Industry Expertise.
Our specialist focus is Microsoft architecture and governance, and that expertise applies across industries.
Our experience includes delivery in telecommunications, FMCG, regulated environments, professional services, and multi entity global organisations.
Telecommunications
FMCG
Regulated Environments
Professional Services
Multi Entity Global Organisations
Industry Architecture Framework
Regardless of the domain, every industry engagement is assessed and engineered against a strict architectural template to ensure operational reliability and governance.
Typical business questions
Defining the core executive and operational questions the data platform must answer with absolute certainty.
Systems landscape
Mapping the existing ERP, CRM, and operational systems to establish a robust ingestion and integration strategy.
KPI priorities
Establishing centralised definitions for critical performance metrics to prevent metric drift across departments.
Reporting risks
Identifying areas of manual dependency, data siloing, and reconciliation failure before architecture design begins.
Recommended semantic approach
Engineering the data model (Star schema, Snowflake, composite models) tailored to the industry's granularity requirements.
Fabric architecture considerations
Designing medallion layering, capacity utilisation, and workspace segmentation specific to the data volume and velocity.
Security & governance considerations
Implementing row-level security (RLS) and environment separation to meet specific industry compliance and regulatory standards.
Automation opportunities
Identifying controlled Power Automate workflows to bridge the gap between analytical insight and operational action.
Example outcomes
Defining measurable objectives such as reduced reconciliation times, performance improvements, and audit traceability.