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ROI & Observability

AI work in full view

See usage, spend, adoption, cost, and audit history across the users, clients, tools, agents, and workflows behind AI work.

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Decagon
Lemonade
Gusto
Opendoor
PagerDuty
dbt Labs
Jane

Measure ROI as AI scales

Track which clients, connectors, skills, plugins, agents, and recurring jobs are gaining traction so platform teams know where to invest.

Manage spend, avoid surprises

Monitor usage, cost, adoption, and agent activity by team and workflow, then tie spend back to the work getting real value.

An audit trail for every action

Keep usage, cost, failures, access decisions, findings, and audit events tied to the people, agents, clients, and workflows that produced them.

Frequently asked questions

ROI & Observability covers adoption, tool usage, agent activity, spend, policy decisions, blocked requests, findings, failures, and audit history across Runlayer.