ACG
A Human-Centered IoT Experience for Digital Manufacturing
• Product UX Design • IoT Dashboard Design • Interaction Design • Data Visualization
ACG operates in a data-intensive manufacturing environment where machines generate continuous streams of real-time information.
While the technology was robust, the experience was not. Teams struggled to interpret data quickly, leading to delayed decisions and reduced operational efficiency.
ACG needed an IoT platform that didn’t just collect data—but translated complexity into clarity.
The Challenge
Like many industrial IoT systems, the platform prioritised system capability over human usability. This resulted in:
- Information-heavy dashboards with low signal-to-noise ratio
- Critical insights buried beneath layers of data
- Interfaces that demanded attention instead of supporting decisions
The challenge was to design an experience that matched the pace and pressure of manufacturing environments.
Our Solution
We designed the platform around how people think and act on the shop floor, not around machines.
- Role-Based Experiences: Interfaces tailored for operators, supervisors, and leadership ensured focus and relevance at every level.
- Action-Oriented Dashboards: Data was structured to highlight exceptions, anomalies, and trends—enabling faster responses.
- Intuitive Data Visualization: Machine data was transformed into visual patterns that could be understood at a glance.
- Workflow-Aligned Interfaces: Designs mirrored real manufacturing workflows, reducing friction between insight and action.
- Scalable Design System: A modular UI framework was created to support future expansion without UX debt.
Key Features
The platform was designed with features that support fast decisions, reduce cognitive load, and scale with evolving manufacturing needs. Each element was thoughtfully crafted to fit naturally into existing workflows, without adding friction or complexity. The result is an experience that feels dependable, intuitive, and ready for the realities of the shop floor.
Real-Time Machine Monitoring
Live visibility into machine performance and status
Alerts & Exception Handling
Proactive notifications for anomalies and downtime
Operational Health Indicators
Quick signals for machine efficiency and utilisation
Scalable Modular UI
Adaptable to new machines, metrics, and integrations
The Outcome
Here’s how our human-centred design transformed everyday operations and empowered users across the system.
- Faster decision-making on the shop floor
- Reduced cognitive load for operators and supervisors
- Improved visibility across operations
- Higher adoption driven by clarity and usability
Final Thoughts
Digital manufacturing succeeds when systems respect human attention. By designing IoT experiences that prioritise clarity over clutter, we helped ACG turn data into a daily decision-making ally. Outcome: A scalable, human-centred IoT platform built for real-world manufacturing.
Works
