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Secure. Compliant. Scalable Data & AI Architecture

The Data-verse at your fingertips

The Data-verse at your fingertipsThe Data-verse at your fingertipsThe Data-verse at your fingertips

Helping organisations unlock the full value of their data through modern architectures, governance, and Generative AI.

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Our Services

Enterprise Data Architecture

We design and deliver data platforms that are secure, compliant, and scalable. From conceptual modelling to implementation, we help clients modernise their data foundations with:

  • Data Mesh, Data Fabric, and Delta Lake architectures
  • Medallion and modular data pipelines
  • Migration planning and execution from on-prem to cloud


GenAI for Data & Analytics

Generative AI is transforming how data is analysed, modelled, and delivered. We embed GenAI into every stage of the lifecycle to accelerate delivery and reduce risk:

  • Metadata extraction and data discovery
  • Automated ETL/ELT design and optimisation
  • Business event modelling with AI assistance
  • Natural language data interrogation


Governance, Risk & Compliance

We ensure your data estate meets the highest standards for governance and regulation. Our frameworks are proven in highly regulated sectors such as finance, healthcare, and central government.

  • GDPR compliance and retention models
  • DAMA-aligned controls and Data Quality Indexing
  • Enterprise cataloguing and stewardship (Purview, Unity Catalog, Informatica, Axon, EDC)
  • Assurance frameworks for CIO-level confidence


Cloud Modernisation

Moving to the cloud is more than just a migration — it’s an opportunity to redesign for scale and agility. We specialise in cloud-native solutions across the big three platforms:

  • Azure: Databricks, Synapse Analytics, Purview, Fabric
  • AWS: Redshift, DynamoDB, S3, Glue
  • GCP: BigQuery, Looker, Vertex AI

We help clients shorten transformation timelines, rationalise reporting estates, and ensure new platforms deliver measurable business value.


Advisory & Leadership

Beyond technical delivery, we work as trusted advisors to CIOs, CTOs, and senior stakeholders. With over two decades of experience, we bring:

  • Strategic data roadmaps aligned to business KPIs
  • Target Operating Model (TOM) definition
  • Board-level assurance and standards
  • Cross-sector insights from finance, healthcare, government, defence, and aerospace

What We Do

At iTeQ Consulting, we specialise in turning complex, multi-source data into business-ready insights. With 20+ years of experience delivering enterprise-scale data programmes across government and private sector organisations, we help clients:

  • Modernise their data platforms – migrations to Azure, AWS, and Google Cloud.
  • Unlock value with Generative AI – accelerate design, metadata extraction, and ETL automation.
  • Strengthen data governance – embedding compliance, GDPR, DAMA, and regulatory frameworks.
  • Architect for scale – building meshes, fabrics, data lakes, and warehouses that stand the test of time.



Recent Success Stories

HMRC

Built an enterprise platform on Azure Databricks & Unity Catalog, embedding data mesh principles and a GenAI-driven intelligence platform.

bet365

Compressed 3,500 SQL reports into 350, cut migration timelines from 4 years to 18 months, and delivered a blueprint for global data asset management.

NHS Staff Bank

Architected a unified data bank on Salesforce infrastructure, ensuring nationwide scalability and compliance.



Case Studies – iTeQ Consulting


HMRC – Enterprise Data Intelligence Platform

Challenge: HMRC needed a scalable platform to unify council tax data, ensure compliance, and prepare for future AI-driven initiatives.

Solution: Designed and delivered an Enterprise Data Platform on Azure Databricks and Unity Catalog. Embedded Data Mesh principles and Medallion architecture, and implemented a Generative AI–driven Data Intelligence Platform to enhance security and insights.

Result: A governed, scalable foundation for advanced analytics and future enterprise-wide initiatives, delivering strategic value across HMRC.


bet365 – Cloud Migration & Reporting Rationalisation

Challenge: A 4-year Google Cloud migration programme was stalled, with 3,500 legacy SQL reports causing complexity and inefficiency.

Solution: Applied Business Event Analysis Modelling (BEAM) to rapidly capture requirements. Rationalised the reporting estate, designed the Enterprise Data Model, and defined the migration path to GCP.

Result: Reduced migration from 4 years to 18 months and compressed reports 10:1 (3,500 → 350). Established a reference blueprint for enterprise data asset management with global applicability.


NHS Staff Bank – Unified Workforce Data

Challenge: The NHS needed to unify workforce data across the UK to ensure scalability, accessibility, and compliance.

Solution: Architected a national Staff Data Bank on Salesforce infrastructure, applying conceptual and logical data modelling to guarantee quality and governance.

Result: Delivered a unified, compliant, and scalable platform supporting integration across nationwide NHS services.


Home Office – Data Quality Indexing

Challenge: Critical systems lacked measurable standards for data quality, creating compliance and operational risks.

Solution: Designed a configurable Data Trust Index and scorecard, embedding DAMA principles into Enterprise Architecture standards and governance.

Result: Enabled the Home Office to identify and address underperforming systems, strengthening both compliance and operational decision-making.

DEFRA – Waste Tracking & Packaging Tax

Challenge: DEFRA required a data model to support UK-wide waste tracking and new plastic packaging tax regulations.

Solution: Defined conceptual and logical data models using Sparx, including a comprehensive data dictionary and business glossary.

Result: Provided a scalable, regulatory-compliant data foundation supporting critical environmental and tax reporting initiatives.


ISG – Integrated Data Mesh for Reporting

Challenge: Multiple data sources were siloed, making compliance and advanced analytics difficult.

Solution: Implemented a Databricks ETL Mesh feeding into a warehouse of data marts, enriched with metadata and advanced reporting via Synapse Analytics and ML.

Result: Delivered a compliant, insight-driven reporting environment, strengthening business decision-making.


Control Risks – Insurance Risk Data Warehouse

Challenge: Control Risks needed to quantify and analyse insurance risk across diverse sources.

Solution: Built a Dimensional Data Warehouse model integrated with Master Data Management and an Enterprise Data Catalogue.

Result: Delivered enhanced, KPI-driven business insights, improving risk management decisions.



Why Choose iTeQ

  • Proven Track Record – delivery for UK government, finance, healthcare, and global enterprises.
  • CIO-Level Engagement – trusted advisor at board and executive level.
  • Balanced Approach – innovation combined with compliance, security, and operational resilience.

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