What Scope does

Scope is an AI infrastructure platform that monitors and analyzes how AI agents interact with a company's product. As more software is accessed by autonomous agents rather than humans, traditional product analytics miss why an agent fails to complete a task. Scope captures that agent behavior and surfaces the friction points that otherwise fail silently.

Key capabilities

  • Simulates how AI agents discover, understand, and complete tasks with a product
  • Captures tool calls, errors, latency, and the agent's decision-making path
  • Identifies friction where agents get stuck or abandon a workflow
  • Provides specific recommendations to improve the agent experience

Who it's for

Scope is aimed at companies whose products are used or integrated by AI agents and who want visibility into that channel. Its differentiation is focusing on agent experience specifically, exposing silent failures invisible to standard analytics. The product launched on an early-access model with demos for interested companies.