Driving Transformation: A Proposed Metamodel

Wondering how to model a transformation? This article is for you. It presents a structural framework designed to organize an organization’s strategic and operational data.

It defines a series of key entities, such as ambitions, challenges, and initiatives, while specifying their specific attributes and performance indicators. It emphasizes logical interconnections, illustrating how projects mobilize resources and transform business processes.

This modeling makes it possible to identify synergies and prioritize investments based on the company’s actual capabilities.

By facilitating the analysis of dependencies and risks, this repository becomes a powerful strategic management tool that you can implement within an enterprise architecture repository.

The ultimate goal is to enable informed governance by addressing complex issues regarding resource alignment, as well as the company’s societal mission.

1. Translating Vision into Action (Top-Down)

The process begins by translating high-level strategy into actionable elements:

• Strategic Ambition sets the course (vision, value statement).

  
  

• It breaks down into Challenges, which are concrete initiatives championed by sponsors and leaders within the organization.

  
  

• Each Challenge is broken down into Initiatives or Projects. This is where strategy becomes operational, with budgets, project managers, and specific milestones.

  
  

2. Anchoring in the Operational Foundation

Once the Initiative is launched, the metamodel shows how it directly impacts the reality of the business (“the field”):

• Process Transformation: The Initiative modifies or creates business processes, which constitute the organization’s day-to-day operations.

  
  

• Mobilization of Capabilities: It relies on cross-functional capabilities (e.g., Data & AI, Digital Marketing) to succeed.

  
  

• Use of Resources and Assets: The Initiative consumes resources (tools, data) and uses specific tools, particularly digital or AI tools, to support the processes.

  
  

• Human Capital Development: It enables the development of new skills (knowledge, know-how) among employees.

  
  

3. The Feedback and Measurement Loop (Bottom-Up)

The link is not one-way; the model ensures that operations effectively support the strategy:

• Key Performance Indicators (KPIs): Initiatives produce results measured by quantified objectives. These KPIs allow us to verify whether we are moving closer to the initial strategic ambition.

  
  

• Market Targeting: Initiatives target specific market segments, whose success is also monitored by KPIs.

  
  

4. Ensuring Consistency and Risk Management

The metamodel incorporates governance elements to ensure that operational execution remains aligned and secure:

• Risk Management: Risks impact initiatives, and certain initiatives have the specific role of mitigating these risks.

  
  

• Cross-Functional Attributes: For each element, we track the priority, the cost, and above all the contribution to the purpose (mission), ensuring that every concrete operation has strategic and societal meaning.

  
  

In summary, this model allows us to move from the desired “value” to the ‘tool’ used or the “expertise” mobilized, while maintaining a clear record of the dependency between each level.

Questions this framework helps answer

Here are the types of questions you can ask using this framework:

1. Analysis of strategic alignment and value

These questions help verify whether operational efforts truly serve the company’s ambition:

• Contribution to the mission: “Which initiatives have the greatest impact on social commitment (mission), and what is their combined budget compared to other projects?”

  
  

• Prioritization by value: “What are the challenges addressed by initiatives with low expected ROI but high strategic contribution?”

  
  

• Performance tracking (KPIs): “For a given strategic ambition, which KPIs are falling behind, and which specific initiatives are responsible for this underperformance?”

  
  

2. Analysis of dependencies and shared resources

This section is crucial for identifying bottlenecks or opportunities for economies of scale:

• Critical dependencies: “Which initiatives depend on the ‘Data Foundation’ or other shared technological resources?”

  
  

• Pooling potential: “Which capabilities currently support multiple challenges simultaneously, and do they pose a risk of saturation?”

  
  

• Project interdependencies: “If an initiative falls behind schedule, which other challenges or market segments will be impacted by a domino effect due to inter-challenge dependencies?”

  
  

3. Transformation and Maturity Analysis

The framework enables the management of evolving work methods and tools:

• Technological lever: “Which business processes have strong automation potential but are not yet supported by a tool (AI or digital)?”

  
  

• Skills gap: “What are the critical skills (know-how) that need to be developed to ensure the success of the initiatives in the N+1 horizon, and which target population is involved?”

  
  

• Operational maturity: “Are there any processes with a low level of maturity that are nonetheless critical to the achievement of a major challenge?”

  
  

4. Risk Management and Resilience

The model allows you to visualize how threats impact the strategy:

• Strategic Exposure: “What are the major risks affecting priority initiatives, and have we planned mitigation initiatives for each of them?”

  
  

• HR and Data Impact: “Which initiatives have a strong dependence on HR or data but do not yet have an identified leader or data owner?”

  
  

5. Examples of cross-functional queries cited in the sources

The metamodel is specifically designed to answer:

• “Which capabilities are undersized relative to the challenges they support?”.

  
  

• “Which initiatives depend on the Data Foundation?”.

  
  

In summary, this framework enables a shift from a “siloed” view to a systemic view where one can trace the common thread between an IT tool, an employee’s skill set, and the company’s ambition.

Key information for structuring the framework

To measure the contribution to the mission (or societal commitment) within this framework, several types of attributes are used, ranging from qualitative assessment to quantitative measurement:

1. The specific contribution attribute

The most direct element is one of the cross-cutting attributes defined in the metamodel:

• Contribution to the purpose (mission): This attribute must be mapped for each element of the reference framework to assess its alignment with the company’s societal objectives.

  
  

2. Strategic Ambition Attributes

Since the mission is embodied in the long-term vision, two attributes of the Strategic Ambition entity are essential:

• The Value Statement: It describes in qualitative terms how the ambition serves the mission.

  
  

• The Target KPI: It sets the numerical target to be achieved to validate the success of this ambition.

  
  

3. Performance Measurement Attributes (KPIs)

The concrete link between actions and the mission is measured by the Quantified Objective (KPI) entity, which has the following attributes:

• Current Value and Target Value: To track actual progress against commitments.

  
  

• Unit and Measurement Frequency: To ensure the reliability and consistency of impact tracking.

  
  

4. Initiative Evaluation Attributes

Since societal commitment is achieved through initiatives, the attributes of these initiatives make it possible to measure their effort and effectiveness:

• Expected Benefit: To anticipate the initiative’s positive impact on the mission.

  
  

• Expected ROI: Although often financial, it can be expanded to include societal return on investment.

  
  

• Priority and Criticality: To identify the projects most vital to the survival or fulfillment of the mission.

  
  

In summary, measuring the contribution to the mission relies on cross-referencing the qualitative attribute of “contribution to the purpose” with the quantitative data from the KPIs linked to initiatives and strategic ambitions.

Driving Transformation

Implementing such a transformation framework cannot be improvised. It requires a simultaneous understanding of both the strategic and operational levels, the ability to model interdependencies, and above all, a method to sustain the model over the long term.

This is precisely what Gabriel Greenfield offers with his Meridian methodology: Suggest, Facilitate, Support. From the design of the metamodel to its integration into the company’s governance tools, we support our clients in transforming a data architecture into a true lever for strategic management, aligned with their mission and transformation ambitions.