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Milkman is the AI assistant built into MilkStraw AI. Ask it questions in plain English about your AWS spend, resources, savings, and findings, in the app or in Slack.
Milkman is in beta.

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Open Milkman

Click Ask Milkman in the bar at the bottom of the app, or press c. Type your question in Ask Milkman…, or start with a suggestion such as “Where am I spending the most?”.

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What you can ask

Spend

Costs by service, account, day, or month.

Resources and usage

Your AWS accounts and resources, such as EC2, EBS, RDS, ElastiCache, OpenSearch, and EKS, plus their usage and recent changes.

Savings

Your MilkStraw AI commitments, savings recommendations, and billing history.

Findings

Your projects and tasks, and how to fix a task.

AWS pricing

AWS list prices and Savings Plans rates.

Documentation

AWS documentation and these docs.
Milkman can also run calculations for you. It can attach tables as CSV files and charts as images, for example when you ask for “all of our outdated volumes in a CSV file”.

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What Milkman can access

  • Milkman only reads data. It can’t change your AWS resources or your MilkStraw AI settings.
  • Milkman only works with the organization you have selected.
  • Milkman answers only with the data that you can see in the app, based on your role.
  • AWS can take up to 2 days to report costs, so the most recent days may be missing from spend answers.

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Chats

  • Click Open history to see your recent chats in the current organization.
  • When you change topics, click the plus button to start a new chat.

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Milkman in Slack

1

Connect your workspace

An Admin or Owner opens Settings > Integrations and clicks Add to Slack. Each MilkStraw AI organization connects its Slack workspace separately.
2

Ask a question

Mention the app in a channel, send it a direct message, or open it in the Slack assistant pane.
  • The email address on your Slack profile must be the same as your MilkStraw AI email address.
  • Milkman answers with your role. In a channel, everyone in the channel can see the answer.
  • CSV files and charts are only available in the app.

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Slack commands

Project notifications tell you when a project is completed or a new project unlocks, and include a weekly digest and reminders.