The 3 Pillars for AI Success: Process

By Maxime Lavoie2026-08-041 min read

The second pillar of LevelOps' Operational Excellence framework: building clear, aligned, and measurable processes before automating anything.

The second pillar of LevelOps' Operational Excellence framework: building clear, aligned, and measurable processes before automating anything.

Why Process is the Second Pillar

AI thrives in structured environments. Without clear, documented, and measurable processes, AI doesn't fix your operations, it accelerates the chaos. That's why Process is the second pillar of the LevelOps Operational Excellence framework for AI success.

Three Principles for Process Excellence

Good enough beats perfect. Don't wait for perfection, it never arrives. Start small, learn fast, and improve continuously. The most successful AI implementations evolve through iteration, not endless planning.

Measure performance. If you don't measure, you can't improve. Data-driven visibility helps you see where things are working, and where they're not. Measurement transforms assumptions into actionable insights.

Align with priorities. Focus on what truly matters. Processes should support your top business goals, not create extra work. Alignment ensures that every improvement drives real impact.

Questions to Ask Yourself

Do you have clear objectives and KPIs? How are you measuring and improving performance today? Because what gets measured improves, and strong processes drive results.

Up Next

Next up in this series: Pillar 3, Tools. Choosing the right technologies for ROI and adoption.

Maxime Lavoie

Founder & CEO, LevelOps

Industrial engineer by training. Former Deloitte supply-chain consultant. Former VP Operations at Goodfood Market. Now writes the ERP, MRP and B2B order playbooks he wishes had existed in 2018.

Questions this article gets

Why is process the second pillar rather than the first?

Because a documented process still needs someone accountable for running it, which is what the team pillar settles first. Once ownership is clear, process is what turns it into something repeatable and measurable. In the other order you get a well written procedure nobody owns.

Our order process is not documented anywhere. Where do we start?

Take the process you run most often and write down how it actually works today, not how it should work. Good enough beats perfect here, because a rough version you improve next month is worth more than a complete one you never finish. The bar to clear is being clear enough to measure.

Does good enough beats perfect not just excuse a sloppy process?

Only if you skip the second principle. Starting rough is safe when you measure what happens next, because measurement tells you which shortcut actually cost you something. Iteration without measurement is where this goes wrong.

What should we measure if we have no KPIs today?

For order handling, two numbers carry most of the weight: how long one order takes end to end, and how often one goes out wrong. Manual entry runs about six minutes per order at an error rate of 3%, and an erroneous order costs about $250 to unwind once you count the pick, the freight, the credit note and the call. That gives you a baseline any change can be checked against.

How do we choose which processes to improve first?

Aligning with priorities means the shortlist comes from your business goals, not from whichever process is easiest to write down. If improving a process would not move something you are already accountable for, it is not the place to start. Process that supports no goal is just extra work.

Do we need to buy any software to work on this pillar?

No. Everything here is definition and measurement, which you can do with what you already have. Tools are the third pillar and come after, precisely so that you are choosing a tool against a process you can describe and a number you can compare it to.

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