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Insights on design process, UX research, and lessons learned from building products across different industries.

55 articles published

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30 min read

From Noise to Signal: The Art of Triage in IIoT Alert Systems

Manufacturing facilities generate 650-800 alerts/shift, leading to alert fatigue and missed critical warnings. Learn the 3-Axis Triage Framework: Impact (safety/cost risk), Urgency (time to failure), Ownership (who responds). Includes multi-modal notification design, suppression logic, smart acknowledgment. Case study: 96% alert reduction (720→28/shift), 100% elimination of missed critical alerts, 4,858% ROI.

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29 min read

Taming the ERP Hydra: A UX Framework for Consolidating Supply Chain Planning Views

Enterprise planners waste 65% of time gathering data from 5-10 systems. Learn the Unified Planning Cockpit framework: 4 Core Metrics (Inventory, Receipts, Orders, Lead Time), traffic light conditional formatting, sparkline trends, automated constraint identification, and drill-down navigation. Case study: 98% faster decisions (4.2 hours → 8 min), $13.3M annual benefit, 4,979% ROI.

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28 min read

Digitizing the SOP: UX Strategies for Compliance and Error-Proofing on the Assembly Line

Paper SOPs cannot enforce, verify, or prove compliance. Learn the Error-Proofing Triangle: Sequential Enforcement (locked progression, timer-based steps), Visual Confirmation (barcode scanning, photo verification, sensor integration), and Audit Trail (immutable logs, cryptographic verification). Includes case studies showing 100% error reduction, 80% compliance cost savings, and 21,717% ROI.

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26 min read

The 5-Minute Fix: Designing Predictive Maintenance Dashboards for Shop Floor Technicians

Predictive maintenance dashboards fail when designed for analysts, not technicians. Learn the 5-Minute Fix framework: 3-tier alert triage (Critical/High/Scheduled), single dominant status indicators, integrated visual SOPs, fault tree diagnostics, and AR/voice interfaces. Includes case studies showing 78% faster time-to-action, $1.18M annual savings, and 79% reduction in unscheduled downtime.

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