Unifying smart building operations into an intelligent, role-adaptive IoT command platform.
Executive Summary (Quick Scan)
The Challenge
Facility managers and field technicians were juggling 5 disjointed legacy tools, WhatsApp groups, and paper work-orders, causing SLA breaches and 40% maintenance delays.
The Solution
Designed an end-to-end IoT platform featuring SLA-urgency Kanban dispatch, one-handed mobile task logging, and hierarchical sensor anomaly monitoring.
The Impact
40% faster SLA resolution, 87% technician mobile app adoption, and 30% reduction in operational overhead across managed sites.
Sensor BMS-89 · Mechanical Room B2
Tower A · Floor 14 Sensor
Quarterly PM · North Wing AHU-08
Cafeteria Pantry · Sensor W-12
Substation Sub-01 · AI Flagged
01 · The Context & Domain Friction
InfinityCore (InfinityOmnia) serves as the operational backbone for enterprise real estate and smart commercial facilities across the Middle East and India. It unifies high-frequency service desk tickets, real-time IoT BMS sensor telemetry, predictive maintenance schedules, and asset lifecycle tracking.
The platform operates in a high-stakes environment where cooling system failures, elevator outages, or power anomalies directly impact tenant safety and trigger hefty contractual SLA penalties.
02 · Problem Space & Conflicting Mental Models
Facility operations were fragmented across disparate legacy software and manual workarounds, creating cognitive overload and communication black holes.
Tool Fragmentation
Managers navigated 5 disconnected systems for tickets, BMS sensors, contractor billing, and equipment registries.
Field Execution Friction
Technicians in mechanical basements lacked mobile tools, relying on paper checklists and chat groups that delayed status reporting.
Alert Fatigue
Existing BMS consoles displayed uniform red alarms for both minor sensor drift and catastrophic pump failures, leading to ignored alerts.
User Personas Mapped
Core Goal: Maintain 99.9% facility uptime and ensure 100% SLA compliance across vendor contracts.
Major Friction: Drowning in raw data with no high-level urgency ranking.
Core Goal: Resolve assigned equipment faults quickly with minimal manual reporting.
Major Friction: Gloves on, spotty basement Wi-Fi, complex multi-screen enterprise forms.
Core Goal: Track portfolio health, energy savings, and operational expenditure.
Major Friction: No automated compliance reporting without manual team exports.
03 · Discovery & UX Principles
Discovery Inquiry
Conducted 4 weeks of on-site contextual inquiry shadowing 8 facility managers and 12 field technicians across commercial properties. Mapped end-to-end task flows from sensor trigger to executive audit sign-off.
Key Insights
Field technicians don't want dashboards, they need offline-first, one-thumb task checklists. Facility managers don't want more alerts, they need automated criticality triage.
Design Principles
- •Progressive Disclosure: Show only the data relevant to the active user role.
- •One-Handed Mobile Execution: All core field actions reachable within thumb zone.
- •Differentiated Criticality: Distinguish informational telemetry from emergency faults visually.
04 · Core Feature Iterations & Trade-Offs
Real product decisions showing what failed in early testing and how we solved it.
SLA-Urgency Kanban Dispatch Engine
Legacy lists sorted tickets purely chronologically, hiding critical HVAC and power failures beneath routine requests.
Engineered a time-decay Kanban interface with color-graded urgency rings (Breach in <30m, <2h, Scheduled) and auto-escalation alerts.
Slashed high-severity SLA response time by 40%.
One-Handed Field Mobile Task Logging
Technicians carrying toolboxes and wearing gloves struggled with multi-tab modal forms on mobile devices.
Built a vertical thumb-reachable bottom sheet with tactile status toggles (En Route → In Progress → Resolved) and voice-to-text note capture.
Drove 87% technician field adoption within the first 30 days.
3-Tier IoT Sensor Telemetry & Anomaly Triage
BMS dashboards bombarded operators with uniform alarm beeps, triggering alert blindness and missed equipment over-temperatures.
Structured a 3-tier hierarchy: Green (Optimal) → Amber (Predictive Drift) → Red (Critical Threshold Breach) with recommended SOP action paths.
Reduced false-positive alarm investigations by 55%.
05 · Design System & Scalability
Infinity Core Tokens
Comprehensive enterprise component library designed for high information density, dark/light plant room modes, and AA accessibility.
06 · Business & User Impact
"Delivered an enterprise-grade IoT platform that unifies operations and sets a new UX benchmark in facilities management."
InfinityCore successfully replaced fragmented legacy software across dozens of enterprise commercial complexes. Field teams gained effortless task tracking, while management gained automated operational visibility.
07 · Retrospective & What I'd Do Differently
"If I were to lead this project again, I would integrate the IoT telemetry data schemas earlier in discovery. Because the hardware sensor schema changed in month 5, we had to re-architect certain telemetry visualization widgets. Establishing tighter cross-discipline API contracts earlier would have saved two design iteration sprints."