If the business is growing, changing or leaving questions unanswered, let's talk.

She turns data into decisions: assessing the real quality and use of information, designing the KPI architecture and building analytical capability so leadership decides on evidence, not intuition.

When indicators have grown faster than strategy, when no one can name a decision that changed because of a metric, or when every department measures different things that do not connect.

There are consistent signals: productivity drops when hiring, incentives reward behaviors the business cannot sustain, and quality depends on individual heroes instead of a system.

By segmenting customers by value, measuring retention and behavior, and understanding what they perceive, receive and decide to choose again. Value is built in what the customer receives, not only what they pay.

Listening to the team, aligning with leadership, auditing processes, metrics and data, findings on root causes, and a prioritized plan with measurable short- and medium-term objectives.