AI Operations
The context engine for your built environment
A spatial intelligence platform that turns multi-sensory data into operational context. Know what's happening, why it matters, and what to do next, across every space you manage.
What is a Facilities Context Engine™?
Buildings generate endless streams of data: occupancy counts, air quality readings, cleaning logs, calendar bookings. But data without context is noise.
SpaceBot is the context layer. Our physical AI platform fuses multi-sensory inputs (computer vision, machine hearing, air quality, even scent detection) into a unified understanding of how your spaces actually operate. LLM-powered synthesis transforms this raw data into natural language insights, structured summaries, and actionable recommendations.
The result: every stakeholder gets the context they need to make better decisions.
Three Pillars of Context
Edge AI sensors observe. The platform understands. Your team acts with confidence.
Physical Context
Understand your spaces' geometry and hierarchy.
- • Spatial data from BIM, CAD, or floor plans
- • Zone hierarchies: portfolio → building → floor → room
- • Asset locations and configurations
Environmental Context
Monitor air quality and ambient conditions in real time.
- • Air quality (CO2, VOCs, particulates PM1-PM10)
- • Temperature, humidity, lighting conditions
- • Scent signatures and sound events
Behavioral Context
See how people actually use your spaces.
- • Person-hours and occupancy patterns
- • Utilization heatmaps over time
- • Movement flows and dwell times
AI Synthesize
Where context becomes intelligence
Raw context is just ingredients. AI Synthesize uses both narrow AI models and generative AI to transform data into actionable insights, the foundation for agentic building operations.
Ingest
Physical, environmental, and behavioral data streams in continuously
Synthesize
AI models fuse multi-sensory inputs into meaning: patterns, anomalies, predictions
Activate
Insights route to the right stakeholder at the right time: alerts, dashboards, reports
The result: KPIs like Person Hours, Perceived Cleanliness, and Health Risk Index. Context-driven metrics that reveal not just what's happening, but what it means and what to do next.
Featured Use Case
Smart Cleaning: From Schedules to Signals
Traditional cleaning follows fixed schedules. SpaceBot shifts operations from time-based to data-driven, so resources go where they're needed, when they're needed.
Triggered when Perceived Cleanliness drops after high-traffic events
Launched when Dust Index spikes at entrances
Activated during unexpected surges in Person Hours
Triggered by elevated PM1 levels detected by Health Risk Index
The Results
Scheduling based on objective data, not assumptions
Prevent complaints before they happen
Align resources with real demand and risk
Different roles, same Facilities Context Engine™
Every stakeholder gets the insights they need from a single source of truth.
Facility Managers
Predictive schedules, maintenance alerts, and cleaning triggers. Know when and where to deploy resources.
Occupants
Better air quality, responsive cleaning, and optimal conditions, without having to ask.
Visitors & Guests
Welcoming environments, intuitive wayfinding, and spaces that feel cared for from the first step.
Executives
Benchmarking dashboards, utilization analytics, and ROI metrics across your portfolio.
Building Owners
Sustainability certification alignment, efficiency reports, and risk indicators that protect asset value.
Service Providers
QA verification, intervention logs, and performance metrics. Data to prove value.
Senior Living Operators
Wellness monitoring, fall prevention insights, and family updates. Caregivers focus on care.
Campus Administrators
Space utilization insights, event planning data, and healthier learning environments.
Spatial Intelligence Command Center
All your context in one place
Navigate seamlessly between map, list, and detail views. See context across every space, drill down to any level, benchmark against peers.
- Compare performance against peer spaces
- Benchmark against any standard: industry, operational, or your own
- Downloadable reports and API access
- Role-based access for different stakeholders
The Future of Facilities
Give your facilities an AI assistant
Physical AI agents need context to act. SpaceBot is the context engine that powers the next generation of autonomous building operations, where AI doesn't just report, it reasons, recommends, and acts.