14.01.2026

AI or No AI Basics Matter the Most

AI or No AI Basics Matter the Most

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AI is everywhere.

Every day, business leaders are reminded that artificial intelligence is changing everything,  and that failing to act quickly could mean being left behind.

Whether you should jump on the AI train or not is a debate for another day.

What matters more is that “AI does not fix weak business processes. It exposes them.”

Regardless of technology, here are the fundamentals that continue to determine whether a business is resilient, scalable, and trusted.

  1. Strong internal controls and clearly defined processes are non-negotiable

Controls are often mistaken for bureaucracy. If designed properly, they are guardrails protecting the business. Well defined processes are essential in bringing consistency throughout the business.

If processes are unclear or poorly designed, controls cannot work. If controls are weak, even good processes fail.

Automating poorly designed processes, whether through AI or any other tool could multiply errors and accelerates risk.

Focus on “getting it right the first time”, and to achieve that, you need to fix the foundations first and then Automate.

  1. Financial discipline remains the real competitive advantage

Managing cash flow is one of the most important disciplines in the business. If there are constant delays in the receiving cash and you have to fill the funding gaps through short-term financing, it will continue to erode your margin.

If you receive cash from your customer on a 45 days credit terms, whereas you are expected to pay to your suppliers on a 30 days credit terms, you are required to fund this gap. If you opt for a short-term credit, you will be paying interest on such funding which will erode your margin. If your business requires holding of inventory and your typical inventory holding days are 60 days, you are waiting for 60 days for this inventory to be sold, which will then still take another 45 days to convert it to cash, whereas your vendors have a different credit terms and are expecting payments in 30 days. You turn to financing, pay interest, you are more vulnerable during this time and your margins are eroding.

If your base model is like that and you scale this model, you are creating a nightmare. I always suggest, prove that your model is efficient and works appropriately before you start scaling it.

AI assumes discipline. It does not replace it.

  1. Adaptability matters more than technology

Often people are change resistant. To navigate change you will need to have a team that is open, adaptable, and willing to learn. Tools evolve rather quickly but mindsets take longer.

Technology cannot compensate for cultural rigidity. Worth asking yourself, what values and culture are you promoting in your organisations and are you being the right role model for your team to follow?

  1. Clear roles and segregation of duties

As systems become more automated, clarity of responsibility becomes more important. When processes are automated end-to-end, traditional checks disappear. That makes clear ownership, approval authority, and segregation of duties essential to managing risk. When roles are unclear, errors multiply and accountability disappears.

Technology does not remove the need for governance. It demands stronger governance.

  1. Prove the model and the return before scaling

If a business model does not work today, scaling it will not solve the problem,  it will amplify it. Before expanding operations or adding complexity, it is worth asking whether the core model delivers real returns. AI accelerates outcomes. It does not change economics.

AI is powerful, but indifferent.

It will amplify your existing foundations.

Before asking what AI can do for your business, it is worth asking whether your business is ready to be amplified.

  • Advice & Guidance
  • #finance
  • Process automation
  • ai adoption
  • controls

Experienced finance professional with over 10 years of expertise in Management Consulting, Accounting, and Auditing. During my time at Deloitte, I led complex statutory audits, provided IFRS…

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