digital Representation of Physical Infrastructure
Asset Modeling became the foundation of the platform, allowing organizations to represent equipment, facilities, and operational dependencies digitally.
I designed interfaces that coordinate physical assets and virtual sensor models. By linking physical nodes to digital entities, operators can trace upstream dependencies instantly and visualize how a single valve failure impacts the broader pipeline network.
Embedded prototype
Telemetry Studio
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Incident Management Turning Operational Failures into Structured Workflows
Operators needed a clear way to identify, investigate, and resolve incidents across distributed infrastructure.
Instead of simple alert feeds that create cognitive noise, I created structured investigation flows. These paths automatically aggregate asset history, telemetry graphs, and active work orders, moving operators from passive observation to fast, targeted action.
Reduced ambiguity during incident investigation and created a standardized operational process.

Operational Visibility Dashboards & Reporting
Industrial teams generated massive amounts of operational data but lacked clear visibility into asset performance.
I designed a reporting and analytics layer that transformed telemetry into actionable insights. By combining dashboards and reports together, users can monitor sensor feeds in real time and generate regulatory custom reports with a single click.
Operational Data
BackInvestigation Statistics
QuantityReliability statistics
QuantityOperational Data
BackIncidents by Measurement Systems
QuantityInvestigation Statistics
QuantityReliability statistics
QuantityIndustrial Rule IDE Administration & Governance
Industrial IDE for digital twin operations.
A model-driven operations platform that connects telemetry, asset relationships, and operational logic into one system for monitoring, decisions, and automation at scale.
It sits between SCADA, Digital Twin, Asset Management, and Observability systems.
Unified model, logic, and operations layer
Monitor
Asset health
Model
Relationships
Define
Automation logic
Investigate
Incidents
Deploy
Rules safely
Design System Scaling Multiple Products Through Shared Foundations
To support rapid platform growth across independent product teams, I initiated and led the implementation of a shared design system.
By standardizing common interaction blocks — tables, data filters, telemetry charts, and modal warnings — we established a unified language that ensured design quality and sped up delivery times.

Platform Transformation
Unified workflows
Coordinated asset tracking, incident triage, and reporting into a single operational interface, eliminating service isolation.
Simplified processes
Transformed complex industrial workflows into intuitive views mapping operator and engineer mental models.
Scalable foundations
Established clean UX standards and grids that lay the groundwork for future product expansion.
Accelerated development
Enabled product teams to build and ship consistent, production-ready interfaces using a shared system.
Reduced decision lag
Placed asset hierarchy context inline to minimize the risk of destructive data overrides.