Case Studies
The following cases document actual implementations. Results reflect specific circumstances; outcomes vary based on baseline efficiency, operational complexity, and implementation scope.
Quick Service Restaurant Chain
450+ outlets | 18 monthsInitial Condition
Energy costs varied by 40% between outlets of similar size and configuration. No explanation existed. Monthly utility bills—450 paper documents—required two weeks to compile.
Implementation
Phase 1 focused on data centralisation. Automated bill ingestion captured utility data from all outlets within 30 days. No sensors deployed. Analysis identified kitchen exhaust systems and HVAC setpoints as primary drivers of variance.
Documented Outcomes
IoT Deployment: Sensors deployed at 50 outlets (11% of portfolio) where real-time monitoring would add value. Cost approximately 11% of blanket deployment.
Automotive Component Manufacturer
12 plants | 14 monthsInitial Condition
OEM customers required verified carbon footprint data. Each plant had different metering, energy sources, and reporting practices. Annual emissions compilation required six months and consistently drew audit findings.
Implementation
Data centralisation integrated utility records, solar generation, DG consumption, and CNG meters. Carbon accounting module applied emission factors with documented methodology. Analysis identified compressed air systems consuming 23% more than benchmark.
Documented Outcomes
Commercial Real Estate Portfolio
28 buildings | 12 monthsInitial Condition
Tenant billing relied on estimated consumption, creating disputes. ESG rating agencies required data that didn't exist in consolidated form.
Implementation
BMS integration across all properties. AI models established baseline patterns and developed usage-based allocation for tenant billing.
Documented Outcomes
Cold Chain Operations
85 warehouses, 200+ reefers | 16 monthsInitial Condition
Refrigeration accounts for 65% of operational energy. Pharmaceutical customers required Scope 3 emissions data. Energy visibility was essentially non-existent at portfolio level.
Implementation
Refrigeration control system data from 20 largest warehouses integrated first. Analysis identified defrost timing and door-open durations as primary drivers.
Documented Outcomes
Technology Campus
2.4 million sq ft | 20 monthsInitial Condition
Corporate commitment to carbon neutrality required a practical pathway. Campus included offices, data centres, and amenities. Rooftop solar provided ~20% of consumption.
Implementation
Integration of BMS data from 14 buildings, DCIM systems, solar inverters, and electrical distribution. Simulation modelled scenarios for achieving neutrality.
Documented Outcomes
Combined Results
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