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.
Shadow AI detects unmanaged MCPs, skills, plugins, and client configs. ROI & Observability shows what is happening across approved Runlayer usage and the findings connected to it.
Yes. Runlayer records decisions and outcomes with actor, client, connector, tool, resource, agent account, credential source, and runtime context where available.
Runlayer audit logs and activity events can support export workflows for reporting, investigation, compliance evidence, and downstream analysis.
Agent activity can include run history, MCP activity, status, execution trace, findings, blocked requests, warnings, token and cost usage, and audit events.
It shows which capabilities people use, where agent work fails, where adoption stalls, and which teams need better approved access.
