Visa is accelerating its artificial intelligence push at a remarkable pace, with internal usage reaching nearly 1.9 trillion AI tokens per month as of March. That figure has doubled from February, highlighting a rapid shift in how corporations deploy AI tools to boost efficiency and productivity.
The surge reflects a broader trend known as “tokenmaxxing,” where organizations actively track and even showcase their AI usage. While the concept first gained traction in Silicon Valley, it is now spreading across global industries, including finance and retail.
However, Visa is not simply chasing volume. Instead, the company is prioritizing measurable outcomes. According to Rajat Taneja, the focus remains on impact rather than raw usage. Teams that successfully use AI to complete tasks faster are now being rewarded internally.
This approach is reshaping workplace culture. Employees are no longer judged only on output but also on how effectively they leverage AI tools to deliver results. As a result, innovation cycles are becoming shorter and more efficient.
Across departments, adoption continues to expand. Software engineering leads the charge, where developers rely heavily on AI to accelerate coding and product delivery. Meanwhile, marketing teams are also embracing the technology. In one case, AI was used to create a dynamic advertisement featuring skiers racing through the sunlit streets of Italy’s Amalfi Coast.
Internally, Visa has introduced AI recognition programs to encourage adoption. For instance, a team that used Claude Sonnet to launch a new API in under six days received an award. Employees can choose incentives ranging from company points to practical rewards such as office equipment.
AI tools are now deeply embedded in daily operations. Staff regularly switch between platforms like ChatGPT, Claude, and Gemini depending on their needs. This flexibility allows teams to optimize workflows and maintain productivity across projects.
Adoption rates within the company are also striking. Visa reports that 89% of its workforce actively uses AI tools. Moreover, 44% qualify as power users, meaning they input at least 25 prompts daily for more than half the month.
Although Visa’s numbers are impressive, they still trail some tech giants. Reports indicate that Meta processes tens of trillions of tokens monthly. Nevertheless, Visa’s growth signals that high-level AI usage is no longer limited to Big Tech.
Importantly, this shift could redefine how businesses operate worldwide. Companies across industries may soon adopt similar strategies, rewarding employees for efficiency rather than effort alone. As AI continues to evolve, the competition will likely center on speed, innovation, and measurable impact.
Taneja emphasized the scale of this transformation, describing it as a once-in-a-lifetime technological shift. His statement underscores the urgency for organizations to adapt or risk falling behind in an increasingly AI-driven economy.
