

Healthcare Consultant
Call Free on 0800-123-456

A consultancy service focused on data quality, structure, accessibility, and insight generation. Ideal for consultants helping SMEs clean, organise, and leverage their data before implementing AI systems. Includes data mapping, KPI frameworks, dashboards, and readiness scoring.
Call Free on 0800-123-456

AI Native Data & Insights Consultants
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AI NATIVE DATA & INSIGHTS SERVICES - CASE STUDY 2
Unified Data Mapping & Structural Redesign
Client
Oxfordshire Home Services
Sector
Home Services

Challenge
Data was entering the business from multiple tools with no consistent structure, causing reporting errors and slow decision‑making.
Solution
We mapped every data flow, redesigned the structure, and created a unified model that connects all operational, customer, and financial data.
Results
Reporting accuracy increased, duplication was eliminated, and the business gained a scalable data foundation.
Detailed Description
We rebuilt the client’s data architecture from the ground up, mapping every data flow and restructuring how information moves through the business. The project eliminated fragmentation, standardised fields, and created a unified model that supports accurate reporting and scalable automation. By organising operational, customer, and financial data into a clean, logical structure, the business gained faster reporting cycles, improved reliability, and a future‑proof data ecosystem ready for dashboards and AI tools.
KPI Metrics
55% reduction in duplicated data
33% faster reporting cycles
28% improvement in data reliability
Services used
Data Mapping, Structure, Home Services
Before & After
Before:
Fragmented data, inconsistent fields, manual fixes.
After:
Unified structure, clean flows, scalable architecture.
Testimonials
“Our compliance processes finally feel controlled and predictable.” — Compliance Manager
