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Miraya concept ready. All operations data is illustrative and synthetic.
City insights Incidents Object model Impact ledger What you’d get
City KPI tree Illustrative synthetic scores · select to recolour the city Safety 92 /100 Target 96 1.8 pointsSustainability 84 /100 Target 90 2.4 pointsEfficiency 81 /100 Target 88 1.1 pointsAvailability 89 /100 Target 95 0.7 pointsExperience 87 /100 Target 92 0.9 points
Stakeholder lens One model, seven operational views 01 Command02 Mobility03 Sustainability04 Safety05 Utilities06 Operations07 Commercial
See estate-wide performance, risk and spend against the targets leadership has set.
KPI overlay: safety
3D city model: Helsinki LoD2 geometry © City of Helsinki, CC BY 4.0 (hri.fi) · Composite scene: interiors are illustrative and not located in Kalasatama · Operations data is synthetic.
Ranked by active KPIs
Key insights 8 findings Plain-language findings, with the evidence kept attached.
01 AHU-TB-12-04 cannot reach its supply-air setpoint because its cooling valve is likely stuck. Valve command is saturated at 100% while supply air remains 5.8°C high. Two occupied zones are warming and the chiller loop is drawing excess power. Occupied zones outside temperature band: 2 zones · verified 94% confidenceEvidence chain Recommended: Dispatch a qualified HVAC technician to free the valve and verify supply-air recovery before closing the incident.
Create incident Schedule work02 Chiller plant 2 is running 18% less efficiently than its weather-normalised baseline. Cooling output has held steady while electrical draw has risen for five comparable days. Estimated extra cost: QAR 4,100/week (illustrative). Excess electricity above baseline: 18,600 kWh/week · estimated 93% confidenceEvidence chain Recommended: Inspect condenser-water approach and refrigerant charge before revising the chiller sequence.
Create incident Schedule work03 Six unoccupied gallery zones are being cooled for an extra 3.4 hours each evening. Their AHUs follow an old event schedule on weekdays. Correcting the schedule could avoid 9.2 MWh and about QAR 2,020 per month (illustrative). Avoidable electricity: 9,200 kWh/month · projected 90% confidenceEvidence chain Recommended: Approve a schedule correction for the six zones and verify the next five occupied mornings for comfort drift.
Create incident Schedule work04 Riser W-3 in Tower B shows 1.2 m³/h of flow through the night, indicating a likely leak. Flow stayed above the occupied-use baseline between 01:00 and 04:00 while fixtures were inactive. The pattern is local to W-3, not the district main. Unaccounted water if flow continues: 28.8 m³/day · projected 91% confidenceEvidence chain Recommended: Isolate W-3 one branch at a time and inspect the level-8 flush valve identified by the last pressure step.
Create incident Schedule work05 Solar inverter 3 is producing 11.8% below its expected output in clear conditions. Two neighbouring inverters match the irradiance model while inverter 3 has diverged since Monday. Estimated lost generation: 1,720 kWh/week (illustrative). Lost renewable generation: 1,720 kWh/week · estimated 89% confidenceEvidence chain Recommended: Check DC string 2 for connector heating and compare its current with string 1 before replacing hardware.
Create incident Schedule work06 Lift L4 door-cycle faults are trending toward a likely failure in about 6 days. Door-close retries have risen from 8 to 37 per day. The pattern is confined to L4 and is strongest during the evening peak. Estimated time to service interruption: 6 days · projected 87% confidenceEvidence chain Recommended: Schedule a door-operator inspection before Friday’s peak and keep L3 available as the accessible alternative.
Create incident Schedule work07 Service door S14 was forced open while 12 people were in the adjacent restricted zone. Access control, camera C22 and the guard roster describe one event. Video shows a propped door rather than a forced-entry attempt, but the security response remains open. Responder dispatch after correlation: 1.4 min · verified 98% confidenceEvidence chain Recommended: Confirm the door is secure, preserve the event clip and review the contractor’s access instructions.
Create incident Schedule work08 Friday’s event forecast exceeds North entrance gate capacity by 30%. Expected arrivals reach 3,120 people in the busiest hour against a verified throughput of 2,400. South entrance has spare capacity. Forecast arrivals above gate capacity: 720 people/h · projected 84% confidenceEvidence chain Recommended: Open two South entrance lanes, move four marshals to North entrance and send wayfinding before doors open.
Create incident Schedule work Every insight carries its evidence.
Insight order updated. Top finding: AHU-TB-12-04 cannot reach its supply-air setpoint because its cooling valve is likely stuck..
How the platform adapts Steer toward a −15% energy target Move the target. Insight ranking recalculates against the active KPI, bringing newly relevant findings into view.
Energy reduction target 15% −5% −30%
Ranking updated · AHU-TB-12-04 cannot reach its supply-air setpoint because its cooling valve is likely stuck.
Scripted concept · canned answers
Ask the city What is driving avoidable energy use today? Which occupied spaces are at comfort risk? Where is water being lost overnight? Which lift needs attention first? Can North Gate handle Friday's event? What value has been verified this month?
Answer · scripted concept Chiller plant 2 and AHU-TB-12-04 explain the largest avoidable loads in this synthetic scenario. The ranking follows weather-normalised drift and your current sustainability target.
What is driving avoidable energy use today? Illustrative · relative trend Open affected object Resource intelligence · illustrative synthetic data
Sustainability, attributed Weather-normalised Energy use intensity 118 kWh/m²·yr Normalised for weather; traceable from meters to serving assets.
Energy attribution Grid + solar Source
HVAC · lifts · lighting System
87% attributed Asset-level kWh
Water intensity 96 L/occupant·day
Waste diversion 64 %
Solar yield 18.4 MWh this month
Scope 1+2 emissions 4,820 tCO₂e/yr