In an era characterized by the abundance of information, one of the great challenges faced by medium and large companies is precisely the complexity of dealing with data, a resource considered vital and, at the same time, critical by managers.
Considered almost as organizational assets, data have gained a prominent position in the corporate context and today is essential for managers who want to make informed decisions, based on solid information and without assumptions.
The exponential increase in data generation, known as Big Data, generated consequences and started to promote important reflections on the subject in the market.
In times of constant advances in technology, being able to observe, manage and analyze this amount of data has been considered as something necessary by organizations that want to gain competitive advantages.
But what are the biggest challenges in its implementation?
One of the biggest challenges in the implementation of AI (Artificial Intelligence) initiatives is often the lack of an analytical culture established in the organization and some distrust in the effectiveness of these techniques.
Even in organizations with an analytical culture that is already quite present in the business areas, it is necessary to carefully manage the expectations of the various stakeholders, defining measurable and relevant goals to achieve business results.
The main obstacles to implementing Artificial Intelligence methodologies in organizations are:
- Lack of understanding of the benefits of AI;
- Lack of technical skills;
- Poor data quality and project scope;
- Lack of involvement from business stakeholders;
- The complexity of AI solution(s) and integration with the existing infrastructure.
Do you recognize these difficulties in your organization?
Intelligent Algorithms is a company that provides top solutions in Data Analytics and Artificial Intelligence.
But more than that, we help and work together with companies to overcome these challenges. With a customized and qualified follow-up, in order to make the most of what Artificial Intelligence has to offer, making the company more sustainable and competitive.
Intelligent Algorithms
Inspiring companies to explore new challenges through the power of data