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06 · Data & Intelligence

Saha Finance: decisions built on one version of truth

A business intelligence layer unifying acquisition, product, and customer signals into clear operating decisions.

Data & Intelligence

Project overview

A business intelligence layer unifying acquisition, product, and customer signals into clear operating decisions.

Industry
Financial Services
Year
2026
Market
Saudi Arabia
Capabilities
Measurement strategy · Data modeling · Dashboard UX · Decision workflows
Business intelligence dashboard with funnel, channel, and session analytics on a wide monitor
06Saha Finance2026

The challenge

What the project needed to solve

Marketing, product, and commercial teams relied on separate reports with different definitions. Meetings focused on reconciling numbers instead of deciding what to do next.

The response

One connected system, not isolated outputs

We established shared measurement definitions, modeled the critical journey, and designed role-based dashboards that surface exceptions, opportunities, and the decisions attached to each signal.

How it came together

A focused path from signal to experience

  1. 01

    Define the truth

    Agree on the business questions, metrics, and ownership behind every signal.

  2. 02

    Model the journey

    Connect acquisition, behavior, and customer value in one usable structure.

  3. 03

    Design the decision

    Present the right signal to each team with a clear operating action.

Capabilities

What we delivered

  • Measurement dictionary
  • Cross-channel data model
  • Executive dashboard suite
  • Team performance views
  • Weekly decision playbook

Designed impact

What changed for the business

Shared

Measurement language

Teams work from consistent definitions and trusted signals.

Faster

Decision rhythm

Dashboards lead directly to priorities, owners, and actions.

Actionable

Business intelligence

Reporting is shaped around decisions rather than data volume.

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