Data Integration Setup
Securely process energy logs and IEQ telemetry to initialize the dashboard.
⚡ Utilities Data Log
Drop dataset here or browse
Supported: CSV, XLSX, JSON
⚠ Energy Dataset Pending
🌡️ Spatial IEQ Telemetry
Drop dataset here or browse
Supported: CSV, XLSX, JSON
⚠ IEQ Dataset Pending
📋 Ingestion Audit Log
| Stream | Source File | Timestamp | Format | Validation | Method |
|---|
Executive Intelligence Overview
Macro-level performance synthesis vs MS1525 Standard.
Fiscal Energy Profile
Comparative Monthly kWh — FY24-25 vs FY25-26
IEQ Compliance Matrix
Zones within standard operating limits (Dec 2025)
Automated Executive Summary
Synthesized via Machine Analytics · KKAP Building
Energy Consumption Analytics
Granular utility tracking and BEI normalization metrics.
Utility Load Distribution
Monthly kWh with Moving Average Trendline (Apr 2024 – Mar 2026)
🎯 BEI Performance Gauge
Normalized Building Energy Index against MS1525
📅 Load Intensity Heatmap
Month/Year intensity matrix identifying peak seasons
📈 YoY Comparison Curves
FY2024-25 vs FY2025-26 consumption topology
🔮 Predictive Trajectory & Anomalies
Linear forecasting and peak-load anomaly detection
Indoor Environmental Quality
Spatial comfort and safety metrics — Floor by floor telemetry.
🌡️ Thermal Topography (Floor Level)
Temperature dispersion (°C) across functional zones
💨 Ventilation Efficacy (CO₂)
Average Parts Per Million (ppm) vs 1000ppm limit
💡 Luminous Adequacy Mapping
Spatial lux readings emphasizing sub-standard zones
💧 Moisture/RH Distribution
Relative Humidity frequency within 40-70% band
📋 Granular Zone Compliance Log
Active Diagnostics & Alerts
System-generated interventions based on standard deviations.
Critical Priority
3
Warning Level
3
Advisory Notices
2
Global Standards Compliance Score
Aggregate zone compliance vs MS1525 guidelines