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GuidesCore Concepts

Core Concepts

Understand the key concepts behind Intentra.

What is a Scan?

A scan is one user-initiated AI action in your coding tool. Examples:

  • Asking Cursor to “refactor this function”
  • Requesting code completion
  • Running an AI-powered search

Billing Model

Intentra uses scan-based billing instead of token-based:

PlanScans/monthPrice
Free100$0
Pro1,000$9/mo
Team10,000$49/mo

Violations

A violation occurs when an AI tool behaves unexpectedly:

  • Retry loops - Tool retries failed actions repeatedly
  • Token bloat - Excessive context sent to model
  • Timeout chains - Sequential timeouts wasting budget

Organizations

Group users into organizations for:

  • Shared billing
  • Team dashboards
  • Admin controls

Teams

Within an organization, create teams to:

  • Segment usage by project
  • Set per-team budgets
  • Track department costs