Clustering

Our clustering service defines homogeneous segments of customers or suppliers, classifying them based on their purchasing behavior or frequency of use of services. This method goes beyond simple demographic categorization by considering past actions to identify behavioral patterns that inform business strategies. The platform also facilitates the identification of behavioral changes, offering dedicated alarms that signal possible transitions between segments.

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Advantages of the solutione

Improved segmentation 

Precisely identify the segment a customer belongs to, based on behavioral characteristics rather than just demographic.

Applicational versatility 

Apply clustering to various subjects, from customers and suppliers to machinery and employees, for more targeted management.

Behavioral analysis  

Base strategies on a solid analysis of historical data to effectively manage future actions.

Areas of application

This solution has been designed to be versatile and adaptable to various application areas. This makes our technology ideal for implementation and thus having a positive and significant impact in terms of digitalization in the following business units.

Administration

Marketing / Sales

Supply chain / logistics

Production

Administration

HR

Marketing / Sales

Supply chain / logistics

Production

Who is LAIF?

We are experts in the end-to-end development of AI solutions for businesses. We cater to small and medium-sized businesses open to innovation and wanting to exploit their data with digital, modern, and sustainable solutions.

LAIF Project Circle

1 ) Requirement Analysis:

We delve into the problems your company faces and guide you through the introduction of data analysis and artificial intelligence solutions.

2 ) Solution Design:

Together, we design a solution that reflects your vision and needs with a visual and data management design. We then propose a preliminary mockup to validate the project idea.

3 ) Proposal:

We detail the scope of collaboration with a quotation that serves as a roadmap for the journey we will undertake together, outlining both functional aspects and UI/UX details.

4 ) Solution Development:

We develop through progressive releases, creating a prototype and continuously integrating your feedback until the conclusion of testing and final acceptance.

5 ) Adoption:

We guide you through the adoption of the solution with dedicated onboarding and training sessions. We ensure long-term performance through maintenance services and an effective ticketing system.

The advantages of LAIF
for PMI:

Customizable Software 

Ease of
Software Use

Fast
Delivery

Customizable Software 

Ease of
Software Use

Fast Delivery

Access Subsidized
Financing for SMEs

At LAIF, we not only develop advanced and customized technological solutions for small and medium sized enterprises, but we also facilitate access
to subsidized financing through our selected partners.