Could AI agents be causing surprise bills at your business? You're not alone
Unexpected AI bill spikes are worse for companies than a high but flat baseline, but observability is improving.
Splunk's 2026 State of Observability report reveals that 60% of firms are facing financial strain from AI bill spikes, surpassing the burden of paying a higher but consistent baseline cost. This is especially true for the observability and security teams working together more closely, a positive development. However, 91% of observability leaders can now attribute AI costs to specific agents, models, and workloads, compared to 69% in previous years.
The report indicates that AI costs are becoming less predictable due to the rise of agentic AI, which can consume varying amounts of tokens depending on the task and model choice. Over half of the surveyed organizations (55%) struggle to control their AI costs, and 57% are concerned that their telemetry costs exceed the actual infrastructure they're monitoring.
Despite the challenges, artificial intelligence has fostered collaboration between observability and security teams, with 81% now finding monitoring AI workloads beneficial. Nonetheless, the unpredictable pricing models and token consumption by AI agents continue to cause issues for finance departments, with three-fifths of firms stating unexpected AI bill spikes cause more strain than a stable baseline cost.
Written by urgent.news from TechRadar's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
