How to start smartly with artificial intelligence in a company?

AI is one of the hottest topics in business right now – and rightly so. But there’s a big gap between the delight of ChatGPT and the real transformation of organizations. Our goal is not to do “something with AI,” but to implement solutions that make sense.

At Salto Strategies, we support companies to implement AI wisely and sustainably – from strategy to prototypes. Here are three key questions we ask at the start of every collaboration:

Why do you need AI? (Really)

Instead of starting with the tool, we start with the goal. Do you want to speed up processes? Increase personalization? Improve customer service? AI is a means, not an end. We help you identify areas where automation or prediction actually make sense.

Example: At a logistics company, AI didn’t help with query analysis, but it produced great results in dynamic route planning – increasing efficiency by 18%.

Do you have the data and competencies to make this possible?

AI does not operate in a vacuum. You need data – not necessarily “big” data, but structured and accessible data. And a team that understands what to do with them. We help you assess organizational readiness and plan the development of internal competencies.

Tip: A well-conducted data audit often reveals hidden potential – for example, customer service data can be used to automate FAQs or predict churn.

Is your organizational culture ready for AI?

AI is not just technology – it’s changing the way we work, make decisions, and collaborate. We help teams understand, tame and co-create change, instead of “implementing it from the top down.”

The result: one of our clients started the project with… AI ethics and design thinking workshops. The result? A better understanding of the impact of technology and greater employee engagement.

Summary:

AI can be a breakthrough – or just another “implementation that doesn’t work.” The difference is in the approach: strategic, iterative and human. If you want to see how to approach AI wisely and methodically – we’re here to help you with that.