ENTERPRISE DATA & ANALYTICS

ALEQANT Data

Data Strategy, Modern Architecture & Master Data Governance

Transform disparate data assets into trusted, actionable business intelligence. ALEQANT designs scalable data architectures, implements master data management, and establishes reliable governance foundations.

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ALEQANT Architecture Framework Data
Connected Intelligence ALEQANT Data
People & Process
Data & Technology
Business Value
Enterprise Grade • Fully Governed • Outcome Focused
THE OPERATIONAL FRICTION

Eliminating Data Fragmentation and Information Silos

Organisations frequently operate across disparate legacy systems, duplicate records, and inconsistent data formats, preventing leaders from accessing a unified, reliable view of business performance.

01

Siloed Information Systems

Critical operational, financial, and customer data remains trapped in disconnected software applications.

02

Inconsistent Data Quality

Conflicting duplicate records and manual reconciliation lead to mistrust in reporting and slow decisions.

03

Unscalable Legacy Warehouses

Aging database infrastructure cannot keep pace with modern analytics, integration, or AI requirements.

EXPERTISE & SERVICES

ALEQANT Data Capabilities

Comprehensive, production-ready capabilities tailored to your organization's scale, architecture, and compliance requirements.

01

Data Strategy & Governance

Enterprise data roadmaps, data maturity diagnostics, stewardship policies, and regulatory compliance frameworks.

02

Enterprise Data Management

Comprehensive data management frameworks, lineage tracking, metadata architecture, and enterprise data lifecycle governance.

03

Master Data Management (MDM)

Single sources of truth, golden records, and governance for customer, supplier, product, and financial reference master records.

04

Data Quality Management

Automated data cleansing, profiling, validation rules, deduplication pipelines, and continuous quality monitoring.

05

Enterprise Data Architecture

Enterprise Data Architecture, Data Modelling, enterprise schemas, data mesh topologies, and cloud data architecture.

06

Cloud Data Platforms & Integration

Scalable data platforms across Snowflake, Databricks, BigQuery, AWS Redshift, Azure Synapse, and data integration pipelines.

07

Data Transformation & Modernisation

Low-risk legacy extraction, schema transformation, data cleansing, data harmonisation, and data modernisation.

08

Data Migration Engineering

Structured migration pipelines, pre-load data staging, automated schema validation, and complete audit reconciliation.

09

Analytics, BI & Dashboards

Executive business intelligence, data visualisation, interactive reporting and dashboards, and predictive analytics.

10

SAP Data Solutions & S/4HANA

SAP S/4HANA data migration, SAP Master Data Governance, SAP Business Partner data, customer/supplier/material master, and SAP data integration.

PROVEN BLUEPRINTS

Typical Solutions & Engagements

Practical architectures and delivery frameworks structured to resolve foundational challenges efficiently.

SOLUTION ARCHITECTURE 01

Master Data Hub & Golden Record Engine

Centralised MDM platform unifying customer, vendor, and product records across core enterprise apps.

Core Engineering Deliverables:
  • ✓ Entity resolution rules
  • ✓ Master reference repository
  • ✓ Automated sync connectors
SOLUTION ARCHITECTURE 02

Modern Cloud Data Lakehouse

Scalable analytics data platform consolidating transactional, marketing, and financial pipelines.

Core Engineering Deliverables:
  • ✓ ELT data pipelines
  • ✓ Governed data warehouse schemas
  • ✓ Executive BI dashboards
SOLUTION ARCHITECTURE 03

Data Governance & Catalog Implementation

Framework defining data ownership, stewardship workflows, lineage tracking, and regulatory compliance.

Core Engineering Deliverables:
  • ✓ Data dictionary & catalog
  • ✓ Access control policies
  • ✓ Compliance audit reports
SOLUTION ARCHITECTURE 04

SAP S/4HANA Data Migration & Master Data Governance

Enterprise SAP data transformation, Business Partner harmonization, and automated data quality validation for seamless S/4HANA transitions.

Core Engineering Deliverables:
  • ✓ SAP Business Partner data harmonization
  • ✓ Customer, supplier & material master validation
  • ✓ Pre-load cleansing and automated migration reconciliation
VALUE REALISATION

Measurable Business Outcomes

We focus on creating tangible operational and commercial value without unnecessary technical overhead.

Single Source of Truth

Eliminate conflicting reports by establishing unified, verified definitions across the organisation.

Informed Decision Velocity

Provide leadership with real-time, trustworthy commercial analytics and operational dashboards.

Operational Efficiency

Remove hundreds of manual hours spent extracting, reconciling, and correcting spreadsheet data.

AI Readiness Foundation

Supply clean, structured, and compliant data required for predictive models and generative AI systems.

METHODOLOGY

Systematic Delivery Approach

A disciplined, 4-stage engagement model designed to de-risk investment and accelerate production readiness.

01

Data Landscape Audit

Profile existing systems, data models, schema quality, and identify priority bottlenecks.

02

Architecture & Target Model

Design modern Lakehouse schemas, master data domains, and governance operating structures.

03

Pipeline Build & Quality Engineering

Develop automated ELT pipelines, validation checks, deduplication rules, and data catalogs.

04

Analytics Rollout & Governance Handover

Deploy executive dashboards, verify data lineage, and train internal data stewards.

PERSPECTIVES & ANALYSIS

Related Insights & Thinking

Practical perspectives from our teams on modern technology, governance, and business transformation.

CONNECTED INTELLIGENCE

Connected ALEQANT Solutions

ALEQANT solutions operate cohesively to connect people, process, data, AI, technology, and financial insight.

COMPLEMENTARY PILLAR →

ALEQANT AI

Leverage clean, governed data foundations to deploy predictive analytics and domain copilots.
COMPLEMENTARY PILLAR →

ALEQANT Finance

Connect verified transactional data directly into commercial reporting and management accounts.
START THE CONVERSATION

Ready to establish trusted data foundations?

Start the conversation with ALEQANT to design modern data architectures and eliminate information silos.

Direct Enquiries: [email protected]
Practice: ALEQANT Data
Enterprise Advisory: Connecting People, Process, Data, AI & Finance

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Discuss your requirements with our Data specialists.