Most companies fail to implement artificial intelligence beyond the initial pilot phase. According to the report, approximately 80% of businesses that begin adopting AI technology struggle to transition these projects into full-scale industrial use.
The primary cause of failure is often the selection of an unsuitable process for the first pilot. Managers frequently attempt to automate the most complex and critical business operations first, which leads to delays and inconclusive results.
Complex processes typically involve numerous exceptions and informal agreements that complicate automation. When a pilot project fails due to these factors, companies often incorrectly conclude that AI technology itself is ineffective.
The success of the first AI implementation determines the future of the entire program within an organization. A successful pilot secures budget and internal trust, while a failure often results in the project being frozen for at least one year.