Novon Data Management Framework
Why Data Foundations Matter
Today’s organisations are generating more data, from more sources, at greater speed than ever before. But volume alone doesn’t create value.
Leaders need data they can trust, understand, and action.
Novon’s Data Management Framework (DMF) provides a structured, modern approach that helps organisations transform scattered, inconsistent datasets into a strategic asset that drives performance, customer experience, and innovation.
Our Data Management Framework
Practical. Scalable. Built for Modern Data Teams.
The Novon DMF combines the globally recognised DMBOK standard with Novon’s deep hands-on experience across architecture, engineering, and governance. This creates a framework that is both industry-tested and delivery-ready.
What the DMF Does.
- Aligns business strategy with a clear data management strategy
- Creates a structured blueprint for managing and governing data
- Identifies maturity gaps and defines a target future state
- Supports integration, analytics, and AI initiatives
- Ensures technology and business teams operate with a shared view of data
Becoming Data-Enabled or Data-First
Novon supports two future-state models:
Data-Enabled Organisation
A robust environment where all 11 DMF components are optimised, governance is embedded, and data supports key business functions effectively.
Data-First Organisation
A fully advanced model where every strategic decision is grounded in trusted data, supported by automated governance, real-time insights, and a unified business–technology operating model.
Wherever your organisation is today, we help define—and deliver—the path to your desired end state.
The Four Pillars of the Novon DMF
1. Data Health
Assessing the strength of your data foundations across governance, architecture, modelling, security, data quality, and integration.
2. Data Readiness
Determining whether your organisation is ready to make decisions with data at the centre, across culture, automation, and real-time capability.
3. Data Abilities
Evaluating whether the right principles, architecture and data models are in place to support complex initiatives.
4. Data Execution Capabilities
Understanding how effectively your organisation can deliver real-world data outcomes across people, process, and technology.
What This Means for Your Organisation
Novon converts the DMF findings into a structured, actionable roadmap that can include:What This Means for Your Organisation
- Target maturity across all 11 components
- A practical sequence of uplift initiatives
- Architecture principles and design patterns
- Required team roles and responsibilities
- Improvements to your data operating model
- Accelerators for integration, governance, and analytics
- Clear pathways to becoming data-first
The result is a repeatable, scalable approach to every data project—reducing delivery risk and maximising business outcomes.
Why Novon
Novon makes data matter—every project, every decision.
Practical, real-world expertise shaped by decades of architecture and engineering delivery
A modern approach blending governance, modelling, cloud, automation, and AI readiness
Deep alignment of business and technology
A clear, repeatable, and scalable method used across industries
