# How Datadog saves over $1 million each month by optimizing AI usage

DevFeed: [How Datadog saves over $1 million each month by optimizing AI usage](<https://devfeed.tech/articles/how-datadog-saves-over-1-million-each-month-by-optimizing-ai-usage-2279.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/how-datadog-saves-money-by-optimizing-ai-usage/>)

Author: Bowen Chen; Yosra Chelbi; Nader Khalil; Dmitrii Ulianin

Published: 2026-08-26T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Optimization](<https://devfeed.tech/topics/optimization.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [cloud cost management](<https://devfeed.tech/topics/cloud-cost-management.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Agent Skills](<https://devfeed.tech/topics/agent-skills.md>)

Tags: [agent-skills](<https://devfeed.tech/tags/agent-skills.md>), [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cloud-cost-management](<https://devfeed.tech/tags/cloud-cost-management.md>), [cost](<https://devfeed.tech/tags/cost.md>), [optimization](<https://devfeed.tech/tags/optimization.md>)

## AI overview

Datadog describes how it tracks AI spending and optimizes tool configurations, model choices, and workflows to reduce monthly AI costs by over $1 million while balancing performance.

## Source excerpt

Learn how Datadog uses agent evaluations, spending guardrails, and context optimization to save over $1 million each month while balancing cost and performance.