The Intelligence Engine Behind Smart Communities
SPINE AI continuously ingests operational signals from across the community, builds an understanding of how it behaves, and turns that understanding into decisions operators can act on.
Inputs
- IoT data
- Building data
- Maintenance history
- Energy consumption
- Resident interactions
- Security events
- Mobility data
- Asset data
- Environmental data
- Visual data
Outputs
- Predictions
- Recommendations
- Automation
- Risk detection
- Operational insights
- Resource optimization
Four kinds of intelligence, one engine
Predictive AI
Anticipate operational events before they become failures.
- Asset failure
- Maintenance requirements
- Energy demand
- Water demand
- Parking congestion
- Service demand
- Operational risks
Generative AI
Operators ask questions in natural language and receive grounded answers.
- “What are the top operational risks today?”
- “Which building consumed the most energy?”
- “Show unresolved maintenance issues.”
- “Generate a monthly operations report.”
- “Which assets are likely to fail?”
Agentic AI
AI agents execute operational work within policy limits.
- Create work orders
- Assign technicians
- Notify residents
- Generate reports
- Schedule inspections
- Trigger workflows
- Escalate and prioritize issues
Computer Vision
Privacy-conscious visual intelligence for shared spaces.
- Parking occupancy
- Traffic monitoring
- Crowd density
- Safety incidents
- Restricted areas
- Asset inspection
- Facility utilization
A workforce of specialised AI agents
Each agent owns a domain, reports what it detected and executed, and routes sensitive actions to a human for approval.
Maintenance AI Agent
ActivePredictive work order orchestration
- Tasks executed
- 48
- Recommendations
- 12
- Events detected
- 26
- Awaiting approval
- 3
Energy AI Agent
ActiveLoad balancing and HVAC optimization
- Tasks executed
- 61
- Recommendations
- 9
- Events detected
- 33
- Awaiting approval
- 2
Resident AI Agent
ActiveService requests and bookings
- Tasks executed
- 214
- Recommendations
- 5
- Events detected
- 188
- Awaiting approval
- 1
Mobility AI Agent
ActiveParking and EV demand forecasting
- Tasks executed
- 37
- Recommendations
- 6
- Events detected
- 41
- Awaiting approval
- 0
Security AI Agent
MonitoringAccess anomaly detection
- Tasks executed
- 19
- Recommendations
- 3
- Events detected
- 57
- Awaiting approval
- 2
Operations AI Agent
ActiveCross-module coordination
- Tasks executed
- 72
- Recommendations
- 14
- Events detected
- 45
- Awaiting approval
- 4
Sustainability AI Agent
ActiveResource efficiency and reporting
- Tasks executed
- 22
- Recommendations
- 8
- Events detected
- 17
- Awaiting approval
- 1
Put SPINE AI to work in your community
See how predictive, generative and agentic AI operate together on live community data.