Know what you want to prove
A pilot is an opportunity to test your technology outside the controlled environment of research.
Naturally, technical performance matters. You may need to demonstrate accuracy, reliability, robustness or whether your solution can function within an existing process.
But don't stop there. A pilot is also an opportunity to start collecting commercial evidence.
If your technology works, what changes for the organisation using it?
Perhaps:
A process becomes faster.
Costs decrease.
Waste is reduced.
Quality improves.
Risk goes down.
Something becomes possible that wasn't possible before.
Try to translate the technical performance you are testing into the value it could create.
That doesn't mean you need to prove a complete business case in your first pilot. It means knowing which pieces of evidence could help you build one..
Make success clear before you start
It is surprisingly easy for two organisations to start a pilot with different ideas of what success looks like.
For the research team, success might mean reaching a certain technical performance.
For the industry partner, it might mean integrating the technology into an existing workflow without creating additional work.
For someone responsible for the budget, success might mean demonstrating that the potential benefit justifies further investment.
All three perspectives can matter. That is why it helps to agree upfront on what you are testing, which results matter and what you will use to evaluate them.
A pilot doesn't need dozens of KPIs. A small number of meaningful indicators that both sides understand is usually much more valuable.
The important thing is that, when the pilot ends, you can have a conversation based on evidence rather than impressions.
From pilot to proof
Your first pilot doesn't need to answer every commercial question.
But it should give you something valuable: evidence from a real customer environment.
Evidence that:
Your technology works.
Your technology creates value.
You can use to strengthen conversations with future customers, industry partners or investors ( often forgotten).
The best first pilots don't simply prove that something works. They open the next door.
Next article : What should you agree on before starting a pilot?