Practical outcomes across facilities and software

Energy Optimization

Reduce consumption with sensor-driven BMS control and measurable setpoint discipline.

Delivery pattern

1. 01

   Occupancy-aware schedules for HVAC and lighting

2. 02

   Anomaly detection on meters and plant equipment

3. 03

   Operator recommendations with approval gates

Predictive Maintenance

Detect equipment risk before downtime using telemetry, rules, and AI prioritization.

Delivery pattern

1. 01

   Machine and plant signal collection

2. 02

   Threshold + model-based risk scoring

3. 03

   Automatic draft work orders into CMMS / ERP

Operational Dashboards

Unify IoT, ERP, and AI signals into one operator-ready view.

Delivery pattern

1. 01

   Site, system, and asset hierarchies

2. 02

   Alarm queues with ownership and SLA

3. 03

   Mobile-readable summaries for supervisors

Customer Messaging Ops

WhatsApp Business workflows tied to backend systems for requests, tickets, and alerts.

Delivery pattern

1. 01

   Template and session handling

2. 02

   Routing into CRM / support queues

3. 03

   Facility alert fan-out to on-call staff

Connected Building Operations

Sensors, gateways, and BMS data flow into dashboards facilities teams can act on.

Delivery pattern

1. 01

   Point normalization across vendors

2. 02

   Floor and system views

3. 03

   Escalation into maintenance workflows

Local AI for Enterprise Decisions

Run LLM workflows close to your data for privacy-conscious automation.

Delivery pattern

1. 01

   Retrieval over SOPs and operational history

2. 02

   Local / hybrid model runtimes

3. 03

   Approved action tools into ERP and messaging

ERP + IoT Alignment

Bring live machine and facility signals into finance and operations systems.

Delivery pattern

1. 01

   Event contracts from edge to ERP

2. 02

   Reduced manual status updates

3. 03

   Trusted multi-site reporting