Earlier exception visibility
Measured through agreed operational, data-quality, service and performance indicators.
Analytics
AI-Assisted Analytics & Anomaly Detection
AI-assisted features are applied where they create operational value: highlighting unusual patterns, prioritising anomalies and supporting investigation. They complement engineering rules rather than replacing them.
Service scope
What is included.
Final scope is confirmed after reviewing the existing site, technologies, stakeholder requirements and delivery constraints.
Consumption anomaly detection
Meter-health and communication exception analysis
Trend classification
Prioritised investigation lists
AI-assisted report summaries
Model monitoring and rule tuning
Expected outcomes
Operational value the service is designed to create.
Reduced manual review
Measured through agreed operational, data-quality, service and performance indicators.
More focused engineering attention
Measured through agreed operational, data-quality, service and performance indicators.
Improved data quality
Measured through agreed operational, data-quality, service and performance indicators.
Implementation approach
Five stages from assessment to sustained operation.
1
Assess
Review assets, systems, data, users and business requirements.
2
Design
Define architecture, interfaces, controls, data model and acceptance criteria.
3
Implement
Install, configure, integrate and document the agreed solution.
4
Commission
Test data, alarms, controls, resilience and business workflows.
5
Operate
Train users, monitor performance and provide lifecycle support.
Integration ready
Designed to work with the wider operational ecosystem.
Depending on the project, the service can integrate gateways, meters, sensors, BMS controllers, databases, APIs, reporting tools, notifications and customer-facing applications.
Building systemsBACnet, Modbus and controller integration
MeteringM-Bus, pulse, LoRaWAN and cellular
SoftwareAPIs, MQTT, cloud and on-premise platforms
ReportingDashboards, Power BI and scheduled reports
Building Management
BMS Integration & Building Automation
Integrate HVAC, plant, controls and third-party systems into a practical building-management environment.
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Energy
Energy Management System (EMS)
Build the measurement, analytics and reporting layer needed to manage building energy performance.
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Utilities
Utility Management & Billing
From meter reading to validation, tariff calculation, invoicing and customer reporting.
Learn moreDiscuss a AI-Assisted Analytics & Anomaly Detection project with our team.
Share your current systems, challenges, site type and required outcomes for an initial review.