Start from the business problem, not the feature
"What can your software do?" is the wrong question. The right one: "What is stopping you from getting your outcome?"
Nobody wakes up wanting a PLM. They wake up with a cocoa price that has doubled, a Nutri-Score that flips after reformulation, a supplier spec sheet that cannot be found at audit time.
The problem first, the tool second
This is fundamental #1 of Forward Deployed Engineering: start from the business problem. Understand the users, the data, the processes, the constraints — and above all the exceptions, because in food & beverage the exception is the rule.
An impressive feature that reduces no real problem has no value. An outcome achieved — a reformulation validated on time, a regulatory dossier closed — always does.
In food & beverage, the exception is the rule
The same ingredient has three spellings, a regulatory category depends on the country of sale, a raw material changes supplier mid-year. A tool that ignores these exceptions produces wrong sheets and loses the lab's trust.
The FDE engineer's job is to hunt down these edge cases before writing a single line — because they are exactly what makes standard projects fail.
How crumble-ai applies it
At crumble-ai, a project never starts with a product demo. It starts with your recipes, your suppliers, your regulatory constraints. We map the real problem before talking about a solution.
The product comes after — and it adapts to your reality, not the other way around.
Is your portfolio ready?
See how crumble-ai continuously audits your recipes and blocks non-conformities at the source.
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