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DATA, BI & DECISION PRACTICE · BU-INT-001

Intelligence — from enterprise data to business decisions.

Strategy, data engineering, platforms, BI, analytics and data science connected as one decision-making practice.

THE INTELLIGENCE VALUE CHAIN

From enterprise data to business decisions.

Business intelligence is visible alongside data engineering, data platforms, analytics, data science, machine learning and AI-ready data. The disciplines connect; they are not separate offers.

01

Data foundation

Create reliable, governed and scalable data foundations.

  1. 01Source systems
  2. 02Data ingestion
  3. 03Integration
  4. 04Data engineering
  5. 05Data platform
02

Data products

Turn raw data into reusable enterprise information products.

  1. 01Data modelling
  2. 02Semantic layer
  3. 03Governed datasets
  4. 04Reusable metrics
  5. 05Data APIs
03

Decision experience

Turn enterprise data into human and machine-assisted decisions.

  1. 01Business intelligence
  2. 02Analytics
  3. 03Data science
  4. 04Machine learning
  5. 05Decision intelligence
SOURCE SYSTEMS → GOVERNED DATA → DATA PRODUCTS → BI, ANALYTICS, ML & DECISION INTELLIGENCE
CAPABILITY MAP

DATA STRATEGY

  • Data strategy
  • Operating models
  • Architecture
  • Governance
  • Maturity

DATA ENGINEERING

  • ETL / ELT
  • Pipelines
  • Integration
  • Data quality
  • Orchestration

DATA PLATFORMS

  • Warehouses
  • Lakes and lakehouses
  • Cloud platforms
  • Modelling
  • Semantic models

BUSINESS INTELLIGENCE

  • Power BI and equivalent platforms
  • Dashboards
  • Executive reporting
  • KPI frameworks
  • Self-service BI
  • Embedded analytics

ADVANCED ANALYTICS

  • Forecasting
  • Statistical modelling
  • Optimisation
  • Predictive analytics

DATA SCIENCE & ML

  • Experimentation
  • Feature engineering
  • Model development
  • Monitoring
  • ML pipelines

AI-READY DATA

  • Enterprise knowledge
  • Semantic data products
  • Retrieval-ready information
  • Governed agent access
ROUTE A DATA OR BI PROBLEM

Start from the business problem, not a technology choice.

REPRESENTATIVE PATH

Our reporting is fragmented.

  1. 01Data assessment
  2. 02Semantic model
  3. 03BI platform
  4. 04Dashboards
  5. 05Governance
INTELLIGENCE IN SGOS

A specialist practice on one governed operating foundation.

Intelligence connects data strategy, integration, data and BI products, AI-ready knowledge and operating capability. The required hand-offs vary by customer problem; SGOS keeps governance, ownership and knowledge capture consistent.

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INTELLIGENCE INTAKE

Discuss your data or BI challenge.

Choose a starting point. This is a lightweight route into SGDataInt's group intake, not a public architecture questionnaire.

Continue with Business Intelligence

ROUTED TO INTELLIGENCE-LED GROUP INTAKE