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.

Book an Intro Call Common Questions

6 deliverables

What you get from the energy data architecture

3 models

Engagement models for energy data architecture

5 steps

Our data architecture consulting framework

Why Logiciel

Why Energy Data Architecture Is So Hard to Get Right.

Why Logiciel · 01

SCADA, historians and OT platforms hold real-time data that operations depend on.

Why Logiciel · 02

IT systems hold financial, market, customer and asset data.

Why Logiciel · 03

NERC CIP, ISO 27001 and HSE controls limit how data moves between domains.

Why Logiciel · 04

Vendor platforms hold critical data behind closed APIs.

Why Logiciel · 05

Analytics, AI and operations all want the same data, with different SLAs.

Why Logiciel · 06

Existing data platforms were built around one use case and now have to do three.

What you get

What You Get When You Work With Logiciel on Energy Data Architecture.

A reference data architecture that supports operations, analytics and AI on the same foundation.

OT and IT integration patterns with clear trust boundaries.

A lakehouse architecture that handles historian, sensor, market and operational data.

Streaming patterns for grid telemetry, SCADA, asset health and trading flows.

A governance architecture aligned with NERC CIP, ISO 27001 and HSE controls.

A documented operating model that internal data and architecture teams can own.

What we build

Energy Data Architecture Solutions Built for Production.

Lakehouse Architecture for Energy

What it meansLakehouses on S3, ADLS or GCS with Iceberg or Delta, supporting operations, analytics and AI on the same foundation.

OT-IT Data Integration Architecture

What it meansData flow patterns between OT, IT and cloud, with clear trust boundaries and audit controls.

Historian and Sensor Data Platforms

What it meansIntegration with OSIsoft PI, AVEVA, GE Predix, Honeywell, Siemens and similar platforms.

Streaming Data Architecture

What it meansStreaming patterns for grid telemetry, SCADA, asset health and trading flows on Kafka, Kinesis, MSK and Flink.

Market and Trading Data Architecture

What it meansArchitecture patterns for market data, ISO and RTO feeds, trading systems and risk analytics.

Renewables Data Architecture

What it meansArchitecture for wind, solar, battery and hybrid portfolios, including forecasting and asset performance data.

Data Governance for Energy

What it meansGovernance architecture aligned with NERC CIP, ISO 27001 and HSE controls.

Engagement

Engagement Models Designed for Data Architecture Consulting for Energy Delivery.

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.

Engagement

Data Architecture Advisory

Senior data architects with energy experience who reinforce your enterprise architecture and data teams.

Engagement

Outcome-Based Architecture Engagements

Fixed-scope engagements, for example a lakehouse reference architecture, an OT-IT integration architecture or a streaming platform architecture.

Engagement

Under the hood

Energy Data Architecture Services We Deliver.

Energy Data Architecture Strategy

Reference architectures, maturity assessments and multi-year roadmaps tied to operational and analytical priorities.

Included

Lakehouse Architecture for Energy

Lakehouse reference architectures supporting operations, analytics and AI on the same foundation.

Included

OT-IT Data Integration Architecture

Data flow patterns and trust boundaries between OT, IT and cloud.

Included

Historian and Sensor Data Architecture

Architecture for OSIsoft PI, AVEVA, GE Predix, Honeywell and Siemens integration with cloud data platforms.

Included

Streaming Data Architecture

Streaming patterns for grid telemetry, SCADA, asset health and trading flows.

Included

Market, Trading and Renewables Architecture

Architecture for market data, ISO and RTO feeds, trading systems, risk analytics and renewables portfolios.

Included

Energy Data Governance Architecture

Governance architecture aligned with NERC CIP, ISO 27001 and HSE controls.

Included

Energy AI Data Architecture

Data architecture for AI workloads, including forecasting, anomaly detection and field operations AI.

Included

Insights

Data Architecture Consulting for Energy Insights & Frameworks.

Patterns from our architecture teams that have run through real energy deployments.

↳ Insights

Energy Lakehouse Reference Architecture

A reference lakehouse pattern for operations, analytics and AI on the same governed foundation.

↳ Insights

OT-IT Data Integration Pattern

A practical pattern for moving data between OT, IT and cloud with clear trust boundaries and audit.

↳ Insights

How we work

Our Data Architecture Consulting for Energy Framework.

Discovery and Architecture Assessment

We assess current data platforms, OT-IT integrations, governance and operational use cases.

Target Architecture Design

We design the lakehouse, streaming, OT-IT and governance architecture, with clear patterns per workload.

Architecture Validation

We validate the architecture with operations, OT, IT, security and compliance stakeholders.

Implementation Roadmap

We agree on a phased implementation roadmap with named owners and clear sequencing.

Implementation Support

We support the implementation phase as architects, engineers or both, depending on the engagement model.

Selected work

Tailored engineering for your industry.

Zeme · Real Estate Cut development costs 50% and launched 3× faster with dedicated dev teams.

Real Estate

Cut development costs 50% and launched 3× faster with dedicated dev teams.

Leap · Construction Scaled to 7-figure ARR with AI-augmented software teams.

Construction

Scaled to 7-figure ARR with AI-augmented software teams.

KW · Real Estate 56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Real Estate

56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Resources

Insights for tech leaders.

Framework · PDF

Bad Data Costs $12.9m A Year. Reverse ETL Syncs It Into The CRM.

Whitepaper · PDF

The Agentic AI Architecture Blueprint

Whitepaper · PDF

How an Energy Retailer Used Agents to Automate 40% of Customer Ops

In their words

What our clients say.

Teams that needed to ship fast, and did. Here's what partnering with Logiciel felt like from the inside.

I would highly recommend them to anyone looking to scale quickly or needing support in engineering, product, or QA.

Patrick Fingles

CEO, Leap

We don't just call them Logiciel; they're part of the Zeme team. Within the first week they were contributing meaningfully to our codebase.

Elior Alayev

Founder & CEO, Zeme

The Logiciel team worked tirelessly and built everything we needed, with security and best practices across our entire platform. It allowed us to become #1 in our industry, and we couldn't have done it without them.

David Buzzelli

Co-Founder, JobProgress

Questions

Frequently asked questions.

What does Data Architecture Consulting for Energy include?

We cover strategy, architecture, build, deployment and operations for Data Architecture Consulting for Energy, aligned with your business priorities and operating constraints.

How long does Data Architecture Consulting for Energy typically take?

Most engagements reach a working pilot within 4-8 weeks, while larger rollouts run across phased waves over several months.

Can Logiciel integrate Data Architecture Consulting for Energy with our existing systems?

Yes. We integrate with cloud platforms, CRMs, ERPs, EHR, OT systems, analytics tools and other operational infrastructure depending on the use case.

Do you offer fixed-cost engagements for Data Architecture Consulting for Energy?

Yes. We offer milestone-based pricing once scope, KPIs and delivery requirements are agreed.

Who owns the deliverables from a Data Architecture Consulting for Energy engagement?

You retain ownership of all workflows, integrations, prompts, infrastructure, systems and implementation assets.

How do you handle governance and compliance for Data Architecture Consulting for Energy?

We implement governance frameworks, observability, access controls, audit trails and compliance-aligned deployment practices.

How do you optimize cost for Data Architecture Consulting for Energy?

We tune infrastructure, automate resource management, optimise deployment workflows and report operational cost back to teams and product lines.

Do you support ongoing operations after launch for Data Architecture Consulting for Energy?

Yes. We run managed operations with SRE, observability, on-call and continuous improvement.

Let's build

Accelerate Data Architecture Consulting for Energy.

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.

Plan your energy data architecture

Data Architecture Consulting for Energy.

See Logiciel in action.

Why Energy Data Architecture Is So Hard to Get Right.

SCADA, historians and OT platforms hold real-time data that operations depend on.

IT systems hold financial, market, customer and asset data.

NERC CIP, ISO 27001 and HSE controls limit how data moves between domains.

Vendor platforms hold critical data behind closed APIs.

Analytics, AI and operations all want the same data, with different SLAs.

Existing data platforms were built around one use case and now have to do three.

What You Get When You Work With Logiciel on Energy Data Architecture.

Energy Data Architecture Solutions Built for Production.

Lakehouse Architecture for Energy

OT-IT Data Integration Architecture

Historian and Sensor Data Platforms

Streaming Data Architecture

Market and Trading Data Architecture

Renewables Data Architecture

Data Governance for Energy

Engagement Models Designed for Data Architecture Consulting for Energy Delivery.

Dedicated Data Architecture Squad

Data Architecture Advisory

Outcome-Based Architecture Engagements

Energy Data Architecture Services We Deliver.

Energy Data Architecture Strategy

Lakehouse Architecture for Energy

OT-IT Data Integration Architecture

Historian and Sensor Data Architecture

Streaming Data Architecture

Market, Trading and Renewables Architecture

Energy Data Governance Architecture

Energy AI Data Architecture

Data Architecture Consulting for Energy Insights & Frameworks.

Energy Lakehouse Reference Architecture

OT-IT Data Integration Pattern

Our Data Architecture Consulting for Energy Framework.

Discovery and Architecture Assessment

Target Architecture Design

Architecture Validation

Implementation Roadmap

Implementation Support

Tailored engineering for your industry.

Cut development costs 50% and launched 3× faster with dedicated dev teams.

Scaled to 7-figure ARR with AI-augmented software teams.

56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Insights for tech leaders.

Bad Data Costs $12.9m A Year. Reverse ETL Syncs It Into The CRM.

The Agentic AI Architecture Blueprint

How an Energy Retailer Used Agents to Automate 40% of Customer Ops

What our clients say.

Frequently asked questions.

Accelerate Data Architecture Consulting for Energy.