INDUSTRY 03

Energy & Utilities.

Energy is becoming a real-time business. Distributed generation, grid balancing, predictive maintenance — they all run on streaming data architectures most utilities have not yet built.

Sub-sectors

IoT platforms · Renewable energy · Azure cloud data

Engagements

Specializations

DACH

Status

Actively serving

— Common business problems

What energy and utility leaders bring to us.

Recurring patterns we see in renewable energy, grid operations and utility companies. Real-time sensor data is abundant; turning it into operational insight is the gap.

Problems we solve

Real-time sensor data not integrated
Asset performance unclear at portfolio level
Forecasting for demand and generation difficult
Operational alerts missing or noisy
Maintenance scheduling reactive
Cost allocation across sites unclear

Solutions we build

IoT analytics platform for asset telemetry
Energy operations dashboard
Demand and generation forecasting models
Real-time alert and threshold rules
Predictive maintenance signals
Cloud data platform with governance

Example KPIs

Asset uptime, capacity factor
Energy production / forecast accuracy
Network losses, transmission efficiency
Maintenance cost per MW
Demand forecast deviation
CO₂ intensity per site

Discuss energy analytics →

— Common challenges

What energy leaders bring to us.

Recurring patterns across engagements. Each is solvable. None is solved by a slide deck alone.

On-prem DWHs reaching capacity ceilings
OT/IT integration debt
IoT telemetry without an analytics home
Renewable forecasting under volatile demand

— Case studies

Selected work in Energy & Utilities.

Engagement details below. Specific clients, financials and architecture diagrams shared under NDA.

Energy · 2021–2022

Cloud-based IoT and data platform

Azure Synapse · Event Hubs · InfluxDB · Grafana · Databricks

Developed a cloud-based IoT and data platform. Integrated on-premise infrastructure with the cloud. Migrated on-prem DWH to Azure Synapse Analytics. Served as Lead Architect for DevOps teams. Built a ticket app for outage alerts using Power Apps and Power Automate.

Streaming telemetry surfaced for renewable operations. Outage response measurably faster.

Energy · 2021

IoT analytics PoC

Azure · Event Hub · Stream Analytics · Power BI · Kafka

Designed technical architecture for IoT analytics in Azure. Delivered a PoC. Implemented data pipelines and models. Integrated ERP, BI source systems and Cloudera with Azure.

Architecture validated. Production rollout proceeded with confidence.