Your Building Has a Nervous System. Now It Has a Brain.
AI ghost-heating detection with A–F efficiency grading, 10K msgs/sec IoT telemetry ingestion, calendar-driven space optimization with conflict detection, A\* indoor wayfinding, real-time event streaming to live 3D twins, and 15+ IoT protocol adapters. Stop running buildings on autopilot.
Twelve Capabilities That Set Smart Spaces Apart
AI Energy Optimization
Cross-references live occupancy against HVAC runtime to catch ghost heating — HVAC running full blast in an empty room — the single biggest energy leak in most commercial buildings. Every building gets an A-F grade with a ranked, dollar-quantified fix list ($12K+/year on typical top recommendations), plus a weekly digest so facilities managers see the trend without digging for it.
Autonomous Space Reallocation
The Ghost-Booking agent spots an under-occupied large room, moves the booking to a right-sized one, frees the big space, and preps the new room via Bridge — turning the passive ghost-heating signal into action.
Predictive HVAC Pre-Cooling
The Predictive-HVAC agent pre-conditions a space ahead of calendar bookings and the weather forecast, favoring cheaper energy-rate windows. When connected to a controllable BMS it executes automatically; otherwise it clearly flags the recommendation instead of pretending the change was made.
Calendar-Driven Scheduling
Bidirectional Google/Outlook sync catches what a calendar alone can't — 130+ conflict signals for double-bookings, travel-time gaps between back-to-back meetings, capacity mismatches, and equipment conflicts, flagged before someone shows up to a locked room.
Floor-Plan Import & Twin
Upload an SVG or DWG floor plan and Aeion extracts door centroids, wall geometries, and zone labels into a GeoJSON spatial index automatically — turning a static drawing into the living foundation for both the digital twin and indoor wayfinding, without manually tracing a single wall.
Indoor Wayfinding (A\*)
A\* pathfinding calculates the actual optimal route across your building's zone graph — standard or accessible (elevator-first) — so "how do I get to Conference Room B" gets a real turn-by-turn answer instead of a static map nobody can read.
IoT Telemetry Ingestion
Buffers and flushes readings every second (or every 100 messages, whichever comes first) to sustain 10K messages/sec without dropping data — the load a large multi-building portfolio actually generates. Every reading is stored append-only, so your ESG reporting data can never be edited after the fact.
Hardware Integration (Bridge)
Aeion Bridge gives every device — sensor, controller, camera, badge reader — one registry, one firmware-update pipeline, and 15+ protocol adapters, so you're not maintaining a separate app per vendor.
Weather-Aware HVAC
Live weather and rain probability feed directly into HVAC pre-conditioning, fresh-air damper control, and outdoor lighting decisions — so the building reacts to tomorrow's forecast, not yesterday's schedule.
Real-Time Event Streaming
A Redis Pub/Sub event router carries every MQTT reading straight through to a WebSocket, so a sensor change reaches an operator's dashboard in a fraction of a second — no polling loop, no stale numbers.
Live Dashboards & 3D Twin
The same real-time pipeline drives both the NOC dashboard and the live 3D digital twin, tenant-scoped and authenticated — so what an operator sees on the twin is exactly what's happening in the building right now, not a delayed snapshot.
Turn-by-Turn Navigation
Step-by-step directions guide people through the building in real time, with an accessible (elevator-first) mode — so wayfinding actually works for the person in a wheelchair, not just the able-bodied default case.
Capabilities at a Glance
AI Energy Optimization
Ghost heating, A-F grading, savings recommendations
Calendar Scheduling
Calendar bridge, 130+ conflict signals
Floor-Plan Import & Twin
SVG/DWG → GeoJSON, spatial index, digital twin export
Indoor Wayfinding
A\* wayfinding, multi-floor navigation
IoT Telemetry Ingestion
10K msgs/sec batch telemetry ingestion
Hardware Integration
Bridge integration, device registry, firmware OTA
Weather-Aware HVAC
Weather API, rain probability, HVAC scheduling signals
Real-Time Event Streaming
Redis Pub/Sub, MQTT → WebSocket pipeline
Live Dashboards
WebSocket pub/sub for live dashboards
Turn-by-Turn Navigation
Indoor navigation, accessible routing
Room & Resource Booking
Room/resource booking, conflict detection
Building Analytics
Occupancy, energy, IEQ analytics
Automation Rule Engine
Rule engine, trigger-action chains
Occupancy Sensing
PIR/BLE/camera aggregation
Energy Metering
kWh tracking, cost attribution
Predictive Maintenance
Predictive maintenance from telemetry
Device Control
Device command dispatch
Carbon Accounting
CO₂ tracking, carbon accounting
Ghost Heating Detection — The #1 Energy Waste in Commercial Buildings
How it works:
Ghost heating happens when HVAC keeps running in a space nobody is using — typically 15-25% of a commercial building's total HVAC energy is pure waste like this. Aeion cross-references live occupancy signals against HVAC runtime telemetry, and when a zone sits empty for an extended stretch while its HVAC keeps working hard, that gets flagged — with the wasted energy converted into an estimated annual dollar cost.
Example: Zone 3 sits empty for 47 minutes while its air handler runs at 87% capacity — flagged as ghost heating with an estimated annual cost of $14,200.
Every building also gets an A-F efficiency grade — an overall score (here, 72/100, a "C") plus a breakdown across HVAC, lighting, equipment, and plug loads — so facilities teams know exactly where to focus first. Each grade comes with a ranked list of actionable recommendations sorted by savings-to-effort ratio, so the easiest, highest-impact fixes surface first. Top pick in this example: "Reduce HVAC setpoint 15 minutes after last occupancy detected" — low effort, $12K/year.
Weekly Digest — delivered every Monday:
Subject: Smart Spaces Weekly — Building A (Week of May 4)
Consumption: 45,000 kWh (-6.2% vs prior week)
Savings from automation: $890 this week
Efficiency score: 87/100 (↑ from 82 last week)
Top opportunity: Zone 3 ghost heating ($14,200/year if fixed)
Active automation rules: 12 (saved $890 this week)
10K msgs/sec IoT Ingestion — No Message Dropped
How it works:
At full scale — 15 buildings, 200 zones, 50 sensors each — that's 10,000 telemetry readings every second. Legacy building-automation systems commonly drop messages under that kind of load. Aeion buffers incoming readings and flushes them to storage every second (or every 100 messages, whichever comes first), so ingestion keeps pace under heavy load and idles efficiently when things are quiet — no messages dropped.
Every telemetry reading is stored append-only: readings can never be edited or deleted after the fact. That keeps your ESG/sustainability reporting data tamper-proof, and protects the integrity of the historical data your AI models are trained on.
Each reading is published on a topic scoped to its building, zone, sensor, and metric — for example, aeion/building-a/zone-3/temperature/current → 72.4°F or aeion/building-a/hvac/ahu-1/runtime → 87% — so any device you connect maps cleanly to a physical location.
15+ Device Protocol Adapters:
BACnet/IP — Legacy commercial HVAC (Priva, Automated Logic, Trane)
KNX — European building automation standard
Modbus RTU/TCP — Industrial sensors, power meters, VAV boxes
EnOcean — Energy-harvesting wireless sensors
Z-Wave — Home automation, specialty devices
Zigbee — Philips Hue, SmartThings ecosystem
Crestron — Commercial AV and control
Lutron — Lighting control (Caseta, RadioRA, Quantum)
Honeywell — Spyder, SpyderGL, building controllers
Johnson Controls — Metasys, York
Siemens — Desigo, APOGEE, FireX
Schneider — EcoStruxure, PowerTag
Philips Hue — Smart lighting (via Zigbee bridge)
Tuya — Consumer IoT devices
HTTP/REST — Generic REST devices (webhook-capable sensors)
Digital Twin + Wayfinding — From Floor Plan to 3D Navigation
How it works:
Upload a 2D SVG or AutoCAD (DWG) floor plan and Aeion automatically extracts zone boundaries, door positions, and room labels, building a spatial map of your facility that powers both the digital twin and indoor wayfinding.
A\ Wayfinding:**
Ask for directions between any two zones — say, lobby to Conference Room B on floor 3 — and Aeion calculates the optimal path across the building's zone graph, accounting for elevators, stairs, and doorways. Choose standard or accessible (elevator-first) routing.
Example result:
- Path: lobby → elevator → floor 3 → corridor B → Conference Room B
- Distance: 53m, estimated time: 2.5 minutes
- Turn-by-turn: "Walk to the elevator on your right (8m) → turn left, corridor B is 40m ahead"
The same spatial model powers the 3D digital twin, viewable in WebXR on Apple Vision Pro, HoloLens, or any desktop browser, with live telemetry overlaid directly on the model.
Live NOC Dashboard — Sub-Second Updates
How it works:
Sensor changes reach your dashboard in well under a second — from ingestion straight through to the browser, with no polling and no stale data.
NOC dashboards subscribe to live channels for occupancy, energy, and alerts, and see updates the moment they happen:
typescript
ws.onopen = () => {
ws.send(JSON.stringify({ action: "subscribe", channel: "occupancy:all" }));
ws.send(
JSON.stringify({ action: "subscribe", channel: "energy:building_a" }),
);
ws.send(JSON.stringify({ action: "subscribe", channel: "alerts:all" }));
};
For example, a zone going from 12 people to empty renders in the occupancy heatmap within a quarter-second of the last person leaving.
This same real-time backbone powers cross-module coordination without any custom integration work: a Sentinel security lockdown can isolate floors via elevator control, an occupancy change can trigger Sentinel's camera tracking, and an automation emergency override can trigger HVAC emergency ventilation.
Frequently Asked Questions
Native MQTT broker with adapters for Modbus / BACnet / KNX / Z-Wave / Zigbee / Matter / OPC-UA — the protocol spoken by ~95% of building automation systems. Devices discovered + onboarded through a wizard; readings stream into time-series collections at second-by-second granularity.
Yes — write commands flow back through the same adapters. HVAC setpoint changes, lighting scene activation, blind / shade positioning all controllable from the admin UI or programmatically via the AI Optimization Service. If a device is offline, Aeion tells you clearly instead of pretending the command went through.
Ghost heating = HVAC running when no one is in the space. The AI Optimization Service correlates occupancy signals (motion sensors, badge swipes, calendar bookings) with HVAC runtime; flags rooms heating/cooling when unoccupied. Typical 15–25% energy savings on first-pass corrections.
Per-building monthly grade based on energy use intensity (kWh/sqft), ghost-heating frequency, deferred-maintenance count, peak-demand efficiency, and occupant-comfort complaints. Surfaces ranking across portfolio for facilities management priority.
Yes — coexists with Johnson Controls Metasys, Honeywell Niagara, Schneider EcoStruxure, Siemens Desigo via BACnet IP. The BMS retains low-level control loops; Aeion adds the optimization layer + cross-building analytics + occupancy-driven schedule generation.
Built-in calendar-integrated room booking (syncs with Google Workspace, Microsoft 365). Sensor-confirmed occupancy releases unused bookings automatically ("booked for 10am but no one showed up by 10:15 → release"). Heatmaps show which rooms get most use to inform real-estate decisions.