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AI spend is growing. But more spend doesn’t always mean more value. AI Spend Explorer shows where your budget goes across providers, teams, users, and models so you can find waste and cut AI spend by 30–50% without sacrificing quality. Connect your keys. Get a live dashboard in under 2 minutes. Free. Read-only. No card required.

Track your AI spend for free with Spend Explorer—and find where to cut. Connect your Anthropic, OpenAI, and Cursor keys to see up to 90 days of spend across providers, teams, users, and models. Identify your biggest cost drivers, uncover waste, and cut AI spend by 30–50% without sacrificing quality. Free. Read-only. No card required. Live in under 2 minutes.

AI spend is growing. But more spend doesn’t always mean more value. AI Spend Explorer shows where your budget goes across providers, teams, users, and models so you can find waste and cut AI spend by 30–50% without sacrificing quality. Connect your keys. Get a live dashboard in under 2 minutes. Free. Read-only. No card required.

If an agent starts writing bad data into a production system, how does it get stopped? 69% of the organizations we surveyed have no automated kill switch or circuit breaker for that. Only 39.8% log agent activity at runtime, so most incident reviews have to piece together what the agent did from other systems’ records. Two-thirds reported an agent-related incident in the past year.

Pick any agent running in your environment and try to answer five things: who owns it, what it can access, what it did last week, what it cost, and what happens if it goes wrong. Most teams we surveyed can’t answer all five. Even the most common owner, engineering and IT, holds only 28.2% of agents, and only 36% of organizations require registration before an agent goes live. The report covers what fixes this: a named owner for every agent, permissions scoped to each agent, session logs, and cost tracked per agent rather than as one combined token bill.

61.2% of engineering and IT teams told us they’ve lost time rebuilding or maintaining agents that already exist elsewhere in their company. The registration numbers explain a lot of it: only 36% require an agent to be registered before it goes live, and 25.6% have a formal process for retiring one. Unregistered agents keep their access and keep spending tokens long after anyone is watching them.