# Leaders Who Engage Early with AI Gain a Competitive Edge Leaders integrating AI into business processes create an advantage that late adopters cannot close. - **Source:** [Entrepreneur – Latest](https://brifing.si/source/1bee40f8-abda-4cd6-b055-05148ce79f53) - **Published:** 2026-07-23 - **Topic:** [Data & AI](https://brifing.si/c/data-ai) - **Original article:** - **On Brifing:** https://brifing.si/s/7d550723-cfd6-4c60-a541-5c1eaed57d1b ## The Importance of Early Adoption in AI Leaders who integrate AI systems into their business processes gain an advantage that late adopters cannot catch up to. This advantage comes not just from adopting tools but from training systems with business knowledge. ## Transition from Theory to Practice Understanding the theoretical potential of AI is different from applying it in practice. This gap is closed through experience. Testing systems, analyzing results, and refining inputs are critical learning processes for leaders. ## Transforming Business Knowledge into Training Training AI systems begins with loading all business knowledge into the system. Policies, procedures, financial data, and customer history form the foundation for the system to understand business processes. ## Outcome-Oriented Approach AI systems are used to achieve specific outcomes. Goals such as shortening funding timelines or improving customer satisfaction are combined with the system's analytical capabilities. ## Rethinking Workflows AI reshapes workflows. Leaders clarify business processes and define ownership to enable the system to produce more effective solutions. ## Collaboration Between Leadership and Systems Leaders who derive the most value from AI systems are those who deeply understand their businesses. These leaders build trust by evaluating system recommendations and managing training processes. ## Competitive Skill: Business Knowledge, Not Technical Expertise Effective AI system training requires business knowledge more than technical expertise. Leaders who understand their business and customers can better guide systems and gain a competitive edge. ## Sources covering this story - https://www.entrepreneur.com/leadership/the-leaders-who-engaged-with-ai-early-are-no-longer/504588 — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._