Business leaders are being urged to test and deploy agentic AI now to capture a massive emerging market in implementation [1].
This shift marks a transition from developing AI models to integrating them into core business operations. Companies that fail to act early risk missing early-stage revenue and falling behind in a market where execution is becoming the primary value driver.
Ben Ellencweig, a senior partner at McKinsey & Company, said the next phase of AI growth will center on how these tools are actually used within enterprises [2]. While the previous era focused on the creation of large language models, the current focus is shifting toward agentic AI, systems capable of taking independent action to complete complex tasks.
Analysts predict that AI implementation could become a $1 trillion business [1]. This opportunity spans global enterprises, with a particular emphasis on finance functions, and broader business operations [3]. By moving from simple insights to actionable automation, firms can streamline workflows and reduce the manual overhead traditionally associated with corporate management.
Testing these systems now allows firms to identify and avoid risks before full-scale deployment [2]. Early adoption is seen as a way to position companies for the massive market that implementation is expected to generate across various sectors [1].
Industry discussions throughout July suggested that the focus in finance is evolving from using AI for data analysis to using it for direct action [3]. This evolution allows businesses to move beyond the experimental phase and integrate AI into the daily fabric of their operational strategy.
“AI implementation could become a $1 trillion business”
The industry is moving from the 'model era' to the 'deployment era.' While the first wave of AI value was captured by the companies building the foundational models, the second wave will likely be captured by those who can successfully integrate these tools into complex corporate workflows. This transition suggests that the competitive advantage in the tech sector is shifting from raw computing power to operational integration and specialized implementation.
