Industry 06
Intelligence for distributed energy infrastructure.
Deploint engineers asset monitoring, predictive maintenance, energy analytics and field operations software for energy organizations running distributed, remote and long-lived infrastructure.
06 / Energy
System pattern
Engineered for
- Remote assets
- OT security
- Field connectivity
- Long asset lifecycles
Typical system flow
05 stages
- 01Field assets
- 02Telemetry
- 03Edge
- 04Analytics
- 05Field operations
Focus areas
- Asset monitoring
- Predictive maintenance
- Energy analytics
- Digital twins
- Field operations
01Solutions
From field telemetry to field crews.
- 01
Asset monitoring
Telemetry from generation, transmission, distribution and storage assets consolidated into one condition and performance view.
- 02
Predictive maintenance
Condition models for transformers, turbines, inverters, pumps and other critical equipment, prioritized by risk and consequence.
- 03
Energy analytics
Load, generation and consumption analytics, forecasting and reporting on governed time-series data.
- 04
IoT
Device connectivity for remote and low-bandwidth sites, with secure provisioning, store-and-forward and fleet management.
- 05
Digital twins
Asset and network models that combine telemetry, GIS and engineering data for monitoring, planning and scenario analysis.
- 06
Field operations
Mobile work management for crews: work orders, inspections, offline access and photo capture, synchronized with back-office systems.
- 07
AI optimization
Forecasting and optimization models for dispatch, storage and maintenance scheduling, with recommendations reviewed by operators.
02Use cases
Use cases across generation, networks and the field.
01
Remote asset monitoring
Continuous condition monitoring for assets spread across large, remote areas with limited connectivity.
- Cellular / satellite IoT
- Edge gateways
- Time-series
02
Renewable performance analysis
Comparing expected and actual output across wind, solar and storage assets to find underperformance early.
- SCADA data
- Weather data
- Performance models
03
Inspection programs
Drone, camera and field inspection data processed into prioritized findings for maintenance teams.
- Computer vision
- Mobile apps
- GIS
04
Load and generation forecasting
Short- and medium-term forecasts that feed planning, trading and dispatch decisions.
- Forecasting models
- Weather feeds
- MLOps
05
Field workforce enablement
Offline-capable field apps that put asset history, procedures and work orders in crews' hands.
- Mobile
- Offline sync
- EAM / CMMS
03Reference architecture
A reference architecture for distributed assets.
Turbines, inverters, transformers, substations, meters, pipelines and storage systems, often remote and from many vendors.
- SCADA
- RTUs
- Smart meters
- Sensors
Energy asset architecture
01 / 06
Field assets
Turbines, inverters, transformers, substations, meters, pipelines and storage systems, often remote and from many vendors.
- SCADA
- RTUs
- Smart meters
- Sensors
04Engineering considerations
Constraints that shape energy systems.
Constraint 01
Critical infrastructure security
Energy systems are high-value targets, and an OT compromise has physical consequences.
Engineering response
- Segmented OT and IT networks
- Outbound-only data paths from OT
- Device identity and signed firmware updates
Constraint 02
Remote connectivity
Assets sit at the end of cellular, radio or satellite links with limited bandwidth.
Engineering response
- Store-and-forward at the edge
- Compression and adaptive sampling
- Offline-capable field apps
Constraint 03
Long asset lifecycles
Equipment runs for decades and mixes vendors, protocols and data quality.
Engineering response
- Protocol adapters per asset class
- Normalized asset models
- Retrofit sensing where needed
Constraint 04
Operational safety
Recommendations can concern equipment that is dangerous to operate incorrectly.
Engineering response
- Operator approval for control-adjacent actions
- Read-only integration by default
- Clear separation from protection systems
Constraint 05
Regulatory reporting
Energy organizations report on reliability, emissions and operations to regulators and stakeholders.
Engineering response
- Traceable data pipelines
- Versioned calculation logic
- Evidence prepared with compliance teams
Constraint 06
Time-series scale
High-frequency telemetry across large asset fleets grows quickly and must stay queryable.
Engineering response
- Tiered storage and downsampling
- Time-series-optimized stores
- Retention policies by data class
05Related capabilities
Engineering disciplines behind the work.
- 06
Digital Engineering
IoT, edge computing and digital twins for remote, distributed assets.
- IoT
- Edge computing
- Embedded systems
- 05
Data & Machine Learning
Time-series platforms, forecasting and condition models.
- Lakehouses
- Streaming
- ETL / ELT
- 04
Cybersecurity
OT segmentation, device identity and threat modeling for critical infrastructure.
- Zero Trust
- IAM
- DevSecOps
- 02
Software Engineering
Field operations apps and integration with EAM, GIS and work management systems.
- Distributed systems
- Microservices
- APIs
06Concept architectures
Reference architectures for related problems.
- Concept Architecture
02Industrial
Industrial Predictive Maintenance
Vibration and thermal telemetry processed at the edge, modeled in the cloud and surfaced to maintenance planners as ranked, explainable work recommendations.
View architecture
- Concept Architecture
05Manufacturing
Computer Vision Quality Inspection
Line-side cameras and edge inference that flag surface defects in real time, with operator feedback loops that continuously improve the model.
View architecture
All concept architectures
Browse every reference architecture, from clinical operations to real-time financial intelligence.
View all
07FAQ
Common questions.
01Can you work with SCADA systems and utility protocols?
Yes. We integrate with SCADA systems, historians and protocols such as DNP3, IEC 61850, Modbus and OPC UA, usually through read-only gateways that keep OT networks segmented from IT and cloud environments.
02How do you handle sites with poor connectivity?
Edge gateways buffer data locally and forward it when links allow, with adaptive sampling to respect bandwidth limits. Field applications work offline and synchronize when a connection is available.
03Do your systems control energy assets?
Our default is monitoring and decision support: recommendations go to operators, who decide. Any integration that writes to control systems is scoped separately with your operations and protection engineers.
04How do you approach security in energy OT environments?
We design for segmentation, outbound-only data paths, device identity and signed updates, and threat-model every connection into the OT environment. Applicable regulatory and security frameworks are confirmed with your security and compliance teams for each program.
Energy engineering
Monitoring infrastructure in the field?
Bring us the assets and the operational problem. We'll help architect the system from field telemetry to field crews.