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AI Savings Surprise: 8x8's $5M Cut Shocks Finance
16 Jun
Summary
- 8x8 saved an estimated $5 million annually by using AI.
- AI usage costs for 8x8 are significantly less than savings.
- Companies worldwide grapple with soaring AI token costs.

Software company 8x8 has found unexpected financial benefits from adopting generative AI, estimating it has saved approximately $5 million annually over the past 18 months. The company achieved these savings by canceling subscriptions to various software and educational tools, finding that Anthropic's Claude chatbot could provide similar functionalities. Joel Neeb, 8x8's chief transformation and business operations officer, noted that current annualized Claude expenses are substantially lower than the savings realized.
This financial advantage for 8x8 stands in contrast to broader industry trends where companies like Meta and Cisco are experiencing significant increases in AI-related costs, particularly concerning "tokenomics" – the management of AI model usage. Cisco's CEO reported a surge in token usage, and engineers at Amplitude are reportedly spending thousands monthly on tokens. This has led to increased scrutiny of AI spending, with many companies discussing token budgeting as a critical financial topic.
Despite the industry-wide cost concerns, 8x8 continues to encourage employee adoption of AI, viewing it as a productivity enhancer. The company monitors usage through a dashboard, aiming for company-wide AI fluency. While acknowledging the potential need for usage caps in the future, especially with more advanced models like Claude Opus 4.8, 8x8 currently views generative AI as a "rising tide" lifting overall business performance, including customer satisfaction and revenue growth.