Lunch Box - Tokens As The New Currency in Enterprises
Details
For decades, enterprises have been built around traditional currencies:
money, budgets, headcount.
But with the rise of AI, a new unit of value is emerging: tokens.
Every interaction with models, every generated line of code, every automated workflow — all of it is measured, optimized, and ultimately constrained by tokens.
What looks like a technical detail is quickly becoming something much bigger:
A new economic layer inside the enterprise.
In this session, we explore what it means when tokens become a core currency for building and operating software systems:
- How tokens reshape cost structures in engineering
- Why prompt design becomes a financial decision
- How efficiency shifts from infrastructure to inference
- What happens when every API call has a marginal cost
This is not just about optimizing usage. It’s about a fundamental shift:
From thinking in compute and capacity to thinking in consumption and token economics.
--------- What to expect
A new perspective on AI cost and value in enterprises, How token-based pricing changes engineering decisions, Implications for architecture, tooling, and governance, Why FinOps needs to evolve into “AI Ops”
--------- Who should join?
Engineering leaders and architects, Platform and infrastructure teams, FinOps and cloud cost experts, Anyone working with LLMs and AI systems in production