Machine Room · MX-009
He Was The Last Reviewer. He Overturned Three In Fourteen Months. They Used That To Remove Him.
David Mensah was the last human reviewer in a content moderation team of forty, responsible for reviewing AI escalated decisions. In fourteen months, he overturned just three out of 6,247 decisions reviewed, leading to the termination of his role based on a mere 0.048 percent override rate.
Case Assets
The Case Debrief is free to view. Full Case Study, Teaching Notes, Slide Deck, Discussion Guide, and Assessment are available with a Premium subscription.
Brief the Board
PREMIUM
🔒 Unlock
Learn the Case
FREE — included
Study the Case
PREMIUM
🔒 Unlock
Teach the Case
PREMIUM
🔒 Unlock
Present the Case
PREMIUM
🔒 Unlock
Run a Team Discussion
PREMIUM
🔒 Unlock
Test Your Judgement
PREMIUM
🔒 Unlock
Watch the Full Episode
The complete cinematic audio documentary — Machine Room
Unlock the Full Case Library
Get every Case Study, Slide Deck, Teaching Notes, Discussion Guide, and Assessment — across a growing library of business cases.
View Pricing →Related Cases
Cases that share a governance or behavioural model with this one.
Empire Builders
EB-048
Five Months Into The Job, She Bet $1.1 Billion On Her First Big Call.
Shared: Decision-Making Matrix
Sovereign Games
SG-046
He Approved $1.3 Billion In Trades He Didn't Understand. He Lost The L...
Shared: Decision-Making Matrix
B-School Noir
BN-017
THE LETTER CAME IN AUGUST. IT NAMED NO VIOLATION. I LOCKED THE FILE AN...
Shared: Decision-Making Matrix
Dark Tech
DT-026
SHE FILED THE RECALL IN MARCH. THEY DISPUTED IT PUBLICLY. THE CHILD WA...
Shared: Decision-Making Matrix