Logiciel helps enterprises design, build and operate master data management systems that improve consistency, governance and trust across business-critical data. From master data management strategy and MDM platform implementation to data quality, entity resolution, cloud infrastructure services, monitoring and managed operations, we help teams turn fragmented data into reliable enterprise intelligence.

Book an Intro Call Common Questions

5 steps

Master data management framework

3 models

Engagement models for MDM delivery

Why Logiciel

Why Master Data Management Matters for Enterprise Teams.

Why Logiciel · 01

Customer, product, vendor, asset and account data exists in multiple systems.

Why Logiciel · 02

Teams define the same entity differently across departments.

Why Logiciel · 03

Reports conflict because source systems do not agree.

Why Logiciel · 04

Data quality issues affect analytics, operations, automation and AI workflows.

Why Logiciel · 05

Master data management tools are implemented without a clear operating model.

Why Logiciel · 06

Cloud infrastructure monitoring is missing across critical data workflows.

Why Logiciel · 07

Business leaders need trusted master data before scaling digital initiatives.

What you get

What You Get When You Work With Logiciel on Master Data Management.

We build master data management models that create trusted, governed and reusable enterprise data.

A clear master data management strategy tied

to business priorities

Master data domains defined

across customers, products, vendors, assets and accounts

Entity resolution

golden records and survivorship rules for trusted data

MDM master data management workflows connected

to CRMs, ERPs, SaaS tools and data platforms

Data governance

quality rules, lineage and access controls built into the master data lifecycle

Cloud infrastructure services

that support scalable and reliable MDM platforms

A practical master data management framework your teams can maintain after launch

What we build

Master Data Management Solutions Built for Enterprise Workloads.

Master Data Management Strategy

Current-state assessment, domain selection, operating model design, platform planning and phased implementation roadmap.

Master Data Management System Design

Architecture for master data entities, golden records, hierarchies, relationships, workflows, APIs and integration patterns.

Master Data Management Platform Implementation

Implementation and integration of master data management platforms, master data management software and enterprise MDM tools.

Entity Resolution and Golden Records

Matching, merging, deduplication, survivorship rules, hierarchy mapping and profile enrichment for trusted master data.

Informatica Master Data Management Integration

Integration and support for Informatica master data management environments, workflows, data models and governance processes.

Cloud Infrastructure Services for MDM

Cloud infrastructure architecture, deployment, security, scalability and monitoring for enterprise master data management systems.

Managed Master Data Operations

Ongoing monitoring, data quality review, issue resolution, platform administration, workflow tuning and continuous improvement.

Engagement

Engagement Models Designed for Master Data Management Services Delivery.

Dedicated MDM Engineering Squad

A standing team of data engineers, data architects, governance consultants and cloud infrastructure specialists embedded into your MDM roadmap.

Engagement

MDM Advisory and Staff Augmentation

Senior master data management consultants who strengthen your internal data, analytics, governance, platform or engineering teams.

Engagement

Outcome-Based Master Data Management Delivery

Fixed-scope engagements with defined MDM domains, platform milestones and success baselines agreed up front.

Engagement

Under the hood

Master Data Management Services We Deliver.

MDM Diagnostic and Roadmap

What it meansDetailed assessment of master data domains, source systems, duplicates, quality gaps, governance maturity and platform readiness.

Master Data Management Framework Design

What it meansDomain models, ownership rules, stewardship workflows, quality standards, approval paths and lifecycle management practices.

MDM Platform and Tool Implementation

What it meansImplementation of master data management tools, master data management software, MDM platforms, workflows, APIs and integration layers.

Entity Matching and Deduplication Engineering

What it meansMatching logic, duplicate detection, golden record creation, survivorship rules, hierarchy mapping and data enrichment workflows.

Data Governance and Quality Enforcement

What it meansData standards, validation rules, stewardship queues, access controls, lineage, auditability and policy-aligned governance workflows.

Cloud Infrastructure and Platform Monitoring

What it meansCloud infrastructure services, cloud infrastructure monitoring, performance dashboards, security controls, uptime tracking and cost visibility.

Managed MDM Operations

What it meansOngoing platform support, data quality monitoring, stewardship support, incident response, data model updates and continuous improvement.

Insights

Master Data Management Services Insights & Frameworks.

Patterns from our data engineering teams that help enterprises create trusted master data across fragmented systems.

Enterprise MDM Operating Model

How we structure ownership, stewardship, governance, quality reviews, platform monitoring and continuous improvement across master data domains.

↳ Insights

Master Data Management Readiness Framework

A practical approach to ranking MDM domains by business criticality, duplication risk, data quality maturity, integration complexity and governance exposure.

↳ Insights

How we work

Our Master Data Management Services Framework.

MDM Diagnostic and Baseline

We assess master data domains, source systems, duplicates, quality issues, ownership models, platforms and business priorities.

Domain and Source Mapping

We map master data entities, source systems, downstream consumers, data owners, quality rules and integration dependencies.

MDM Platform and Data Model Engineering

We build master data models, matching rules, golden records, platform workflows, integrations, APIs and governance foundations.

Governance, Quality and Infrastructure Monitoring

We harden the MDM system with quality checks, stewardship workflows, lineage, access controls, cloud infrastructure monitoring and dashboards.

MDM Operating Model

We hand over a repeatable master data management practice, including ownership, KPIs, governance reviews, runbooks and improvement cadences.

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

Building AI-Ready Healthcare Data Infrastructure: The 90-Day Roadmap from Staging Bottleneck to Production

Whitepaper · PDF

Building AI-Ready Data Foundations in Healthcare

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 Master Data Management Services include?

Master Data Management Services include master data management strategy, domain modelling, MDM platform implementation, entity resolution, golden records, data governance, quality enforcement, cloud infrastructure services and managed operations.

What is master data management?

Master data management is the practice of creating trusted, consistent records for core business entities such as customers, products, vendors, assets, employees and accounts across enterprise systems.

What are master data management tools?

Master data management tools help teams manage entity matching, deduplication, golden records, hierarchies, stewardship workflows, data quality, governance and integration across source and downstream systems.

Can Logiciel work with existing master data management software?

Yes. We can work with existing master data management software, master data management platforms and tools, including Informatica master data management environments, cloud-native MDM systems and custom platforms.

Why do MDM systems need cloud infrastructure monitoring?

MDM systems need cloud infrastructure monitoring because master data workflows are business-critical. Monitoring helps track uptime, performance, data quality, integration health, security and operational cost.

How long does Master Data Management Services typically take?

Most engagements produce a diagnostic, roadmap and initial MDM foundation within 4-8 weeks, while larger MDM programs run across phased implementation waves over several months.

Who owns the deliverables from a Master Data Management Services engagement?

You retain ownership of all master data models, matching rules, golden records, integrations, workflows, dashboards, governance assets, documentation, runbooks and implementation materials.

Do you support ongoing MDM operations after launch?

Yes. We run managed operations with monitoring, stewardship support, incident response, quality reviews, platform administration, cloud infrastructure monitoring and continuous improvement.

Let's build

Accelerate Master Data Management Services.

Ready to turn Master Data Management Services into a trusted foundation for analytics, operations and AI? Partner with Logiciel to unify critical business entities, improve data quality and operate MDM systems with production-grade control.

Start a master data assessment

Master Data Management Services.

See Logiciel in action.

Why Master Data Management Matters for Enterprise Teams.

Customer, product, vendor, asset and account data exists in multiple systems.

Teams define the same entity differently across departments.

Reports conflict because source systems do not agree.

Data quality issues affect analytics, operations, automation and AI workflows.

Master data management tools are implemented without a clear operating model.

Cloud infrastructure monitoring is missing across critical data workflows.

Business leaders need trusted master data before scaling digital initiatives.

What You Get When You Work With Logiciel on Master Data Management.

A clear master data management strategy tied

Master data domains defined

Entity resolution

MDM master data management workflows connected

Data governance

Cloud infrastructure services

A practical master data management framework your teams can maintain after launch

Master Data Management Solutions Built for Enterprise Workloads.

Master Data Management Strategy

Master Data Management System Design

Master Data Management Platform Implementation

Entity Resolution and Golden Records

Informatica Master Data Management Integration

Cloud Infrastructure Services for MDM

Managed Master Data Operations

Engagement Models Designed for Master Data Management Services Delivery.

Dedicated MDM Engineering Squad

MDM Advisory and Staff Augmentation

Outcome-Based Master Data Management Delivery

Master Data Management Services We Deliver.

MDM Diagnostic and Roadmap

Master Data Management Framework Design

MDM Platform and Tool Implementation

Entity Matching and Deduplication Engineering

Data Governance and Quality Enforcement

Cloud Infrastructure and Platform Monitoring

Managed MDM Operations

Master Data Management Services Insights & Frameworks.

Enterprise MDM Operating Model

Master Data Management Readiness Framework

Our Master Data Management Services Framework.

MDM Diagnostic and Baseline

Domain and Source Mapping

MDM Platform and Data Model Engineering

Governance, Quality and Infrastructure Monitoring

MDM Operating Model

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.

Building AI-Ready Healthcare Data Infrastructure: The 90-Day Roadmap from Staging Bottleneck to Production

Building AI-Ready Data Foundations in Healthcare

What our clients say.

Frequently asked questions.

Accelerate Master Data Management Services.