Fortune 1000 teams running enterprise AI on ANTS

Two customer stories: one record of the AI estate at a 125,000-employee company, and every Anthropic model call on a budget.

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Case study · Fortune 1000 enterprise

How a Fortune 1000 enterprise built one record of its AI estate

9.5M observations and 6M traces a month from 170+ agents, all in one record.

9.5M

observations a month: individual model calls, tool calls and steps

traces a month: end-to-end AI requests and agent runs

170+

AI agents in production, each with an owner, a cost and a risk score

“We went from guessing to knowing. In four weeks we had a full inventory of our AI and a named owner for every one of our 170+ agents. That’s the foundation our governance program was missing.”
CIO, Fortune 1000 enterprise

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Case study · Fortune 1000 platform engineering

How a Fortune 1000 team put every Anthropic model call on a budget

Budget AI as the AI gateway for platform engineering’s Claude models.

4,500

developers reaching Anthropic models through Budget AI

$5M

annual Anthropic model spend now under budget control

All

of platform engineering’s Anthropic traffic runs through one gateway

“Budget AI gave 4,500 developers one front door to Anthropic. We retired the 10% of keys nobody was using and cut overspend by 20%, without slowing a single team down.”
VP of IT, Fortune 1000 enterprise

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