Workshop 2 · the method

Riftveil · AI Oversight Essentials

Review an AI answer before you act. A half-day on the complete method, on five levels. You review a real AI answer level by level, set its stakes, name who must check what, and leave with a complete report on an answer taken from your own work.

At a glance

Format and key facts

  • Format · In-person workshop
  • Length · Half-day, 3 h 30, two breaks
  • Group · 12 participants at most, at tables of 4 to 6
  • Led by · A Riftveil Certified Trainer
  • Prerequisites · You work with answers produced by AI, your own or your colleagues’. No technical skills.
  • Before the workshop · A real AI answer from your work, anonymised (optional). Without Riftveil · AI Judgment Essentials: the diagnostic and the Model page on humanfrontier.ai, about 30 minutes (recommended).
  • Certificate · Riftveil · AI Oversight Essentials, numbered and verifiable online

Who it is for

Professionals who act on analyses, drafts and recommendations produced by AI: managers, analysts, legal and compliance, finance, procurement, consultants. Riftveil · AI Judgment Essentials is the natural first step, though not required: the opening includes a short refresher on your AI frontier.

What it covers

  • Review an AI answer on five levels
  • Focus your attention on what is really at stake
  • Spot unverified assumptions, and who answers for them
  • Produce a report that leaves the final decision to a human

What you take away

Given to each participant

  • A triage grid for your own decision types
  • A complete report on your own AI answer or on an exercise from the library
  • A private personal report: your watch points and your commitments
  • The Riftveil · AI Oversight Essentials certificate, verifiable online

Confidentiality

Your report and your workbook belong to you. Your organisation receives the attendance list and an aggregated, anonymous summary, never an individual AI answer, report or result.

The AI answer you bring

Remove or replace any client name, confidential detail, personal data or figure that would identify a real transaction or person. Nobody has to show it to the room. The trainer never keeps a copy, does not photograph it and does not ask to see the AI conversation that produced it, and nothing of it is kept after the session.

Sample Riftveil · AI Oversight Essentials certificate of completion

What comes next Riftveil · AI Decision Advanced

Both workshops, joined by one real decision from your work.