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Squad AI

Analytics & Reporting

Squad tracks operational and usage metrics that help administrators understand how the platform is performing, how it’s being used, and where to focus improvement efforts.

Query & Template Analytics

The Tune page provides visibility into the system’s learned knowledge and its reuse:

MetricWhat It Shows
Pending queriesQueries awaiting human review
Approved templatesActive query templates with reuse statistics
Declined / RejectedQueries that were blocked or rejected, with reasons
Template reuse rateHow often approved templates are matched to new requests

These metrics indicate how effectively the system is learning. A rising template reuse rate means more queries are being handled by fast, proven approaches rather than novel reasoning.

Workflow Analytics

For workflows:

MetricWhat It Shows
Active workflowsApproved workflow templates currently in the system’s repertoire
Revoked workflowsTemplates that were removed from active use
Execution historyPer-workflow run counts and outcomes
Tool usageWhich tools are most frequently invoked across workflows

Knowledge Graph Growth

As data is ingested and the system learns, the knowledge graph grows. Key indicators:

  • Entity count: Total canonical entities across the knowledge graph
  • Episode count: Total ingested content segments
  • Relationship density: Average connections per entity
  • Resolution rate: Percentage of new mentions resolved against existing entities (indicates graph maturity)