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AI analysis

IoT Pulse includes an AI analysis agent that reviews your devices, spots anomalies and developing problems, and raises tickets when something needs attention. This page covers how to see what the agent is doing, read its findings, and control how often it runs.

See what the agent is doing

Section titled “See what the agent is doing”

The Agent activity screen (in the IoTA section of the sidebar) is a unified timeline of every Analysis, Chat, and Simulation run across your organization. Use it to confirm the agent is working and to review past runs.

  • Filter by agent type (Analysis / Chat / Simulation) and by status (Completed, Running, Pending, Failed, Cancelled).
  • Pick a date range — Last 24h, Last 7 days, Last 30 days, or All time.
  • Select Refresh to pull the latest.
  • A summary strip shows the completion rate, cost, token usage, and run count for the range you’re viewing.
  • Select any run to expand its details.

Run analysis on demand

Section titled “Run analysis on demand”

You don’t have to wait for the next scheduled run:

  • On a device detail screen, select Run analysis to analyze that device now (see Devices).
  • On a device group detail screen, select Run analysis to analyze the whole group (see Device groups & shifts).

Read insights and anomalies

Section titled “Read insights and anomalies”

The agent keeps a record of what it has learned. Under Settings → AI Agent (admin-only) you’ll find:

  • Conversations — the agent’s reasoning sessions.
  • Insights — device-specific findings, anomalies, and patterns the agent has identified.

Each device also surfaces its most recent finding in a Last AI Assessment card on the device detail screen, so you can see the latest verdict without leaving the device.

Control how often analysis runs

Section titled “Control how often analysis runs”

How frequently the agent reviews a device is driven by a few settings, from most specific to least:

  • Per device — a device’s Criticality (Low / Normal / High / Critical) and its Analysis Interval (minutes). Mark important equipment higher so it’s reviewed more often (see Devices).
  • Per device group — a group’s Criticality and Analysis Interval apply to all its devices (see Device groups & shifts).
  • Per organization — tenant-level defaults set the baseline cadence when a device or group hasn’t overridden it (see Org admin).