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How a construction company implemented Machine Learning 12x faster with BEEM

Industry
Construction
Department
Human Resources

A company in the construction sector, although operating in a traditionally less digitized field, was particularly open to digital solutions to optimize its operations and leverage the data at its disposal. Instead of going through a long and complex internal process, the company considered the option of integrating predictive Machine Learning with a turnkey solution. Machine Learning is an artificial intelligence technique that enables a computer to learn from data to make predictions or decisions without being explicitly programmed for each task, by identifying patterns and adapting over time.

Key Obstacles Identified

  • Prolonged implementation time: Starting an internal Machine Learning project from scratch can take up to 12 months.
  • High cost: Building an in-house solution requires hiring expensive specialists.
  • Complex technological adoption: The adoption of new technologies is often complex, making data collection and analysis more difficult.
Data Sources
Destinations
Time to results
12x Faster

than building a full data stack in-house

Collaborate with BEEM in your data journey.
Ready to start your own project?
Discover your data today!

Context

The company sought to optimize its operations and fully utilize its data to make more informed decisions. However, developing an internal predictive Machine Learning solution presented several challenges, including a deployment time estimated between 6 to 12 months, high costs for recruiting specialists, and results that would take time to materialize.

This is where the BEEM platform proved to be a major asset. BEEM dramatically accelerates data cleaning and modeling, two often lengthy and tedious steps when managed internally. By quickly transforming raw data into high-quality datasets, BEEM simplifies and speeds up the initial process, allowing the company to move much faster to the next step, using Machine Learning to extract relevant insights. This will enable the company to make informed decisions, optimizing operations and improving the company’s overall performance.

Additionally, BEEM offers personalized support throughout the process with our team of business intelligence experts. Our specialists work closely with the company to ensure a smooth integration at each step, from data preparation to the implementation of customized predictive models.

Through this approach, companies can avoid the heavy investments in resources and time required for setting up an in-house solution. BEEM provides a seamless solution, allowing our clients to quickly benefit from informed decisions, optimized operations, and better risk anticipation, while maximizing process efficiency.

Solution

To overcome these challenges, BEEM proposed a turnkey solution, supported by a team of experts. In just one month, BEEM helped the company not only centralize its data but also effectively utilize it to improve various aspects of its operations. The data centralization allowed the company to gather all critical information in one access point, eliminating information silos and facilitating overall analysis. This coherent overview played a key role in achieving several strategic goals, one of the most important being improving employee quality of life, a matter the company holds dear.

The company wanted to better understand how to optimize its internal processes to ensure employee retention. By analyzing the existing data, BEEM was able to identify key engagement factors as well as departure risks. This work could allow the company to implement a strategy to improve employee well-being and strengthen their commitment. By centralizing its data, the company can now access a complete overview, making it easier to identify improvement opportunities and implement concrete initiatives.

Data centralization, combined with smart data utilization, has allowed the company to turn scattered information into a strategic resource, not only for improving its internal processes but also for ensuring the well-being of its employees, a key element in fostering their loyalty. This approach reinforces the importance of data centralization as a lever for continuous improvement and informed decision-making.

Results

Time to results
12x Faster

than building a full data stack in-house

With the data now centralized and organized through the BEEM solution, the company is in a strong position to continue innovating and enhancing its overall performance.

It can now tackle new strategic objectives with greater agility. For example, it can optimize project management by anticipating resource needs and improving site coordination, or strengthen the efficiency of the supply chain by adjusting material deliveries to avoid delays.

By having a clear overview of its data, the company can make more proactive and strategic choices, thereby strengthening its competitiveness and ability to stand out in its sector. BEEM has not only improved operational efficiency but also prepared the company for sustainable growth and long-term informed decision-making.

Collaborate with BEEM in your data journey.
Ready to start your own project?
Discover your data today!

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