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From reactive to predictive:

Modern CFOs are embedding intelligence into risk and compliance

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As CFOs, we’ve always carried responsibility for compliance. But the way that responsibility plays out has shifted dramatically.

Gone are the days when compliance was a back-office task checked after the fact!

Today, finance leaders are at the centre of strategic decision-making. No longer are we the ‘bean counters’!

And, as we steer our companies along the road toward funding, we must also consider the route toward confident risk management and regulatory compliance, even as requirements evolve.

This is a topic I raised in a recent conversation with SAP GRC expert Bo Baade-Pedersen. Considering that compliance is no longer about ticking boxes, we explored why real effectiveness comes from embedding risk management directly into business processes in real-time.

By using intelligent systems to anticipate challenges, organisations can build trust in AI-enabled compliance. Below are the conclusions we reached.

I really feel that maybe in the past, the CFO was a bit on the back seat in terms of making strategic decisions for the company, but now he's very much in the driving seat and saying if he doesn't want to go in a certain direction, they won't go because he cannot find the funding for that initiative.
Bo Baade-Pedersen, Business Development Expert focusing on GRC and Security, SAP

Why a shift to intelligent compliance matters

Regulatory requirements used to evolve slowly. Accounting standards like IFRS would change over years.

But today, the pace is accelerating. Tax regulations now demand instant reporting. In Italy, for example, invoices must be carbon-copied to the tax authorities in real-time. Sustainability requirements such as CSRD are moving even faster.

For CFOs, this means risk and compliance can’t sit outside the process or be considered later. They must be integrated into the very way we operate.

At the same time, you’ll have noticed that the CFO role has expanded.

No more shouting from the back row; we’re up front, shaping strategy, deciding market entry, and funding innovation. And with the pace of change, front-seat direction is only possible if we trust in our technology to manage risk and compliance predictively, not reactively.

Instead of getting that [compliance] done after the fact, make sure that it's embedded in the day-to-day process execution to ensure that all of these regulatory issues and topics are addressed instantly rather than just too late.
Michel Haesendonckx, Global Functional Lead, oCFO, SAP

From reactive to predictive: Embedding intelligence into processes

You might be saying “Ok then Michel, so how do I make a change to embed predictive compliance processes?” Well, the answer isn’t more manual effort (thankfully!).

We know that fragmented systems, spreadsheets, and after-the-fact audits only increase risk!

Instead, we need risk management and compliance that’s embedded in our daily execution, with;

This is where AI and intelligent automation can support us.

By continuously monitoring transactions, flagging anomalies, and learning from patterns, intelligent systems give us, as CFOs, the visibility and confidence to act decisively. They enable us to handle regulations as they change and increase. And, with AI, we are better able to get a grip on internal guidelines that can be translated from text documents into more structured information.

As another example: With intelligent systems, Fraud detection can move beyond sampling, into screening 100% of transactions, to ensure issues are identified before money leaves the business.

SAP presents a unique advantage here.

As business process experts for more than 50 years, embedding compliance at the process level (not overlaying it afterwards) is in our DNA.

So whatever your unique regulatory complexity (and I’ve experienced the challenges of pharmaceutical regulations, automotive standards, and energy sector requirements!), end-to-end, embedded process integration is what accelerates actionable compliance.

Trust: The real barrier to AI

Of course, technology alone doesn’t solve the challenge. If only it were that easy!

We’re humans; and that means that the real barrier is trust.

For many finance leaders, AI is a black box. We want to know the rules behind the decisions we’re accountable for! And without transparency, adoption can stall.

Yet, we already trust AI to get crucial decisions right every day. Most of us trust aeroplanes that run on autopilot for 95% of the flight, even though we don’t control them.

That same trust needs to evolve for AI in risk and compliance.

Of course, it’s not as simple as just deciding to let go!

So, at SAP, every AI application we deliver comes with a confidence level, helping users build familiarity, assurance, and ensure a correct, accountable outcome over time. Trust grows not on day one, but through earned, cumulated experience.

The other critical factors in trust are clean data and process quality.

Poorly designed processes, when automated, only create problems faster. And without clean data, you can’t scale high-quality compliance.

So before applying AI, CFOs must ensure processes and data are clear and consistent. Only then can automation deliver reliable, trusted outcomes.

Our process needs to be well designed, well defined. Otherwise any automation engine, whether it's GenAI, whether it's basic machine learning, whether it's agentic AI... it's just going to run a badly designed process faster.
Michel Haesendonckx, Global Functional Lead, oCFO, SAP

Steps to advance modern risk management

If you’re thinking “Ok then Michel, I’m ready to make this transformation real”, then know that CFOs can take some immediate steps:

  1. Strengthen process foundations. Before implementing AI or advanced technology, ensure underlying business processes are well-designed. Automation of poor processes only creates problems faster!
  2. Adopt the ‘Three Lines of Defence’. This means integrating comprehensive risk identification, control implementation, and independent assurance in one platform to avoid siloed compliance approaches.
  3. Build real-time capabilities. Move from periodic compliance checks to continuous monitoring of daily operations that keep pace with regulatory change.
  4. Build trust gradually with AI. Use confidence level indicators and gradual implementation to build organisational trust in (and adoption of!) AI-driven compliance tools.

The compliance opportunity goes far beyond avoiding regulatory fines.

Real-time compliance can become a competitive advantage, enabling faster decisions, safer market entry, and more resilient operations.

Predictive, not reactive compliance means CFOs can lead with agility, not constraint.

Looking ahead

Risk-embedded planning and forecasting is becoming as important as financial planning. As regulatory demands intensify, intelligent automation integration is the only sustainable way forward.

Put simply; we need predictive intelligence and AI to keep pace with the sheer volume of regulatory changes!

By embedding compliance into processes, using AI responsibly, and building organisational trust, finance leaders can transform compliance from a cost centre into a driver of strategic value.

And those who build trust now, will be ahead and lead their industries in agility and responsiveness.

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