Monitor agents, workflows and model calls while retaining safe human command and control.
Lessons
3
Duration
29 minutes
Level
Intermediate
Cost
£149 one-off
What you will be able to do
Choose useful operational signals
Triage alerts without automation bias
Apply two-person approval to consequential commands
Course pathway
Prerequisite: Helpful for operational, technical and assurance teams working with AI-enabled systems.
Lesson 1 of 3
Signals, thresholds and context
Course progress0%
Learning objective
Define an operational signal that supports a decision.
A number needs context
Monitor model quality, latency, cost, tool outcomes, exceptions, review queues and governance events. A threshold should identify a condition worth investigating, not claim the cause or prescribe the response.
Define the signal and unit
Record source and freshness
Set warning and critical thresholds
Show related events and dependencies
LEARNING SUPPORT
Ask HELIX about this course.
HELIX can explain a concept, help you structure a practical next step or identify what needs human review. It is an AI-enabled assistant and may be wrong, so verify consequential guidance.