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Ask AI Agent is built into the TrueFoundry dashboard. It uses the TrueFoundry MCP server with platform-aware skills, optimized instructions, and a purpose-built UI.
Available on TrueFoundry SaaS. On-prem support coming soon.

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Getting started

1

Open Ask AI

Find Ask AI in the left sidebar under Shared.
TrueFoundry dashboard sidebar with Ask AI highlighted under the Shared section.
2

Describe what you want

Type a natural language request. The agent picks the right tools and skills, and executes.
Ask AI chat interface showing a list of capabilities including model setup, policies, access management, and observability.
3

Review and approve

For write operations, Ask AI shows a diff of what will change and asks for confirmation before applying.
Ask AI showing a Changes Diff with original and updated manifest versions, and an Approve or Deny prompt for the tool call.

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Key capabilities

Diff view

Visual diff of manifest changes before applying — review exactly what will be created or modified.

Approval flows

Write operations need explicit confirmation. Nothing destructive runs without your approval.

Platform-aware skills

Pre-built TrueFoundry skills encode correct workflows, required fields, and best practices.

Deferred tool & skill loading

Tools and skills are loaded on demand — the agent pulls in only what’s relevant to your current request, keeping responses fast and focused.

Docs access

The agent references TrueFoundry documentation to validate its approach and answer platform questions.
Ask AI showing a completed budget limit operation with a rule summary for the developer team and a link to Budget Limiting Settings.

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Example prompts

  • Add my OpenAI API key as a provider account and give access to my team
  • Create a virtual model that load-balances between Groq and Cerebras
  • Rate limit the interns team to 100 requests per minute
  • Show me the top 5 teams by token usage in the last 7 days
  • Connect the Linear MCP server from the catalogue