AI Cost Management How Companies Lose Control and How Centralization Solves the Problem

As artificial intelligence becomes standard in the workplace many organizations discover that real AI cost management is far more complex than expected. Expenses grow rapidly employees experiment freely and usage is scattered across different tools. This analysis explains why AI cost management fails in practice and how a centralized platform like Intrascope creates stability and predictability.