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About Contact Us
AI-first engineering

Data Architecture Consulting.

Logiciel helps enterprises modernize data architecture with scalable cloud-native systems, real-time analytics infrastructure, and AI-ready operational frameworks.

Get started

See Logiciel in action.

Tell us what you're building and we'll take it from there.

3 models
Dedicated team, advisory, outcome-based
3 focuses
Cloud-native, real-time analytics, AI-ready
2011
Building production software, since
75+
Clients served in North America
Why Logiciel

Why Enterprise Data Architecture Becomes Difficult to Scale.

Why Logiciel · 01

Legacy architectures limit scalability and real-time visibility.

Why Logiciel · 02

Business data remains fragmented across operational systems.

Why Logiciel · 03

Analytics environments struggle to support AI and automation initiatives.

Why Logiciel · 04

Governance and compliance controls become inconsistent across platforms.

Why Logiciel · 05

Infrastructure complexity increases operational overhead.

Why Logiciel · 06

Internal teams lack modern cloud and enterprise data architecture expertise.

What you get

What Enterprises Gain With Logiciel.

Our data architects build enterprise-grade data foundations optimized for analytics, scalability, governance, and AI readiness.

01

Dedicated data architecture teams

covering modernization, governance, integrations, and cloud infrastructure

02

Scalable reference architectures

for analytics, operational intelligence, and AI-driven systems

03

Cloud-native infrastructure optimized

for performance, reliability, and operational flexibility

04

Governance frameworks

with observability, lineage tracking, and operational monitoring

05

Outcome-focused consulting

aligned with scalability, operational efficiency, and business intelligence goals

What we build

Data Architecture Solutions Built for Enterprise Operations.

01

Enterprise Analytics & Business Intelligence

Design centralized data architectures that improve reporting consistency, operational visibility, and enterprise decision-making.

02

AI & Machine Learning Infrastructure

Build AI-ready data ecosystems that support model operations, feature engineering, predictive analytics, and machine learning workflows.

03

Financial Services & Operational Reporting

Modernize operational reporting systems, governance frameworks, and enterprise analytics environments.

04

Healthcare & Clinical Data Infrastructure

Operationalize secure healthcare data architectures designed for analytics, workflow automation, and compliance-driven operations.

05

SaaS & Product Data Platforms

Design scalable product analytics systems, customer telemetry architectures, and operational intelligence environments.

06

Real Estate & Property Intelligence

Build data ecosystems for portfolio analytics, forecasting systems, operational reporting, and business intelligence workflows.

Engagement

Engagement Models Designed for Data Architecture Consulting.

01

Dedicated Data Architecture Team

What it meansAn embedded architecture and engineering squad aligned with your modernization roadmap, infrastructure goals, and analytics priorities.
02

Data Strategy Advisory Support

What it meansExtend internal teams with enterprise data architects, cloud specialists, governance consultants, and analytics experts.
03

Outcome-Based Architecture Projects

What it meansFixed-scope architecture modernization engagements aligned with operational KPIs, scalability targets, and business outcomes.
How we work

Our Enterprise Data Architecture Framework.

01

Data Environment & Infrastructure Assessment

We evaluate operational systems, architecture gaps, infrastructure bottlenecks, governance maturity, and scalability challenges.

Included
02

Enterprise Data Architecture Planning

Our teams define cloud strategies, storage systems, governance frameworks, integration models, and operational workflows.

Included
03

Platform & Infrastructure Design

We design scalable data ecosystems, analytics environments, processing systems, and operational data architectures.

Included
04

Implementation & Operational Integration

Data systems move into production with governance controls, monitoring frameworks, observability systems, and operational automation.

Included
05

Continuous Optimization & Scalability

We improve data performance, infrastructure reliability, governance maturity, and operational scalability over time.

Included
Under the hood

Data Architecture Consulting Services We Deliver.

01

Enterprise Data Architecture Strategy

Architecture planning, modernization roadmaps, cloud migration strategies, and operational scalability consulting.

Under the hood
02

Cloud Data Architecture

AWS, Azure, and Google Cloud architectures optimized for enterprise analytics, AI operations, and business intelligence systems.

Under the hood
03

Data Platform Modernization

Legacy infrastructure transformation, lakehouse architectures, warehouse modernization, and operational data ecosystems.

Under the hood
04

Real-Time Data Architecture

Streaming architectures, event-driven systems, operational analytics infrastructure, and low-latency data environments.

Under the hood
05

Data Governance & Compliance

Governance frameworks, operational controls, data lineage systems, observability platforms, and compliance-ready architectures.

Under the hood
06

AI-Ready Data Architecture

Scalable infrastructure for machine learning workflows, predictive analytics, enterprise AI systems, and operational automation.

Under the hood
07

Enterprise Data Integration Architecture

Architectures for APIs, operational systems, cloud platforms, CRMs, ERPs, and enterprise workflow integrations.

Under the hood
Insights

Data Architecture Insights & Enterprise Frameworks.

Implementation frameworks from Logiciel teams helping enterprises modernize data operations at scale:

01

Enterprise Data Modernization Framework

How organizations transition from fragmented legacy environments to scalable cloud-native data ecosystems.

↳ Insights
02

AI-Ready Data Architecture Framework

A practical framework for building data systems optimized for analytics, automation, and enterprise AI adoption.

↳ Insights
Selected work

Tailored engineering for your industry.

Zeme · Real EstateCut 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 · ConstructionScaled to 7-figure ARR with AI-augmented software teams.
Construction

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

KW · Real Estate56M+ workflows automated, saving agents 30% time with AI-powered tasks.
Real Estate

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

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.

Patrick Fingles

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

Patrick Fingles
Patrick Fingles
CEO, Leap
Elior Alayev

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
Elior Alayev
Founder & CEO, Zeme
David Buzzelli

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
David Buzzelli
Co-Founder, JobProgress
Questions

Frequently asked questions.

What is data architecture consulting?

Data architecture consulting helps enterprises design, modernize, and optimize scalable data systems, cloud infrastructure, governance frameworks, and analytics environments.


Why is modern data architecture important?

Modern data architecture improves operational visibility, scalability, analytics performance, AI readiness, governance consistency, and infrastructure flexibility.


Can Logiciel modernize legacy data environments?

Yes. We modernize legacy warehouses, migrate infrastructure to cloud-native environments, and optimize enterprise data ecosystems for scalability.


Do you support cloud-native architectures?

Yes. We design architectures for AWS, Azure, Google Cloud, Snowflake, Databricks, Kubernetes, and hybrid enterprise environments.

Can your architectures support AI and machine learning systems?

Yes. We build AI-ready infrastructure optimized for model operations, analytics workflows, automation systems, and enterprise AI adoption.

How do you manage governance and compliance?

We implement governance frameworks, lineage systems, observability platforms, access controls, operational monitoring, and compliance-focused architectures.

Can Logiciel integrate with existing enterprise systems?

Yes. We integrate with CRMs, ERPs, APIs, operational systems, cloud environments, analytics platforms, and enterprise applications.

Do you provide ongoing architecture support?

Yes. We provide continuous optimization, governance improvements, infrastructure support, operational scalability guidance, and modernization advisory services.

Let's build

Accelerate Enterprise Data Modernization.

Partner with Logiciel to build scalable data ecosystems that improve operational visibility, enable AI adoption, and support enterprise growth with production-ready infrastructure.