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CEM · AI

CEM Half-Day Workshop

Hands-on with your team. Core mechanisms, Drift Tax identification, live application to your actual workflows.

One-time
Half day
15
Max Participants
Small enough for hands-on application — every person works on real workflows
5
Core CEM Elements
Pendulum, Governor, Recovery Chain, Environmental Control, Anchored Data
$117K
Sample Room Cost
10 people × 3 hrs/week fixing AI × $75/hr — what one room costs annually in drift
Participants leave with process changes they implement the next day

The Engagement

A hands-on session with up to 15 of your team members. Not slides, not theory — your team works with 5 core CEM elements on real workflows they're running today. By the end of the session, participants have usable process changes they implement the next day.

The workshop covers Drift Tax identification, the Pendulum decision filter, Governor calibration, Recovery Chain escalation, and Environmental Control with Anchored Data — all applied live to your team's actual AI workflows.

Post-workshop, you receive participant reference guides for daily use and a team-specific recommendation document with identified Drift Tax patterns and implementation priorities.

What You Get

Live Half-Day Session
4–5 hours with your team. Not slides — hands-on mechanism installation using your actual AI workflows and real failure examples.
Participant Reference Guides
One-page mechanism reference for each participant. Definitions, correct usage, common mistakes — built for daily use, not filing.
Post-Workshop Summary
Team-specific recommendations delivered within 5 business days. What was identified, what was installed, what to work on next.

What Gets Installed

Drift Tax Framework
Your team learns to identify, classify, and quantify the 6 AI failure modes in their own work.
Pendulum
Binary decision filter — does this action advance the target or not? Applied live to a real workflow decision.
Governor
The mechanism that tells your team when to stop generating and start verifying. Calibrated to your workflows.
Recovery Chain
What to do when AI output goes wrong. Full escalation sequence from pause to hard reset.
Environmental Control + Anchored Data
How to structure the AI working environment and ground outputs in verified facts your team controls.

How It Works

01

Pre-Workshop Review

We review your team's workflows, tools, and pain points. You complete a 5-question intake survey and bring 1–2 live AI workflows for exercises.

2–3 days
02

Live Workshop

Half-day session: Drift Tax framing, Pendulum decision filter, Governor calibration, Recovery Chain walkthrough, Environmental Control + Anchored Data. All applied live to your workflows.

4–5 hours
03

Summary & Recommendations

Post-workshop document with identified Drift Tax patterns, installed mechanisms, and prioritized next steps for your team.

3–5 days

Before We Start

To get the most out of this engagement, come prepared with:

01

Complete the 5-question pre-workshop intake survey (sent after booking)

02

1–2 real AI workflows your team runs — the messier the better, these become the exercises

03

All participants should have hands-on AI tool experience — this is not an introduction to AI

Who It's For

Teams actively using AI tools who need structured methodology

Accelerator cohorts learning AI-native operations

Departments preparing for broader CEM adoption

Organizations that completed an Executive Briefing and want to go deeper

Ready to scope this?

Tell us about your situation and we'll shape this engagement to fit. No boilerplate proposals — every scope is built from scratch.

  • Response within 24 hours
  • No commitment required
  • Custom-scoped to your needs