The use of unauthorized artificial intelligence (AI) tools, known as “shadow AI,” is emerging as a significant risk for businesses across various industries. Shadow AI refers to employees using unapproved AI applications in the workplace, often seeking greater productivity or efficiency. However, this practice can expose organizations to data leaks, compliance failures, and misinformation.
A recent IBM-sponsored study found that 80% of American office workers use AI in their roles. Only 22% rely exclusively on employer-provided tools; the remainder either combine personal and enterprise apps or bypass official channels altogether. According to IBM’s 2025 Cost of a Data Breach Report, companies with high levels of shadow AI incurred $670,000 more in breach costs than those with minimal or no shadow AI.
IBM recommends that instead of blocking public AI tools outright—which may drive their use underground—companies should provide secure, approved alternatives that meet employee needs while embedding governance from the start. “Blocking public AI tools outright often drives behavior underground, leaving security teams blind. A better approach is to provide secure, approved options that meet user needs and embed governance from day one.”
Some organizations are demonstrating responsible adoption by integrating unified platforms and maintaining strict compliance standards. For example, IBM supported Lockheed Martin in replacing multiple disconnected systems with a single secure data platform.
Internally, IBM uses its own technologies through the “Client Zero” approach. The company’s AskHR digital assistant has handled over 10 million interactions and automated more than 765,000 tasks while resolving 94% of HR inquiries. This initiative reduced operating costs and created new job roles within the organization.
Leaders are encouraged to assess current AI usage to identify risks associated with shadow AI and offer secure alternatives such as approved tools or private instances. Embedding governance throughout the process and providing training can help ensure safe adoption: “Assess AI usage to uncover shadow AI and understand risk… Train employees on risks and show how approved tools deliver the same speed and simplicity.”
Sixty percent of surveyed employees believe hands-on learning would increase their effective use of AI at work. The goal is not to replace human talent but to enhance it responsibly.
With most workers expecting AI to become increasingly important over the next three to five years—and half considering it essential—organizations are urged to act now: “Generative AI is a powerful tool — but only if deployed responsibly.”
The Austin Chamber of Commerce guides efforts aimed at strengthening the regional economy by supporting local businesses through events focused on innovation and economic trends. It also fosters community partnerships for inclusive growth across neighborhoods according to its official website and official site. The Chamber emphasizes collaboration for business advancement while relying on board leadership for strategic direction.
