Lakehouse Architecture for Energy
Lakehouses on S3, ADLS or GCS with Iceberg or Delta, supporting operations, analytics and AI on the same foundation.
Design an energy data architecture that works for both operations and analytics.
Logiciel designs data architectures for energy operators, utilities, renewables and oil and gas. Lakehouses, streaming platforms, OT-IT integration, historian data platforms and data products for operations, analytics and AI. We work alongside data, OT, IT, security and operations teams to design architectures that fit how energy businesses are actually run and regulated.
Energy is one of the few industries where OT data, IT data and analytical data all matter at the same time.
We give energy data and architecture teams a reference they can defend across operations, IT, security and compliance.
We cover the architecture areas that recur across energy operators.
Lakehouses on S3, ADLS or GCS with Iceberg or Delta, supporting operations, analytics and AI on the same foundation.
Data flow patterns between OT, IT and cloud, with clear trust boundaries and audit controls.
Integration with OSIsoft PI, AVEVA, GE Predix, Honeywell, Siemens and similar platforms.
Streaming patterns for grid telemetry, SCADA, asset health and trading flows on Kafka, Kinesis, MSK and Flink.
Architecture patterns for market data, ISO and RTO feeds, trading systems and risk analytics.
Architecture for wind, solar, battery and hybrid portfolios, including forecasting and asset performance data.
Governance architecture aligned with NERC CIP, ISO 27001 and HSE controls.
Dedicated Data Architecture Squad
A long-running team of data architects, OT-IT integration specialists and platform engineers embedded in your data and architecture function.
Data Architecture Advisory
Senior data architects with energy experience who reinforce your enterprise architecture and data teams.
Outcome-Based Architecture Engagements
Fixed-scope engagements, for example a lakehouse reference architecture, an OT-IT integration architecture or a streaming platform architecture.
Reference architectures, maturity assessments and multi-year roadmaps tied to operational and analytical priorities.
Lakehouse reference architectures supporting operations, analytics and AI on the same foundation.
Data flow patterns and trust boundaries between OT, IT and cloud.
Architecture for OSIsoft PI, AVEVA, GE Predix, Honeywell and Siemens integration with cloud data platforms.
Streaming patterns for grid telemetry, SCADA, asset health and trading flows.
Architecture for market data, ISO and RTO feeds, trading systems, risk analytics and renewables portfolios.
Governance architecture aligned with NERC CIP, ISO 27001 and HSE controls.
Data architecture for AI workloads, including forecasting, anomaly detection and field operations AI.
Patterns from our architecture teams that have run through real energy deployments.
Energy Lakehouse Reference Architecture
A reference lakehouse pattern for operations, analytics and AI on the same governed foundation.
OT-IT Data Integration Pattern
A practical pattern for moving data between OT, IT and cloud with clear trust boundaries and audit.
1. Discovery and Architecture Assessment
We assess current data platforms, OT-IT integrations, governance and operational use cases.
2. Target Architecture Design
We design the lakehouse, streaming, OT-IT and governance architecture, with clear patterns per workload.
3. Architecture Validation
We validate the architecture with operations, OT, IT, security and compliance stakeholders.
4. Implementation Roadmap
We agree on a phased implementation roadmap with named owners and clear sequencing.
5. Implementation Support
We support the implementation phase as architects, engineers or both, depending on the engagement model.
Ready to put Data Architecture Consulting for Energy on production-software footing? Partner with Logiciel to design, build and operate Data Architecture Consulting for Energy that engineering, security and business teams can all defend.
We cover strategy, architecture, build, deployment and operations for Data Architecture Consulting for Energy, aligned with your business priorities and operating constraints.
Most engagements reach a working pilot within 4-8 weeks, while larger rollouts run across phased waves over several months.
Yes. We integrate with cloud platforms, CRMs, ERPs, EHR, OT systems, analytics tools and other operational infrastructure depending on the use case.
Yes. We offer milestone-based pricing once scope, KPIs and delivery requirements are agreed.
You retain ownership of all workflows, integrations, prompts, infrastructure, systems and implementation assets.
We implement governance frameworks, observability, access controls, audit trails and compliance-aligned deployment practices.
We tune infrastructure, automate resource management, optimise deployment workflows and report operational cost back to teams and product lines.
Yes. We run managed operations with SRE, observability, on-call and continuous improvement.