From Hidden Commitments to Informed Decisions

A CFO Perspective on Structural Risk – and Where It Leads

Most organisations can tell you how they are performing. Far fewer can tell you, with confidence:

• what they are committed to across contracts, policies and agreements
• where those commitments depend on fragile suppliers, systems, projects, products or teams
• how close they are to breaching those commitments under current conditions

For a CFO, this matters.

Because financial exposure rarely comes from a single failure. It comes from how multiple obligations, constraints and dependencies interact.

The Missing Visibility

In most organisations:

• obligations sit in contracts, SLAs and policies
• constraints exist in capacity, funding, regulation and timing
• dependencies span suppliers, systems, teams and programmes

All of this information exists. But it is:

• buried in documents
• fragmented across systems
• understood locally, not systemically

So when pressure builds, it is not immediately visible.

• A supplier delay becomes a delivery issue.
• A delivery issue becomes a contractual breach.
• A contractual breach becomes financial and reputational impact.

By the time it appears in reporting, it is already too late to act early.

Innovation from BIG Partners

Tony Stanley has supported BIG from our early days, and has been especially active in our Information and Data domain. He has been busy innovating – and is developing a capability that puts AI to a task that organisations either do not do, or pay teams of Procurement professionals to try to keep up with – that is extracting meaning out of contracts to surface obligations, constraints and dependencies so we can include them easily in all levels of our governance activity. He calls this capability x42.

What x42 Changes

The x42 approach starts from a different place.

It focuses on making three things visible and connected:

• obligations – what must be delivered
• constraints – what limits delivery
• dependencies – what relies on what

Using AI-assisted extraction, these are derived from documents and connected into a structured model of the organisation.

This creates something most organisations do not currently have: A model that can compute how commitments interact and fail across the enterprise.

Why This Matters to a CFO

This is not about better dashboards. It is about computing exposure before it materialises.

With this kind of structural visibility, a CFO can begin to see:

• cumulative dependency on critical suppliers
• contractual obligations attached to specific products or services
• systemic reliance on overstretched teams or constrained resources
• where multiple pressures are likely to combine into failure

Crucially, this allows earlier intervention. Not when targets are missed. But when pressure is building. Not when a breach occurs. But when the conditions for breach are forming.

Have a think about this little example. The Chairman of the cricket club has the idea for a celebrity cricket match which could fund the club for a year and grow the juniors section – but will it kill the club?

This is the difference between reporting outcomes and understanding risk.

The Limitation of Insight on Its Own

However, insight alone does not constrain outcomes.

Even with a clearer view of obligations and dependencies, organisations still need to answer:

• what do we prioritise differently?
• what do we stop, start or adjust?
• who is accountable for intervention?

Without that connection, this kind of capability risks being treated as…

• another analytical layer
• another input to governance
• another report, albeit a more sophisticated one

The real value comes when these insights shape how the organisation actually operates.

From CFO Insight to Organisational Decision-Making

Across the organisation, this takes the form of a governance data spine:

• Drivers – why we are acting
• Objectives – what must be achieved
• Organisation units and accountable leaders
• Measures of performance
• Controls – risks, issues, decisions, dependencies
• Resources – people, funding, facilities

x42 complements this by bringing into view what typically sits outside it:

• obligations
• constraints
• cross-domain dependencies

When these are connected, something changes.

• Objectives are no longer set in isolation from existing commitments.
• Risks are no longer considered only within functional silos.
• Decisions can be tested against how the organisation actually operates, not just how it is planned.

How This Can Be Introduced

In practice, this does not need to start as a large programme. A sensible path is:

1. Prove the insight
Run a focused proof of concept to surface obligations, constraints and dependencies in a specific area.

2. Interpret the impact
Translate those insights into potential interventions, priorities and trade-offs.

Imagine the impact of this. Hundreds of contract documents with their essence extracted into  data that can be sliced and diced – which you can ask sensible questions against. While this offers huge value to a CFO – the value to an organisation does not need to stop there…

Where This Could Lead

The key is not the model itself, but how it is used. If organisations begin to make obligations, constraints and dependencies visible in this way, the impact is not limited to better insight.

 It constrains the decisions that can be made to those that are structurally viable.

Boards and executive teams can begin to see not just what is happening, but where pressure is building and how issues are likely to unfold.

• Trade-offs between objectives, risk and capacity become more explicit.
• Portfolio decisions can be made with a clearer view of downstream impact.
• Operational choices can take account of constraint interaction, not just local priorities.

Over time, governance shifts. From reviewing performance to understanding behaviour. From reacting to issues to anticipating them.

A Practical Starting Point

For a CFO, the starting point is straightforward:

• identify an area where obligations and exposure are not fully visible
• use a small set of documents and scenarios to surface structural insight
• test how that insight could inform real decisions

From there, the question becomes less about tooling, and more about integration.

Then What?

That is where the wider governance model matters, and further steps are needed:

3. Connect to decision-making
Use the outputs to define what portfolio, risk and performance decisions are actually viable.

4. Embed into governance
Link structural insight to objectives, resources and accountability through a joined-up governance approach.

How do we connect this understanding to how we run the organisation?

This is where a model for Business Integrated Governance is vital. As the organisation develops a picture for how purpose translates into vision, into strategy responses and the enabling objectives, Business Integrated Governance provides a framework to balance operations, value creation activity and change. And a key component of that has to be – Seeing What You Are Already Committed To. But that is another story.

Read more about our Information and Data Theme to BIG

Book onto our Information and Data meet up, 13th April 7.30pm UK

Subscribe to receive notification of blogs and events