Knowledge Architecture:ConceptsObservationsEvidence

Action Success Rate (ASR)

ASR

Rate at Which AI-Initiated Actions Successfully Complete Without Error or Interruption

Proposed hypothesis — not yet testedpublished

ASR measures AI-initiated action completion success rate.

July 12, 2026
Version 1.0
5 min read
By Marco Patrone
asraction_successagent_reliabilitytransmission_metric

Definition

ASR measures how reliably AI-initiated actions complete successfully. Higher ASR indicates more reliable agent infrastructure.

ASR assesses how reliably AI-initiated actions complete successfully. Higher ASR indicates more reliable agent infrastructure.

Conceptual Formula

ASR = actions_completed_successfully / total_actions_initiated.

Methodology

Type

index construction

Data Sources

syntheticaction tracking

Confidence Level

medium

Description

ASR = actions_completed_successfully / total_actions_initiated.

Limitations

  • Action tracking requires infrastructure
  • Success criteria vary by action type

Key Takeaways

Key Points

  • ASR scales 0-1
  • Infrastructure reliability measure
  • Higher indicates better reliability

Target Audience

infrastructure providersai systemsfirms

Relevance Tags

asraction_successagent_reliabilitytransmission_metric

Source Paper

The Zero-Click Economy

HomeSelf Research (2026)

View on Zenodo
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Citation

For the Action Success Rate (ASR), see HomeSelf Research (2026), The Zero-Click Economy.

DOI: 10.5281/zenodo.21321629

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