"We want to start using AI, but our data isn't sufficient for that."

This sequence makes sense, since the pressure comes from outside. However, every AI tool works with whatever data is in the system—and in most organizations, there simply isn’t enough. We first determine what data you actually have and what you need to answer your questions. Only then do we decide where AI can deliver immediate benefits and where it needs to wait.

"We have a CRM. It's just not being used."

I hear that in almost every company. Most of the time, the system was implemented without ever explaining to the sales force what’s in it for them—maintaining the data takes up their time, but the benefits go to someone else. That’s why we remove all the fields that no one analyzes anyway and make sure that salespeople get more out of the system than they put into it. From that point on, there’s no need to convince anyone.

"Here, everyone works with their own lists and tools."

Such siloed solutions arise because people help each other out when the official system fails. The situation becomes critical as soon as customer data ends up in tools whose use has never been regulated. We identify what is actually in use within the organization and determine what data may be used, for what purpose, and with which tool. We then consolidate the scattered data sets.

"If my best salesperson leaves, the customer is gone."

This is a real risk, not a criticism of the employee. The relationship belongs to the employee because the company has never created a space where it can be made visible. We are gradually transferring the history of conversations, commitments, and opportunities into a shared system without turning field staff into report writers. The goal is to create a customer profile that even a successor can understand.

"My sales team isn't on board with that."

Resistance almost always has valid reasons: fear of being monitored, extra work, doubts about one’s own abilities. These reasons need to be addressed openly; otherwise, you won’t get the team on board. We start with a small group of colleagues who experience the benefits firsthand and spread the word. Leadership must take the lead in this effort; otherwise, any announcement will fall on deaf ears.

"We've already made two attempts. Both fell through."

This is the most common scenario, and it’s almost never a flaw in the concept. Projects fizzle out when no one is specifically assigned responsibility, no deadline is set, and no results are measured. We assign every action to a specific person, a date, and a metric, and we discuss the progress during your existing scheduled meetings. In addition, we check whether your management routines align with the new way of working—otherwise, day-to-day business will reclaim your attention.