DataNovis

Our 43 Framework

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Overview

A structured, outcomes-first approach to data transformation

The 4³ Framework is our way of simplifying the complexity of data transformation into a clear, scalable model. It aligns how we work (Our Approach), what we deliver (Our Services), and why it matters (Client Impact Areas) — each broken into four core elements. This tri-layered structure ensures we don’t just solve data problems — we create sustained business value.


Why 43

Data success depends on alignment across three dimensions:

- A clear approach to guide the journey.

- The right services to deliver real progress.

- Focus on the outcomes that matter most.


By structuring each dimension into four elements, we bring clarity, consistency, and depth to every engagement — while maintaining the flexibility to meet each client's unique needs.


How It Works Together

Each engagement can begin at any point — a cultural shift, a strategic need, or a performance challenge — but through the 43 Framework, we ensure alignment across all layers. This gives clients a holistic path from problem to solution to lasting impact.


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