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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

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