Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Millwork Estimator jobs? · Latest report #maxkj5fm
Your job has an expiration date
October 21, 2028
In 2 yearsYou spend all day fixing bad blueprints so robots can build them.
Professional translator of architectural wishful thinking.
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One human is building a game about fighting back.
Turning PDFs into profit margins instantly.









toast.youAI▸ ESTIMATOR-GPT V4▸ RARITY · UNCOMMON▸ DEPRECATION IN 2 YEARSAI's Special Power
cross-references thousands of blueprints in parallel
You translate architect sketches into material lists and pricing. You ensure the shop does not lose money on wood.
The one thing AI can't do
You can still spot when the architect's wood species choice is physically impossible for the budget.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Optical character recognition converts your stack of paper specs into data.
Month 5
AI models learn to spot your usual fixes for nonsensical specs.
Month 12
Automated agents start emailing suppliers to get quotes without human help.
Month 16
Software flags every unprofitable bid before you even see it.
Year 2 · D-Day
The estimator button is pressed and the office goes quiet forever.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 98.4%
Zero
Margin errors found
Four seconds
Bid turn-around time
Infinite
Incoherent specs flagged
Your severance
A lifetime subscription to a digital lumber yard.
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