From the source
It's the question behind every enterprise AI investment review.
Token counts and API calls don't answer it.
Leadership wants to know whether developers are more productive and whether the cost is justified.
Factory Analytics makes the ROI case concrete.
Platform teams and engineering leaders gain visibility into how Droids are being used across their organization, what it costs, and the output they produce.
It tracks six areas of agent usage and impact: token consumption, tool usage, activity and adoption, productivity output, per-user breakdowns, and agent readiness.
Every metric is built on OpenTelemetry, so organizations can export to their existing observability stack or use Factory's hosted dashboards directly.
What enterprise teams measure Factory Analytics has been live for enterprise customers since early 2026.
Here's how engineering teams are using it.
Tokens The tokens view tracks consumption, grouped by model, user, or date range.
Engineering teams can see exactly where token spend is going, which models are being used most, and how usage trends day over day.
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