Home / Demos / AI Engineer
AI Engineering · Project walkthrough

AI Engineer workflow demo.

See how a grounded support workflow moves from user request to evidence, tool action, evaluation and human escalation.

Project walkthroughNo signupTranscript planned
Approved AI Engineer recording pending

The page and learning sequence are complete. A different course video has not been substituted. The approved recording, captions and transcript will be connected here when supplied.

Media status

This is an honest pre-publication state: no invented video, duration, view count or chapter timestamps. The page remains useful as a project walkthrough while editorial approval is pending.

Scenario

An employee asks an internal support agent for help. The system must find current evidence, respect the user's access, decide whether it can answer safely and create a ticket only when self-service cannot resolve the issue.

User requestRetrieve evidenceCheck accessUse toolEscalate/answer

What the recording will demonstrate

Boundary first

What the agent may answer, act on and escalate.

Grounded retrieval

Source metadata, permission filters and cited evidence.

Safe tools

Validated ticket inputs, identity and idempotent execution.

Evaluation

Normal, edge, refusal and tool-failure cases.

Architecture decisions

Extend the demo

Add one new tool, five failure cases and an approval step. Update the evaluation report to show whether the change improved task completion without reducing policy compliance or increasing duplicate actions.

All demos

Recording, captions, transcript and verified chapter timestamps are required before this page is considered media-complete.